{"id":22,"date":"2024-02-06T21:53:17","date_gmt":"2024-02-06T21:53:17","guid":{"rendered":"https:\/\/www.isi.edu\/people-knoblock\/?page_id=22"},"modified":"2025-06-13T17:37:20","modified_gmt":"2025-06-13T17:37:20","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.isi.edu\/people-knoblock\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n\n\t\n
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2026<\/h2>\n \n
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\n \n ChronoSpike: An Adaptive Spiking Graph Neural Network for Dynamic Graphs <\/a>\n <\/h3>\n\n
\n Md Abrar Jahin, Taufikur Rahman Fuad, Jay Pujara, Craig Knoblock <\/div>\n \n
\n arXiv preprint arXiv:2602.01124<\/i>, 2026\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2025<\/h2>\n \n
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\n \n LDTR: Linear Object Detection Transformer for Accurate Graph Generation by Learning the N-Hop Connectivity Information <\/a>\n <\/h3>\n\n
\n Weiwei Duan, Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n International Conference on Document Analysis and Recognition, 40-59<\/i>, 2025\n\n <\/div>\n\n <\/div>\n\n \n
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\n \n DIGMAPPER: A Modular System for Automated Geologic Map Digitization <\/a>\n <\/h3>\n\n
\n Weiwei Duan, Michael P Gerlek, Steven N Minton, Craig A Knoblock, Fandel Lin, Theresa Chen, Leeje Jang, Sofia Kirsanova, Zekun Li, Yijun Lin, Yao-Yi Chiang <\/div>\n \n
\n arXiv preprint arXiv:2506.16006<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Exploiting Polygon Metadata to Colorize Draft Maps <\/a>\n <\/h3>\n\n
\n Fandel Lin, Craig A Knoblock, Binh Vu, Basel Shbita, Yao-Yi Chiang <\/div>\n \n
\n Proceedings of the 33rd ACM International Conference on Advances in \u2026<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Exploiting Polygon Metadata to Recolor Historical Maps <\/a>\n <\/h3>\n\n
\n Fandel Lin, Craig A Knoblock, Binh Vu, Yao-Yi Chiang <\/div>\n \n
\n Proceedings of the 33rd ACM International Conference on Advances in \u2026<\/i>, 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n A Domain-Independent Approach for Semantic Table Interpretation <\/a>\n <\/h3>\n\n
\n Binh Vu, Craig A Knoblock, Fandel Lin <\/div>\n \n
\n International Semantic Web Conference, 235-252<\/i>, 2025\n\n <\/div>\n\n <\/div>\n\n \n
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\n \n Exploiting LLMs and Semantic Technologies to Build a Knowledge Graph of Historical Mining Data <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Binh Vu, Basel Shbita, Yao-Yi Chiang, Pothula Punith Krishna, Xiao Lin, Goran Muric, Jiyoon Pyo, Adriana Trejo-Sheu, Meng Ye <\/div>\n \n
\n International Semantic Web Conference, 451-471<\/i>, 2025\n\n <\/div>\n\n <\/div>\n\n \n
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\n \n Demonstrating MinMod: A Large-scale Knowledge Graph of Historical Mining Data <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Binh Vu, Basel Shbita, Pothula Punith Krishna, Namrata Sharma <\/div>\n \n
\n 2025\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2024<\/h2>\n \n
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\n \n Automatically Constructing Geospatial Feature Taxonomies from OpenStreetMap Data <\/a>\n <\/h3>\n\n
\n Basel Shbita, Craig A Knoblock <\/div>\n \n
\n 2024 IEEE 18th International Conference on Semantic Computing (ICSC), 208-211<\/i>, 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Using representation learning and web text to identify competitor networks <\/a>\n <\/h3>\n\n
\n Gerard Hoberg, Craig Knoblock, Gordon Phillips, Jay Pujara, Zhiqiang Qiu, Louiqa Raschid <\/div>\n \n
\n 2024\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2023<\/h2>\n \n
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\n \n Detecting Semantic Errors in Tables using Textual Evidence <\/a>\n <\/h3>\n\n
\n Minh Pham, Craig A Knoblock, Muhao Chen <\/div>\n \n
\n 2023 IEEE International Conference on Big Data (BigData), 292-303<\/i>, 2023\n\n <\/div>\n\n <\/div>\n\n \n
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\n \n GeoAI for the digitization of historical maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Muhao Chen, Weiwei Duan, Jina Kim, Craig A Knoblock, Stefan Leyk, Zekun Li, Yijun Lin, Min Namgung, Basel Shbita, Johannes H Uhl <\/div>\n \n
\n Handbook of Geospatial Artificial Intelligence, 217-247<\/i>, 2023\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Building spatio-temporal knowledge graphs from vectorized topographic historical maps <\/a>\n <\/h3>\n\n
\n Basel Shbita, Craig A Knoblock, Weiwei Duan, Yao-Yi Chiang, Johannes H Uhl, Stefan Leyk <\/div>\n \n
\n Semantic Web 14 (3), 527-549<\/i>, 2023\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2022<\/h2>\n \n
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\n \n Towards the automated large-scale reconstruction of past road networks from historical maps <\/a>\n <\/h3>\n\n
\n Johannes H Uhl, Stefan Leyk, Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Computers, environment and urban systems 94, 101794<\/i>, 2022\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Sand: A tool for creating semantic descriptions of tabular sources <\/a>\n <\/h3>\n\n
\n Binh Vu, Craig A Knoblock <\/div>\n \n
\n European Semantic Web Conference, 63-67<\/i>, 2022\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2021<\/h2>\n \n
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\n \n Combining remote-sensing-derived data and historical maps for long-term back-casting of urban extents <\/a>\n <\/h3>\n\n
\n Johannes H Uhl, Stefan Leyk, Zekun Li, Weiwei Duan, Basel Shbita, Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Remote sensing 13 (18), 3672<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables. <\/a>\n <\/h3>\n\n
\n Minh Pham, Craig A Knoblock, Muhao Chen, Binh Vu, Jay Pujara <\/div>\n \n
\n IJCAI, 3543-3551<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Artificial intelligence for modeling complex systems: taming the complexity of expert models to improve decision making <\/a>\n <\/h3>\n\n
\n Yolanda Gil, Daniel Garijo, Deborah Khider, Craig A Knoblock, Varun Ratnakar, Maximiliano Osorio, Hern\u00e1n Vargas, Minh Pham, Jay Pujara, Basel Shbita, Binh Vu, Yao-Yi Chiang, Dan Feldman, Yijun Lin, Hayley Song, Vipin Kumar, Ankush Khandelwal, Michael Steinbach, Kshitij Tayal, Shaoming Xu, Suzanne A Pierce, Lissa Pearson, Daniel Hardesty-Lewis, Ewa Deelman, Rafael Ferreira Da Silva, Rajiv Mayani, Armen R Kemanian, Yuning Shi, Lorne Leonard, Scott Peckham, Maria Stoica, Kelly Cobourn, Zeya Zhang, Christopher Duffy, Lele Shu <\/div>\n \n
\n ACM Transactions on Interactive Intelligent Systems 11 (2), 1-49<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Building survivable software systems by automatically adapting to sensor changes <\/a>\n <\/h3>\n\n
\n Yuan Shi, Ang Li, TK Satish Kumar, Craig A Knoblock <\/div>\n \n
\n Applied Sciences 11 (11), 4808<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n A label correction algorithm using prior information for automatic and accurate geospatial object recognition <\/a>\n <\/h3>\n\n
\n Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H Uhl, Craig A Knoblock <\/div>\n \n
\n 2021 IEEE International Conference on Big Data (Big Data), 1604-1610<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Guided generative models using weak supervision for detecting object spatial arrangement in overhead images <\/a>\n <\/h3>\n\n
\n Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H Uhl, Craig A Knoblock <\/div>\n \n
\n 2021 IEEE International Conference on Big Data (Big Data), 725-734<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Synthetic map generation to provide unlimited training data for historical map text detection <\/a>\n <\/h3>\n\n
\n Zekun Li, Runyu Guan, Qianmu Yu, Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for \u2026<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Towards the large-scale extraction of historical land cover information from historical maps. <\/a>\n <\/h3>\n\n
\n Johannes H Uhl, Stefan Leyk, Weiwei Duan, Zekun Li, Basel Shbita, Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Abstracts of the ICA 3<\/i>, 2021\n\n <\/div>\n\n <\/div>\n\n \n
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\n \n A graph-based approach for inferring semantic descriptions of wikipedia tables <\/a>\n <\/h3>\n\n
\n Binh Vu, Craig A Knoblock, Pedro Szekely, Minh Pham, Jay Pujara <\/div>\n \n
\n The Semantic Web\u2013ISWC 2021: 20th International Semantic Web Conference, ISWC \u2026<\/i>, 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Bulletin of the Technical Committee on <\/a>\n <\/h3>\n\n
\n K Bharat, A Broder, J Dean, MR Henzinger, C Knoblock, K Lerman, S Minton, I Muslea, P Vassiliadis, Z Vagena, S Skiadopoulos, N Karayannidis, T Sellis <\/div>\n \n
\n 2021\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2020<\/h2>\n \n
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\n \n An automatic approach for generating rich, linked geo-metadata from historical map images <\/a>\n <\/h3>\n\n
\n Zekun Li, Yao-Yi Chiang, Sasan Tavakkol, Basel Shbita, Johannes H Uhl, Stefan Leyk, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 26th ACM SIGKDD International Conference on Knowledge \u2026<\/i>, 2020\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning <\/a>\n <\/h3>\n\n
\n Weiwei Duan, Yao-Yi Chiang, Stefan Leyk, Johannes H Uhl, Craig A Knoblock <\/div>\n \n
\n International Journal of Geographical Information Science 34 (4), 824-849<\/i>, 2020\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Summary and Discussion <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl, Craig A Knoblock, Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl, Craig A Knoblock <\/div>\n \n
\n Using Historical Maps in Scientific Studies: Applications, Challenges, and \u2026<\/i>, 2020\n\n <\/div>\n\n <\/div>\n\n \n
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\n \n Building linked spatio-temporal data from vectorized historical maps <\/a>\n <\/h3>\n\n
\n Basel Shbita, Craig A Knoblock, Weiwei Duan, Yao-Yi Chiang, Johannes H Uhl, Stefan Leyk <\/div>\n \n
\n The Semantic Web: 17th International Conference, ESWC 2020, Heraklion, Crete \u2026<\/i>, 2020\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Historical map applications and processing technologies <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl, Craig A Knoblock, Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl, Craig A Knoblock <\/div>\n \n
\n Using Historical Maps in Scientific Studies: Applications, Challenges, and \u2026<\/i>, 2020\n\n <\/div>\n\n <\/div>\n\n \n
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\n \n Creating structured, linked geographic data from historical maps: challenges and trends <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl, Craig A Knoblock, Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl, Craig A Knoblock <\/div>\n \n
\n Using Historical Maps in Scientific Studies: Applications, Challenges, and \u2026<\/i>, 2020\n\n <\/div>\n\n <\/div>\n\n \n
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\n \n Training deep learning models for geographic feature recognition from historical maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl, Craig A Knoblock, Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl, Craig A Knoblock <\/div>\n \n
\n Using historical maps in scientific studies: Applications, challenges, and \u2026<\/i>, 2020\n\n <\/div>\n\n <\/div>\n\n

2019<\/h2>\n \n
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\n \n D-REPR: a language for describing and mapping diversely-structured data sources to RDF <\/a>\n <\/h3>\n\n
\n Binh Vu, Jay Pujara, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 10th International Conference on Knowledge Capture, 189-196<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Extracting geographic features from the Internet: A geographic information mining framework <\/a>\n <\/h3>\n\n
\n Ying Zhang, Qunfei Ma, Yao-Yi Chiang, Craig Knoblock, Xin Zhang, Puhai Yang, Minghe Gao, Xiang Hu <\/div>\n \n
\n Knowledge-Based Systems 174, 57-72<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Parsing, representing and transforming units of measure <\/a>\n <\/h3>\n\n
\n Basel Shbita, Arunkumar Rajendran, Jay Pujara, Craig A Knoblock <\/div>\n \n
\n Modeling the World\u2019s Systems, 7<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Learning semantic models of data sources using probabilistic graphical models <\/a>\n <\/h3>\n\n
\n Binh Vu, Craig Knoblock, Jay Pujara <\/div>\n \n
\n The world wide web conference, 1944-1953<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Software adaptation for an unmanned undersea vehicle <\/a>\n <\/h3>\n\n
\n Avi Pfeffer, Curt Wu, Gerald Fry, Kenny Lu, Steve Marotta, Mike Reposa, Yuan Shi, TK Satish Kumar, Craig A Knoblock, David Parker, Irfan Muhammad, Chris Novakovic <\/div>\n \n
\n IEEE Software 36 (2), 91-96<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Learning data transformations with minimal user effort <\/a>\n <\/h3>\n\n
\n Minh Pham, Craig A Knoblock, Jay Pujara <\/div>\n \n
\n 2019 IEEE International Conference on Big Data (Big Data), 657-664<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Automated extraction of human settlement patterns from historical topographic map series using weakly supervised convolutional neural networks <\/a>\n <\/h3>\n\n
\n Johannes H Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A Knoblock <\/div>\n \n
\n IEEE Access 8, 6978-6996<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Using historical maps in scientific studies: Applications, challenges, and best practices <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl, Craig A Knoblock <\/div>\n \n
\n Springer Publishing Company, Incorporated<\/i>, 2019\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Intelligent Systems for Geosciences: An Essential <\/a>\n <\/h3>\n\n
\n JOHN HOREL, LESLIE HSU, JIM KINTER, CRAIG KNOBLOCK, DAVID KRUM, VIPIN KUMAR, PIERRE LERMUSIAUX, YAN LIU, CHRIS NORTH, VICTOR PANKRATIUS, SHANAN PETERS, BETH PLALE, ALLEN POPE, SAI RAVELA, JUAN RESTREPO, AARON RIDLEY, HANAN SAMET, SHASHI SHEKHAR <\/div>\n \n
\n COMMUNICATIONS OF THE ACM 62 (1)<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Automatic Adaptation to Sensor Replacements. <\/a>\n <\/h3>\n\n
\n Yuan Shi, TK Satish Kumar, Craig A Knoblock <\/div>\n \n
\n The Thirty-Second International Flairs Conference<\/i>, 2019\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2018<\/h2>\n \n
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\n \n Feature selection methods for understanding business competitor relationships <\/a>\n <\/h3>\n\n
\n Rahul Gupta, Jay Pujara, Craig A Knoblock, Shushyam M Sharanappa, Bharat Pulavarti, Gerard Hoberg, Gordon Phillips <\/div>\n \n
\n Proceedings of the Fourth International Workshop on Data Science for Macro \u2026<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Automatic generation of precisely delineated geographic features from georeferenced historical maps using deep learning <\/a>\n <\/h3>\n\n
\n Weiwei Duan, Y Chiang, Crang A Knoblock, Stefan Leyk, J Uhl <\/div>\n \n
\n Proceedings of the AutoCarto<\/i>, 2018\n\n <\/div>\n\n <\/div>\n\n \n
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\n \n Load scheduling of simple temporal networks under dynamic resource pricing <\/a>\n <\/h3>\n\n
\n TK Satish Kumar, Zhi Wang, Anoop Kumar, Craig Rogers, Craig Knoblock <\/div>\n \n
\n Proceedings of the AAAI Conference on Artificial Intelligence 32 (1)<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Map archive mining: visual-analytical approaches to explore large historical map collections <\/a>\n <\/h3>\n\n
\n Johannes H Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A Knoblock <\/div>\n \n
\n ISPRS international journal of geo-information 7 (4), 148<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Intelligent systems for geosciences: an essential research agenda <\/a>\n <\/h3>\n\n
\n Yolanda Gil, Suzanne A Pierce, Hassan Babaie, Arindam Banerjee, Kirk Borne, Gary Bust, Michelle Cheatham, Imme Ebert-Uphoff, Carla Gomes, Mary Hill, John Horel, Leslie Hsu, Jim Kinter, Craig Knoblock, David Krum, Vipin Kumar, Pierre Lermusiaux, Yan Liu, Chris North, Victor Pankratius, Shanan Peters, Beth Plale, Allen Pope, Sai Ravela, Juan Restrepo, Aaron Ridley, Hanan Samet, Shashi Shekhar, Katie Skinner, Padhraic Smyth, Basil Tikoff, Lynn Yarmey, Jia Zhang <\/div>\n \n
\n Communications of the ACM 62 (1), 76-84<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Constraint-based learning for sensor failure detection and adaptation <\/a>\n <\/h3>\n\n
\n Yuan Shi, TK Satish Kumar, Craig A Knoblock <\/div>\n \n
\n 2018 IEEE 30th International Conference on Tools with Artificial \u2026<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: A case study from historical map processing <\/a>\n <\/h3>\n\n
\n Johannes H Uhl, Stefan Leyk, Yao\u2010Yi Chiang, Weiwei Duan, Craig A Knoblock <\/div>\n \n
\n IET Image Processing 12 (11), 2084-2091<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Building Linked Data from Historical Maps. <\/a>\n <\/h3>\n\n
\n Chun Lin, Hang Su, Craig A Knoblock, Yao-Yi Chiang, Weiwei Duan, Stefan Leyk, Johannes H Uhl <\/div>\n \n
\n SemSci@ ISWC, 59-67<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Alert Generation in Execution Monitoring Using Resource Envelopes. <\/a>\n <\/h3>\n\n
\n TK Satish Kumar, Hong Xu, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A Knoblock <\/div>\n \n
\n The Thirty-First International Flairs Conference<\/i>, 2018\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploring the potential of deep learning for settlement symbol extraction from historical map documents <\/a>\n <\/h3>\n\n
\n J Uhl, S Leyk, Y Chiang, W Duan, C Knoblock <\/div>\n \n
\n Proceedings 22nd International Research Symposium on Computer-based \u2026<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n On the Linear Programming Duals of Temporal Reasoning Problems. <\/a>\n <\/h3>\n\n
\n TK Satish Kumar, Zhi Wang, Anoop Kumar, Craig Milo Rogers, Craig A Knoblock <\/div>\n \n
\n ISAIM<\/i>, 2018\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2017<\/h2>\n \n
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\n \n Learning with Previously Unseen Features. <\/a>\n <\/h3>\n\n
\n Yuan Shi, Craig A Knoblock <\/div>\n \n
\n IJCAI, 2722-2729<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Extracting human settlement footprint from historical topographic map series using context-based machine learning <\/a>\n <\/h3>\n\n
\n Johannes H Uhl, Stefan Leyk, Yao-Yi Chiang, Weiwei Duan, Craig A Knoblock <\/div>\n \n
\n 8th\u200b\u200b International Conference of Pattern Recognition Systems (ICPRS 2017), 1-6<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Web text-based network industry classifications: preliminary results <\/a>\n <\/h3>\n\n
\n Eric Heiden, Gerard Hoberg, Craig A Knoblock, Palak Modi, Gordon Phillips, Gaurangi Raul, Pedro Szekely <\/div>\n \n
\n Proceedings of the 3rd International Workshop on Data Science for Macro \u2026<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
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\n \n Semi-automatic Data Integration using Karma <\/a>\n <\/h3>\n\n
\n Mayank Kejriwal, Suzanne A Pierce, Perry Ivan Quinto Houser, Scott Dale Peckham, Zachary Stanko, Daniel Hardesty Lewis, Yolanda Gil, Deana D Pennington, Craig Knoblock, Daniel Garijo <\/div>\n \n
\n 2017 AGU Fall Meeting<\/i>, 2017\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatic spatio-temporal indexing to integrate and analyze the data of an organization <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Aparna R Joshi, Abhishek Megotia, Minh Pham, Chelsea Ursaner <\/div>\n \n
\n Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban \u2026<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatic alignment of geographic features in contemporary vector data and historical maps <\/a>\n <\/h3>\n\n
\n Weiwei Duan, Yao-Yi Chiang, Craig A Knoblock, Vinil Jain, Dan Feldman, Johannes H Uhl, Stefan Leyk <\/div>\n \n
\n Proceedings of the 1st workshop on artificial intelligence and deep learning \u2026<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A Distributed Logical Filter for Connected Row Convex Constraints <\/a>\n <\/h3>\n\n
\n TK Satish Kumar, Hong Xu, Zheng Tang, Anoop Kumar, Craig Milo Rogers, Craig A Knoblock <\/div>\n \n
\n 2017 IEEE 29th International Conference on Tools with Artificial \u2026<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A Distributed Logical Filter for Connected Row Convex Constraints <\/a>\n <\/h3>\n\n
\n TK Satish Kumar Hong Xu Zheng, Tang Anoop Kumar Craig Milo Rogers, Craig A Knoblock <\/div>\n \n
\n Information Sciences<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A Demonstration of Tools for Building Linked Data for the American Art Collaborative. <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Pedro A Szekely, Eleanor E Fink, Duane Degler, David Newbury, Robert Sanderson, Kate Blanch, Sara Snyder, Nilay Chheda, Nimesh Jain, Ravi Raju Krishna, Nikhila Begur Sreekanth, Yixiang Yao <\/div>\n \n
\n ISWC (Posters, Demos & Industry Tracks)<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Lessons learned in building linked data for the American art collaborative <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Pedro Szekely, Eleanor Fink, Duane Degler, David Newbury, Robert Sanderson, Kate Blanch, Sara Snyder, Nilay Chheda, Nimesh Jain, Ravi Raju Krishna, Nikhila Begur Sreekanth, Yixiang Yao <\/div>\n \n
\n The Semantic Web\u2013ISWC 2017: 16th International Semantic Web Conference \u2026<\/i>, 2017\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2016<\/h2>\n \n
\n

\n \n Research and application of multi-source data integration based on ontology <\/a>\n <\/h3>\n\n
\n Hongyan Yun, Jianliang Xu, Craig A Knoblock, Ruibo Xu <\/div>\n \n
\n International Journal of u-and e-Service, Science and Technology 9 (9), 75-88<\/i>, 2016\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n III: Medium: Collaborative Research: Exploiting Context in Cartographic Evolutionary Documents to Extract and Build Linked Spatial-Temporal Datasets <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n NSF Award Number 1564164. Directorate for Computer and Information Science \u2026<\/i>, 2016\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An automatic approach for building place-name datasets from the Web <\/a>\n <\/h3>\n\n
\n Ying Zhang, Chaopeng Li, Liming Du, Shaowen Liu, Yao-Yi Chiang, Craig A Knoblock, Sanjay Singh <\/div>\n \n
\n Proc. 19th AGILE Conf. Geograph. Inf. Sci., 1-6<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Maximizing correctness with minimal user effort to learn data transformations <\/a>\n <\/h3>\n\n
\n Bo Wu, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 21st International Conference on Intelligent User \u2026<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Collaborative Research: Large-scale Database Construction of Firms' Organizational Form, Competition, and Industry Change <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n NSF Award 15 (1561057), 61057<\/i>, 2016\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Know@ LOD&CoDeS 2016, joint proceedings Know@ LOD and CoDeS 2016: Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and the \u2026 <\/a>\n <\/h3>\n\n
\n Heiko Paulheim, Jens Lehmann, Vojt\u011bch Sv\u00e1tek, Craig Knoblock, Matthew Horridge, Patrick Lambrix, Bijan Parsia <\/div>\n \n
\n CEUR Workshop Proceedings 1586<\/i>, 2016\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Joint Proceedings of 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data (Know@ LOD 2016) and 1st International Workshop on Completing and Debugging the \u2026 <\/a>\n <\/h3>\n\n
\n Heiko Paulheim, Jens Lehmann, Vojtech Svatek, Craig Knoblock, Matthew Horridge, Patrick Lambrix, Bijan Parsia <\/div>\n \n
\n 1st International Workshop on Completing and Debugging the Semantic Web \u2026<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Semantic labeling: a domain-independent approach <\/a>\n <\/h3>\n\n
\n Minh Pham, Suresh Alse, Craig A Knoblock, Pedro Szekely <\/div>\n \n
\n The Semantic Web\u2013ISWC 2016: 15th International Semantic Web Conference, Kobe \u2026<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A scalable approach to incrementally building knowledge graphs <\/a>\n <\/h3>\n\n
\n Gleb Gawriljuk, Andreas Harth, Craig A Knoblock, Pedro Szekely <\/div>\n \n
\n Research and Advanced Technology for Digital Libraries: 20th International \u2026<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Efficient graph-based document similarity <\/a>\n <\/h3>\n\n
\n Christian Paul, Achim Rettinger, Aditya Mogadala, Craig A Knoblock, Pedro Szekely <\/div>\n \n
\n The Semantic Web. Latest Advances and New Domains: 13th International \u2026<\/i>, 2016\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2015<\/h2>\n \n
\n

\n \n An Iterative Approach to Synthesize Data Transformation Programs. <\/a>\n <\/h3>\n\n
\n Bo Wu, Craig A Knoblock <\/div>\n \n
\n IJCAI, 1726-1732<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Assigning semantic labels to data sources <\/a>\n <\/h3>\n\n
\n S Krishnamurthy Ramnandan, Amol Mittal, Craig A Knoblock, Pedro Szekely <\/div>\n \n
\n European semantic web conference, 403-417<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A scalable architecture for extracting, aligning, linking, and visualizing multi-Int data <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Pedro Szekely <\/div>\n \n
\n Next-Generation Analyst III 9499, 31-40<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting semantics for big data integration <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Pedro Szekely <\/div>\n \n
\n Ai Magazine 36 (1), 25-38<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Processing time-based geospatial data <\/a>\n <\/h3>\n\n
\n CC Chen, CA Knoblock, C Shahabi <\/div>\n \n
\n US Patent 8,953,887<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n KR2RML: An Alternative Interpretation of R2RML for Heterogenous Sources. <\/a>\n <\/h3>\n\n
\n Jason Slepicka, Chengye Yin, Pedro A Szekely, Craig A Knoblock <\/div>\n \n
\n Cold<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Recognizing text in raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n GeoInformatica 19, 1-27<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Finding, Assessing, and Integrating Statistical Sources for Data Mining. <\/a>\n <\/h3>\n\n
\n Karin Becker, Xiaojie Tan, Shiva Jahangiri, Craig A Knoblock <\/div>\n \n
\n KNOW@ LOD<\/i>, 2015\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2014<\/h2>\n \n
\n

\n \n Mapping hierarchical sources into RDF using the RML mapping language <\/a>\n <\/h3>\n\n
\n Anastasia Dimou, Miel Vander Sande, Jason Slepicka, Pedro Szekely, Erik Mannens, Craig Knoblock, Rik Van de Walle <\/div>\n \n
\n 2014 IEEE International Conference on Semantic Computing, 151-158<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A survey of digital map processing techniques <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Stefan Leyk, Craig A Knoblock <\/div>\n \n
\n ACM Computing Surveys (CSUR) 47 (1), 1-44<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Precisely locating features on geospatial imagery <\/a>\n <\/h3>\n\n
\n CC Chen, D Kapoor, CA Knoblock, C Shahabi <\/div>\n \n
\n US Patent 8,675,995<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Systems and methods for linking content to individual image features <\/a>\n <\/h3>\n\n
\n CA Knoblock, C Shahabi, CC Chen, D Kapoor <\/div>\n \n
\n US Patent 8,670,617<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Publishing the data of the Smithsonian American Art Museum to the linked data cloud <\/a>\n <\/h3>\n\n
\n Pedro Szekely, Craig A Knoblock, Fengyu Yang, Eleanor E Fink, Shubham Gupta, Rachel Allen, Georgina Goodlander <\/div>\n \n
\n International Journal of Humanities and Arts Computing 8 (supplement), 152-166<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Minimizing user effort in transforming data by example <\/a>\n <\/h3>\n\n
\n Bo Wu, Pedro Szekely, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 19th international conference on Intelligent User \u2026<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Iteratively learning conditional statements in transforming data by example <\/a>\n <\/h3>\n\n
\n Bo Wu, Craig A Knoblock <\/div>\n \n
\n 2014 IEEE International Conference on Data Mining Workshop, 1105-1112<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A parallel query engine for interactive spatiotemporal analysis <\/a>\n <\/h3>\n\n
\n Mihir Sathe, Craig A Knoblock, Yao-Yi Chiang, Aaron Harris <\/div>\n \n
\n Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances \u2026<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A system for efficient cleaning and transformation of geospatial data attributes <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Bo Wu, Akshay Anand, Ketan Akade, Craig A Knoblock <\/div>\n \n
\n proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances \u2026<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n From map images to geographic names <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Sima Moghaddam, Sanjauli Gupta, Renuka Fernandes, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances \u2026<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n How Linked Open Data Can Help in Locating <\/a>\n <\/h3>\n\n
\n Eleanor E Fink, Pedro Szekely, Craig A Knoblock <\/div>\n \n
\n Digital Heritage: Progress in Cultural Heritage. Documentation, Preservation \u2026<\/i>, 2014\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The Semantic Web\u2013ISWC 2014: 13th International Semantic Web Conference, Riva del Garda, Italy, October 19-23, 2014. Proceedings, Part II <\/a>\n <\/h3>\n\n
\n Peter Mika, Abraham Bernstein, Chris Welty, Craig Knoblock, Denny Vrande\u010di\u0107, Paul Groth, Natasha Noy, Krzysztof Janowicz, Carole Goble <\/div>\n \n
\n Springer<\/i>, 2014\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A Demonstration of Linked Data Source Discovery and Integration. <\/a>\n <\/h3>\n\n
\n Jason Slepicka, Chengye Yin, Pedro A Szekely, Craig A Knoblock <\/div>\n \n
\n ISWC (Posters & Demos), 165-168<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Proceedings of the 13th International Semantic Web Conference-Part I <\/a>\n <\/h3>\n\n
\n Peter Mika, Tania Tudorache, Abraham Bernstein, Chris Welty, Craig Knoblock, Denny Vrande\u0103i\u0107, Paul Groth, Natasha Noy, Krzysztof Janowicz, Carole Goble <\/div>\n \n
\n Springer-Verlag<\/i>, 2014\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Performing predictive pricing based on historical data <\/a>\n <\/h3>\n\n
\n O Etzioni, A Yates, CA Knoblock, R Tuchinda <\/div>\n \n
\n US Patent App. 14\/059,655<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Dynamically linking relevant documents to regions of interest <\/a>\n <\/h3>\n\n
\n C Shahabi, CA Knoblock, D Kapoor, CC Chen <\/div>\n \n
\n US Patent 8,635,228<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Constructing Reference Sets from Unstructured, Ungrammatical Text <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n arXiv e-prints, arXiv: 1401.3832<\/i>, 2014\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n TECHNOLOGY AND SCALING <\/a>\n <\/h3>\n\n
\n PEDRO SZEKELY, CRAIG A KNOBLOCK, FENGYU YANG, ELEANOR E FINK, SHUBHAM GUPTA, RACHEL ALLEN, GEORGINA GOODLANDER <\/div>\n \n
\n International Journal of Humanities and Arts Computing 8, 152-166<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information Integration on the Web (CS 548) <\/a>\n <\/h3>\n\n
\n Craig Knoblock, Pedro Szekely <\/div>\n \n
\n 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Location Prediction with Sparse GPS Data <\/a>\n <\/h3>\n\n
\n Ayush Jaiswal, Y Chiang, Craig A Knoblock, Liang Lan <\/div>\n \n
\n Proceedings of the 8th International Conference on Geographic Information \u2026<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n How linked open data can help in locating stolen or looted cultural property <\/a>\n <\/h3>\n\n
\n Eleanor E Fink, Pedro Szekely, Craig A Knoblock <\/div>\n \n
\n Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation \u2026<\/i>, 2014\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2013<\/h2>\n \n
\n

\n \n A semantic approach to retrieving, linking, and integrating heterogeneous geospatial data <\/a>\n <\/h3>\n\n
\n Ying Zhang, Yao-Yi Chiang, Pedro Szekely, Craig A Knoblock <\/div>\n \n
\n Joint Proceedings of the Workshop on AI Problems and Approaches for \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n US-Based Students Travel Support for the ACM SIGSPATIAL 2013 <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n NSF Award Number 1345472. Directorate for Computer and Information Science \u2026<\/i>, 2013\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Strabo: a complete system for label recognition in maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig Knoblock <\/div>\n \n
\n 26th International Cartographic Conference, Dresden, Germany, 25-30<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A general approach for extracting road vector data from raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n International Journal on Document Analysis and Recognition (IJDAR) 16, 55-81<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Envisioning a future for a spatial-health cybergis marketplace <\/a>\n <\/h3>\n\n
\n Daniel W Goldberg, Myles G Cockburn, Tracy A Hammond, Geoffrey M Jacquez, Daniel Janies, Craig Knoblock, Werner Kuhn, Edward Pultar, Martin Raubal <\/div>\n \n
\n Proceedings of the Second ACM SIGSPATIAL International Workshop on the Use \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Semantics for Big Data Integration and Analysis. <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Pedro A Szekely <\/div>\n \n
\n 2013 AAAI fall symposium series<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Publishing Data from the Smithsonian American Art Museum as Linked Open Data. <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Pedro A Szekely, Shubham Gupta, Animesh Manglik, Ruben Verborgh, Fengyu Yang, Rik Van de Walle <\/div>\n \n
\n ISWC (Posters & Demos), 129-132<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n On-the-fly integration of static and dynamic linked data <\/a>\n <\/h3>\n\n
\n Andreas Harth, Craig A Knoblock, Steffen Stadtm\u00fcller, Rudi Studer, Pedro Szekely <\/div>\n \n
\n Proceedings of the Fourth International Workshop on Consuming Linked Data co \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Performing predictive pricing based on historical data <\/a>\n <\/h3>\n\n
\n O Etzioni, A Yates, CA Knoblock, R Tuchinda <\/div>\n \n
\n US Patent 8,566,143<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems: ACM SIGSPATIAL GIS 2003: November 5-8, 2013, Orlando, Florida <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Peer Kr\u00f6ger, John Krumm, Markus Schneider, Peter Widmayer <\/div>\n \n
\n ACM<\/i>, 2013\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n On-the-fly integration of static and dynamic sources <\/a>\n <\/h3>\n\n
\n Andreas Harth, Craig Knoblock, Steffen Stadtm\u00fcller, Rudi Studer, Pedro Szekely <\/div>\n \n
\n Proceedings of the ISWC 2013 workshop on Consuming Linked Data, 21-25 \u2026<\/i>, 2013\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Lodstories: Learning about art by building multimedia stories <\/a>\n <\/h3>\n\n
\n Jianliang Chen, Yuting Liu, Dipanwita Maulik, Linda Xu, Hao Zhang, Craig A Knoblock, Pedro Szekely, Miel Vander Sande <\/div>\n \n
\n Technical report<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Interoperation in Complex Information Ecosystems (Dagstuhl Seminar 13252) <\/a>\n <\/h3>\n\n
\n Andreas Harth, Craig A Knoblock, Kai-Uwe Sattler, Rudi Studer <\/div>\n \n
\n Schloss-Dagstuhl-Leibniz Zentrum f\u00fcr Informatik<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Connecting the smithsonian american art museum to the linked data cloud <\/a>\n <\/h3>\n\n
\n Pedro Szekely, Craig A Knoblock, Fengyu Yang, Xuming Zhu, Eleanor E Fink, Rachel Allen, Georgina Goodlander <\/div>\n \n
\n The Semantic Web: Semantics and Big Data: 10th International Conference \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Efficient and robust graphics recognition from historical maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Stefan Leyk, Craig A Knoblock <\/div>\n \n
\n Graphics Recognition. New Trends and Challenges: 9th International Workshop \u2026<\/i>, 2013\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2012<\/h2>\n \n
\n

\n \n Student Travel and Activities Support: ACM SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n NSF Award Number 1248961. Directorate for Computer and Information Science \u2026<\/i>, 2012\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Dealing with the messiness of the web of data <\/a>\n <\/h3>\n\n
\n Stefan Schlobach, Craig A Knoblock <\/div>\n \n
\n Journal of Web Semantics 14 (1)<\/i>, 2012\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Karma: A system for mapping structured sources into the semantic web <\/a>\n <\/h3>\n\n
\n Shubham Gupta, Pedro Szekely, Craig A Knoblock, Aman Goel, Mohsen Taheriyan, Maria Muslea <\/div>\n \n
\n Extended Semantic Web Conference, 430-434<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning data transformation rules through examples: Preliminary results <\/a>\n <\/h3>\n\n
\n Bo Wu, Pedro Szekely, Craig A Knoblock <\/div>\n \n
\n Proceedings of the Ninth International Workshop on Information Integration \u2026<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Generating abstraction hierarchies: An automated approach to reducing search in planning <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Springer Science & Business Media<\/i>, 2012\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n System and method for fusing vector data with imagery <\/a>\n <\/h3>\n\n
\n CC Chen, D Kapoor, CA Knoblock, C Shahabi <\/div>\n \n
\n US Patent 8,340,360<\/i>, 2012\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Generating named road vector data from raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Geographic Information Science: 7th International Conference, GIScience 2012 \u2026<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n From GPS and virtual globes to spatial computing-2020 <\/a>\n <\/h3>\n\n
\n Peggy Agouris, Walid Aref, Michael F Goodchild, Santa Barbra, John Jensen, Craig A Knoblock, Richard Langley, Ed Mikhail, Shashi Shekhar, Ouri Wolfson, May Yuan <\/div>\n \n
\n The next transformative technology, computing community consortium (CCC \u2026<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning transformation rules by examples <\/a>\n <\/h3>\n\n
\n Bo Wu, Pedro Szekely, Craig Knoblock <\/div>\n \n
\n Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2459-2460<\/i>, 2012\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2011<\/h2>\n \n
\n

\n \n Recognition of multi-oriented, multi-sized, and curved text <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n 2011 International Conference on Document Analysis and Recognition, 1399-1403<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An Expressive Language and Efficient Execution System for Software Agents <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock <\/div>\n \n
\n arXiv e-prints, arXiv: 1109.2048<\/i>, 2011\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Monitoring Entities in an Uncertain World: Entity Resolution and Referential Integrit <\/a>\n <\/h3>\n\n
\n Steven Minton, Sofus Macskassy, Peter LaMonica, Kane See, Craig Knoblock, Greg Barish, Matthew Michelson, Raymond Liuzzi <\/div>\n \n
\n Proceedings of the AAAI Conference on Artificial Intelligence 25 (2), 1681-1688<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Dagstuhl Reports, Vol. 1, Issue 3 ISSN 2192-5283 <\/a>\n <\/h3>\n\n
\n J\u00fcrgen Dix, Sven Ove Hansson, Gabriele Kern-Isberner, Guillermo Simari, Sebastian Maneth, Gonzalo Navarro, Guido Brunnett, Sabine Coquillart, Robert van Liere, Gregory Welch, Artur Andrzejak, Joachim Giesen, Raghu Ramakrishnan, Ion Stoica, Andreas Harth, Craig A Knoblock, Kai-Uwe Sattler, Rudi Studer <\/div>\n \n
\n 2011\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Building mashups by demonstration <\/a>\n <\/h3>\n\n
\n Rattapoom Tuchinda, Craig A Knoblock, Pedro Szekely <\/div>\n \n
\n ACM Transactions on the Web (TWEB) 5 (3), 1-45<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Harvesting maps on the Web <\/a>\n <\/h3>\n\n
\n Aman Goel, Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n International Journal on Document Analysis and Recognition (IJDAR) 14, 349-372<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting semantics of web services for geospatial data fusion <\/a>\n <\/h3>\n\n
\n Pedro Szekely, Craig A Knoblock, Shubham Gupta, Mohsen Taheriyan, Bo Wu <\/div>\n \n
\n Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatial \u2026<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Active Learning with Multiple Views <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Steven Minton, Ion Muslea <\/div>\n \n
\n arXiv e-prints, arXiv: 1110.1073<\/i>, 2011\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n III: Small: Building Linked Open Services from Online Sources <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n NSF Award Number 1117913. Directorate for Computer and Information Science \u2026<\/i>, 2011\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n ISI Technical Report Number ISI-TR-674 October, 2011 <\/a>\n <\/h3>\n\n
\n Stephanie Granger Harmon, Qinghua Guo, Paul Hanson, Andreas Hofmann, Burt Jones, Craig Knoblock, Mike McCann, Timothy Stough, Pedro Szekely, Ryan Utz, Sandra Villamizar <\/div>\n \n
\n Information Sciences<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n From GPS and Google Earth to Spatial Computing <\/a>\n <\/h3>\n\n
\n Peggy Agouris, Walid Aref, Michael F Goodchild, Santa Barbra, John Jensen, Craig A Knoblock, Richard Langley, Ed Mikhail, Shashi Shekhar, Ouri Wolfson, May Yuan <\/div>\n \n
\n 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Bringing Semantics to the Web <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Felix Mata<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Integrating color image segmentation and user labeling for efficient and robust graphics recognition from historical maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Stefan Leyk, Craig A Knoblock <\/div>\n \n
\n The Ninth IAPR International Workshop on Graphics Recognition, 1-4<\/i>, 2011\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2010<\/h2>\n \n
\n

\n \n An approach for recognizing text labels in raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A. Knoblock <\/div>\n \n
\n Pattern Recognition (ICPR) 20th International Conference on, 3199-3202<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n InfoFuse: Interleaved Information Gathering and Reasoning for Information Fusion <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n 2010\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Constructing reference sets from unstructured, ungrammatical text <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n Journal of Artificial Intelligence Research 38, 189-221<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Building geospatial mashups to visualize information for crisis management. <\/a>\n <\/h3>\n\n
\n Shubham Gupta, Craig A Knoblock <\/div>\n \n
\n ISCRAM<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n System and method for fusing geospatial data <\/a>\n <\/h3>\n\n
\n CC Chen, CA Knoblock, C Shahabi, YY Chiang <\/div>\n \n
\n US Patent 7,660,441<\/i>, 2010\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Strabo: a system for extracting road vector data from raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 18th SIGSPATIAL International Conference on Advances in \u2026<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A general approach to discovering, registering, and extracting features from raster maps <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Ching-Chien Chen, Yao-Yi Chiang, Aman Goel, Matthew Michelson, Cyrus Shahabi <\/div>\n \n
\n Document Recognition and Retrieval XVII 7534, 11-25<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Strabo: A System for Extracting Road Vector Data from Raster Maps (Demo Paper) <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A framework for integrating and reasoning about geospatial data <\/a>\n <\/h3>\n\n
\n Shubham Gupta, Craig A Knoblock <\/div>\n \n
\n Extended Abstracts of the Sixth International Conference on Geographic \u2026<\/i>, 2010\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2009<\/h2>\n \n
\n

\n \n A method for automatically extracting road layers from raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n 2009 10th International Conference on Document Analysis and Recognition, 838-842<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Extracting road vector data from raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n International workshop on graphics recognition, 93-105<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatic road vectorization of raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Proceedings of the Eighth International Workshop on Graphics Recognition<\/i>, 2009\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting Background Knowledge to Build Reference Sets for Information Extraction. <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n IJCAI, 2076-2082<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatic and accurate extraction of road intersections from raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock, Cyrus Shahabi, Ching-Chien Chen <\/div>\n \n
\n GeoInformatica 13, 121-157<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Discovering and Building Semantic Models of Web Sources. <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n ESWC, 2<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Classification of raster maps for automatic feature extraction <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances \u2026<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Linking the Deep Web to the Linked Data Web <\/a>\n <\/h3>\n\n
\n Craig Knoblock <\/div>\n \n
\n 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Extracting geographic features from the internet to automatically build detailed regional gazetteers <\/a>\n <\/h3>\n\n
\n Daniel W Goldberg, John P Wilson, Craig A Knoblock <\/div>\n \n
\n International Journal of Geographical Information Science 23 (1), 93-128<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Mining the Heterogeneous Transformations between Data Sources to Aid Record Linkage. <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n IC-AI, 422-428<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An approach to automatic road vectorization of raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Proc. GREC 2009<\/i>, 2009\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2008<\/h2>\n \n
\n

\n \n Identifying maps on the world wide web <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Aman Goel, Craig A Knoblock <\/div>\n \n
\n Geographic Information Science: 5th International Conference, GIScience 2008 \u2026<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically and accurately conflating raster maps with orthoimagery <\/a>\n <\/h3>\n\n
\n Ching-Chien Chen, Craig A Knoblock, Cyrus Shahabi <\/div>\n \n
\n GeoInformatica 12, 377-410<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploring the use of gazetteers and geocoders for the analysis and interpretation of a dynamically changing world <\/a>\n <\/h3>\n\n
\n Daniel W Goldberg, John P Wilson, Craig A Knoblock <\/div>\n \n
\n Understanding dynamics of geographic domains, 69-92<\/i>, 2008\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Why Do We Keep Turning Time Into Space? <\/a>\n <\/h3>\n\n
\n Colin Ware <\/div>\n \n
\n Understanding Dynamics of Geographic Domains. CRC Press, Boca Raton, FL, 3-12<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n 4 Exploring the Use <\/a>\n <\/h3>\n\n
\n Daniel W Goldberg, John P Wilson, Craig A Knoblock <\/div>\n \n
\n Understanding Dynamics of Geographic Domains, 51<\/i>, 2008\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Creating relational data from unstructured and ungrammatical data sources <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n Journal of Artificial Intelligence Research 31, 543-590<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Speculative plan execution for information gathering <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock <\/div>\n \n
\n Artificial Intelligence 172 (4-5), 413-453<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An effective and efficient approach for manually improving geocoded data <\/a>\n <\/h3>\n\n
\n Daniel W Goldberg, John P Wilson, Craig A Knoblock, Beate Ritz, Myles G Cockburn <\/div>\n \n
\n International journal of health geographics 7, 1-20<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatic extraction of road intersection position, connectivity, and orientations from raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 16th ACM SIGSPATIAL international conference on Advances \u2026<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Building mashups by example <\/a>\n <\/h3>\n\n
\n Rattapoom Tuchinda, Pedro Szekely, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 13th international conference on Intelligent user \u2026<\/i>, 2008\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Conflation of Geospatial Data. <\/a>\n <\/h3>\n\n
\n Ching-Chien Chen, Craig A Knoblock <\/div>\n \n
\n Encyclopedia of GIS, 133-140<\/i>, 2008\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Geospatial data conflation <\/a>\n <\/h3>\n\n
\n C Chen, C Knoblock <\/div>\n \n
\n Encyclopedia of GIS, SpringerScience+ Business Media, LLC<\/i>, 2008\n\n <\/div>\n\n <\/div>\n\n

2007<\/h2>\n \n
\n

\n \n Learning semantic definitions of online information sources <\/a>\n <\/h3>\n\n
\n Mark James Carman, Craig A Knoblock <\/div>\n \n
\n Journal of Artificial Intelligence Research 30, 1-50<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Constraint-Based Integration of Geospatial and Online Sources <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n 2007\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Geospatial data integration <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Cyrus Shahabi <\/div>\n \n
\n The Handbook of Geographic Information Science, 185-196<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Reformulating constraint models using input data <\/a>\n <\/h3>\n\n
\n Martin Michalowski, Craig A Knoblock, Berthe Y Choueiry <\/div>\n \n
\n International Symposium on Abstraction, Reformulation, and Approximation \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Special issue on noisy text analytics <\/a>\n <\/h3>\n\n
\n Craig Knoblock, Daniel Lopresti, Shourya Roy, L Venkata Subramaniam <\/div>\n \n
\n International Journal of Document Analysis and Recognition (IJDAR) 10, 127-128<\/i>, 2007\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Unsupervised information extraction from unstructured, ungrammatical data sources on the world wide web <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n International Journal of Document Analysis and Recognition (IJDAR) 10, 211-226<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Quality-driven geospatial data integration <\/a>\n <\/h3>\n\n
\n Snehal Thakkar, Craig A Knoblock, Jose Luis Ambite <\/div>\n \n
\n Proceedings of the 15th annual ACM international symposium on Advances in \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting automatically inferred constraint-models for building identification in satellite imagery <\/a>\n <\/h3>\n\n
\n Martin Michalowski, Craig A Knoblock, Ken Bayer, Berthe Y Choueiry <\/div>\n \n
\n Proceedings of the 15th annual ACM international symposium on Advances in \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning Semantic Descriptions of Web Information Sources. <\/a>\n <\/h3>\n\n
\n Mark James Carman, Craig A Knoblock <\/div>\n \n
\n IJCAI 7, 2695-2700<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Building data integration queries by demonstration <\/a>\n <\/h3>\n\n
\n Rattapoom Tuchinda, Pedro Szekely, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 12th international conference on Intelligent user \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically and accurately conflating road vector data, street maps, and orthoimagery <\/a>\n <\/h3>\n\n
\n CC Chen, C Knoblock, C Shahabi, YY Chiang <\/div>\n \n
\n US Patent App. 11\/169,076<\/i>, 2007\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n From text to geographic coordinates: the current state of geocoding <\/a>\n <\/h3>\n\n
\n Daniel W Goldberg, John P Wilson, Craig A Knoblock <\/div>\n \n
\n URISA journal 19 (1), 33-46<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n From text to geographic coordinates, URISA J <\/a>\n <\/h3>\n\n
\n DW Goldberg, JP Wilson, CA Knoblock <\/div>\n \n
\n J. Urban Reg. Inf. Assoc 19, 33-47<\/i>, 2007\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n 5 Using GIS to Measure the Effect of Overlapping Service Areas on Passenger Boardings at Bus Stops Thomas J. Kimpel, Kenneth J. Dueker, and Ahmed M. El-Geneidy 13 Teaching by \u2026 <\/a>\n <\/h3>\n\n
\n Marc Schlossberg, Darren Wyss, Joep Crompvoets, Floris de Bree, Pepijn van Oort, Arnold Bregt, Monica Wachowicz, Abbas Rajabifard, Ian Williamson, Daniel W Goldberg, John P Wilson, Craig A Knoblock, Christopher L Sidlar, Claus Rinner <\/div>\n \n
\n Journal of the Urban and Regional Information Systems Association 19 (1)<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting problem data to enrich models of constraint problems <\/a>\n <\/h3>\n\n
\n Martin Michalowski, Craig A Knoblock, Berthe Y Choueiry <\/div>\n \n
\n Proceedings of the Sixth International Workshop on Constraint Modelling and \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Beginning to Understand Unstructured, Ungrammatical Text: An Information Integration Approach. <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n AAAI Spring Symposium: Machine Reading, 79-84<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Reformulating constraint satisfaction problems to improve scalability <\/a>\n <\/h3>\n\n
\n Kenneth M Bayer, Martin Michalowski, Berthe Y Choueiry, Craig A Knoblock <\/div>\n \n
\n Abstraction, Reformulation, and Approximation: 7th International Symposium \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Mining heterogeneous transformations for record linkage <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 6th International Workshop on Information Integration on \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An automatic approach to semantic annotation of unstructured, ungrammatical sources: A first look <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n IJCAI\u201907 Workshop on Analytics for Noisy Unstructured Text Data, 123-130<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Reformulating csps for scalability with application to geospatial reasoning <\/a>\n <\/h3>\n\n
\n Kenneth M Bayer, Martin Michalowski, Berthe Y Choueiry, Craig A Knoblock <\/div>\n \n
\n Principles and Practice of Constraint Programming\u2013CP 2007: 13th \u2026<\/i>, 2007\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically and accurately conflating road vector data, street maps and orthoimagery <\/a>\n <\/h3>\n\n
\n YYC Ching-Chien Chen, Craig Knoblock, Cyrus Shahabi <\/div>\n \n
\n US Patent 20,070,014,488<\/i>, 2007\n\n <\/div>\n\n <\/div>\n\n

2006<\/h2>\n \n
\n

\n \n Automatically and efficiently matching road networks with spatial attributes in unknown geometry systems <\/a>\n <\/h3>\n\n
\n Ching-Chien Chen, Cyrus Shahabi, Craig A Knoblock, Mohammad Kolahdouzan <\/div>\n \n
\n the Proceedings of the Third Workshop on Spatio-Temporal Database Management \u2026<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Classification of line and character pixels on raster maps using discrete cosine transformation coefficients and support vector machine <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock <\/div>\n \n
\n 18th International Conference on Pattern Recognition (ICPR'06) 2, 1034-1037<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Geodec: Enabling geospatial decision making <\/a>\n <\/h3>\n\n
\n Cyrus Shahabi, Yao-Yi Chiang, Kelvin Chung, Kai-Chen Huang, Jeff Khoshgozaran-Haghighi, Craig Knoblock, Sung Chun Lee, Ulrich Neumann, Ram Nevatia, Arjun Rihan, Snehal Thakkar, Suya You <\/div>\n \n
\n 2006 IEEE International Conference on Multimedia and Expo, 93-96<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Phoebus: A System for Extracting and Integrating Data from Unstructured and Ungrammatical Sources. <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n AAAI 6, 1947-1948<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning blocking schemes for record linkage <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n AAAI 6, 440-445<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatic alignment of vector data and orthoimagery for the national map <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Cyrus Shahabi, Ching-Chien Chen, E Lynn Usery <\/div>\n \n
\n Proceedings of the 2006 international conference on Digital government \u2026<\/i>, 2006\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically conflating road vector data with orthoimagery <\/a>\n <\/h3>\n\n
\n Ching-Chien Chen, Craig A Knoblock, Cyrus Shahabi <\/div>\n \n
\n GeoInformatica 10, 495-530<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Active learning with multiple views <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig A Knoblock <\/div>\n \n
\n Journal of Artificial Intelligence Research 27, 203-233<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Active learning with multiple view [J] <\/a>\n <\/h3>\n\n
\n MS Minton, CA Knoblock <\/div>\n \n
\n Journal of Artificial Intelligence Research 27 (1), 203-233<\/i>, 2006\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Performing predictive pricing based on historical data <\/a>\n <\/h3>\n\n
\n O Etzioni, A Yates, CA Knoblock, R Tuchinda <\/div>\n \n
\n US Patent 20,050,004,819<\/i>, 2006\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2005<\/h2>\n \n
\n

\n \n Composing, optimizing, and executing plans for bioinformatics web services <\/a>\n <\/h3>\n\n
\n Snehal Thakkar, Jos\u00e9 Luis Ambite, Craig A Knoblock <\/div>\n \n
\n The VLDB Journal 14, 330-353<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning approximate thematic maps from labeled geospatial data <\/a>\n <\/h3>\n\n
\n Mehdi Sharifzadeh, Cyrus Shahabi, Craig A Knoblock <\/div>\n \n
\n Next Gener. Geospatial Inf. From Digit. Image Anal. to Spat. Databases 3<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Semantic annotation of unstructured and ungrammatical text <\/a>\n <\/h3>\n\n
\n Matthew Michelson, Craig A Knoblock <\/div>\n \n
\n International Joint Conference on Artificial Intelligence 19, 1091<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Digital library information-technology infrastructures <\/a>\n <\/h3>\n\n
\n Yannis Ioannidis, David Maier, Serge Abiteboul, Peter Buneman, Susan Davidson, Edward Fox, Alon Halevy, Craig Knoblock, Fausto Rabitti, Hans Schek, Gerhard Weikum <\/div>\n \n
\n International journal on digital libraries 5, 266-274<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning source descriptions for web services <\/a>\n <\/h3>\n\n
\n Mark James Carman, CA Knoblock <\/div>\n \n
\n PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 20 (4), 1640<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A constraint satisfaction approach to geospatial reasoning <\/a>\n <\/h3>\n\n
\n Martin Michalowski, Craig A Knoblock <\/div>\n \n
\n AAAI 2005, 423-429<\/i>, 2005\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An expressive language and efficient execution system for software agents <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock <\/div>\n \n
\n Journal of Artificial Intelligence Research 23, 625-666<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2004<\/h2>\n \n
\n

\n \n Retrieving and semantically integrating heterogeneous data from the web <\/a>\n <\/h3>\n\n
\n Martin Michalowski, Jose Luis Ambite, Snehal Thakkar, Rattapoom Tuchinda, Craig A Knoblock, Steve Minton <\/div>\n \n
\n IEEE Intelligent Systems 19 (3), 72-79<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2005<\/h2>\n \n
\n

\n \n Guest editors' introduction: planning with templates <\/a>\n <\/h3>\n\n
\n Doug Dyer, Steve Cross, Craig A Knoblock, Steven Minton, Austin Tate <\/div>\n \n
\n IEEE intelligent Systems 20 (2), 13-15<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Conditional constraint networks for interleaved planning and information gathering <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Craig A Knoblock, Maria Muslea, Steven Minton <\/div>\n \n
\n IEEE Intelligent Systems 20 (2), 25-33<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically utilizing secondary sources to align information across sources <\/a>\n <\/h3>\n\n
\n Martin Michalowski, Snehal Thakkar, Craig A Knoblock <\/div>\n \n
\n Ai Magazine 26 (1), 33-33<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n SERGEANT: A framework for building more flexible web agents by exploiting a search engine <\/a>\n <\/h3>\n\n
\n Shou-de Lin, Craig A Knoblock <\/div>\n \n
\n Web Intelligence and Agent Systems: An International Journal 3 (1), 1-15<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically identifying and georeferencing street maps on the web <\/a>\n <\/h3>\n\n
\n Sneha Desai, Craig A Knoblock, Yao-Yi Chiang, Kandarp Desai, Ching-Chien Chen <\/div>\n \n
\n Proceedings of the 2005 workshop on Geographic information retrieval, 35-38<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatic extraction of road intersections from raster maps <\/a>\n <\/h3>\n\n
\n Yao-Yi Chiang, Craig A Knoblock, Ching-Chien Chen <\/div>\n \n
\n Proceedings of the 13th annual ACM international workshop on Geographic \u2026<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A heterogeneous field matching method for record linkage <\/a>\n <\/h3>\n\n
\n Steven N Minton, Claude Nanjo, Craig A Knoblock, Martin Michalowski, Matthew Michelson <\/div>\n \n
\n Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp.<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Interactively building agents for consumer-side data mining <\/a>\n <\/h3>\n\n
\n Rattapoom Tuchinda, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 10th international conference on Intelligent user \u2026<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n GeoMatchMaker: automatic and efficient matching of vector data with spatial attributes in unknown geometry systems <\/a>\n <\/h3>\n\n
\n Mohammad Kolahdouzan, Ching-Chien Chen, Cyrus Shahabi, Craig A Knoblock <\/div>\n \n
\n Proc., UCGIS 2005 Summer Assembly<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning to optimize plan execution in information agents <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Case-Based Reasoning Research and Development: 6th International Conference \u2026<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Machine Learning Techniques for Wrapper Maintenance <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Steven N Minton, Craig A Knoblock <\/div>\n \n
\n Virtual Enterprise Integration: Technological and Organizational \u2026<\/i>, 2005\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Plan optimization by plan rewriting <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Craig A Knoblock, Steven Minton <\/div>\n \n
\n Intelligent Techniques for Planning, 121-161<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Inducing source descriptions for automated web service composition <\/a>\n <\/h3>\n\n
\n Mark James Carman, Craig A Knoblock <\/div>\n \n
\n Proceedings of the AAAI 2005 Workshop on Exploring Planning and Scheduling \u2026<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A mixed-initiative system for building mixed-initiative systems <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Pedro Szekely, Rattapoom Tuchinda <\/div>\n \n
\n Proceedings of the AAAI Fall Symposium on Mixed-Initiative Problem-Solving \u2026<\/i>, 2005\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Plan Optimization by Plan Rewriting <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Intelligent Techniques for Planning, 121<\/i>, 2005\n\n <\/div>\n\n <\/div>\n\n

2004<\/h2>\n \n
\n

\n \n Exploiting secondary sources for unsupervised record linkage <\/a>\n <\/h3>\n\n
\n Martin Michalowski, Snehal Thakkar, Craig A Knoblock <\/div>\n \n
\n 2004 VLDB Workshop on Information Integration on the Web<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Utilizing Road Network Data for Automatic Identification of Road Intersections from High Resolution Color Orthoimagery. <\/a>\n <\/h3>\n\n
\n Ching-Chien Chen, Cyrus Shahabi, Craig A Knoblock <\/div>\n \n
\n STDBM 4, 17-24<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Using the structure of web sites for automatic segmentation of tables <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Lise Getoor, Steven Minton, Craig Knoblock <\/div>\n \n
\n Proceedings of the 2004 ACM SIGMOD international conference on Management of \u2026<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A data integration approach to automatically composing and optimizing web services <\/a>\n <\/h3>\n\n
\n Snehal Thakkar, Jose Luis Ambite, Craig A Knoblock <\/div>\n \n
\n Proceedings of 2004 ICAPS Workshop on Planning and Scheduling for Web and \u2026<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting online sources to accurately geocode addresses <\/a>\n <\/h3>\n\n
\n Rahul Bakshi, Craig A Knoblock, Snehal Thakkar <\/div>\n \n
\n Proceedings of the 12th annual ACM international workshop on geographic \u2026<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically and accurately conflating orthoimagery and street maps <\/a>\n <\/h3>\n\n
\n Ching-Chien Chen, Craig A Knoblock, Cyrus Shahabi, Yao-Yi Chiang, Snehal Thakkar <\/div>\n \n
\n Proceedings of the 12th annual ACM international workshop on Geographic \u2026<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Guest Editors' Introduction: Mining Actionable Knowledge on the Web <\/a>\n <\/h3>\n\n
\n Qiang Yang, Craig A Knoblock, Xindong Wu <\/div>\n \n
\n IEEE Intelligent Systems 19 (6), 30-31<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Agent wizard: building information agents by answering questions <\/a>\n <\/h3>\n\n
\n Rattapoom Tuchinda, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 9th international conference on Intelligent user \u2026<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Building Software Agents for Planning, Monitoring, and Optimizing Travel. <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n ENTER, 1-15<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Populating the semantic web <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Cenk Gazen, Steven Minton, Craig A Knoblock <\/div>\n \n
\n Proceedings of the AAAI 2004 Workshop on Advances in Text Extraction and \u2026<\/i>, 2004\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

2003<\/h2>\n \n
\n

\n \n Information integration on the web <\/a>\n <\/h3>\n\n
\n Subbarao Kambhampati, Craig A Knoblock <\/div>\n \n
\n IEEE Intelligent Systems 18 (5), 14-15<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Combining Classification and Transduction for Value Prediction in Speculative Plan Execution. <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock <\/div>\n \n
\n IIWeb, 131-136<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning value predictors for the speculative execution of information gathering plans <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock <\/div>\n \n
\n IJCAI 3, 3-9<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Efficient Execution of Recursive Integration Plans. <\/a>\n <\/h3>\n\n
\n Snehal Thakkar, Craig A Knoblock <\/div>\n \n
\n IIWeb, 169-174<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Deploying information agents on the web <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n IJCAI, 1580-1586<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Active learning with strong and weak views: A case study on wrapper induction <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig A Knoblock <\/div>\n \n
\n IJCAI 3, 415-420<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Proceedings of the 2003 International Conference on Information Integration on the Web <\/a>\n <\/h3>\n\n
\n Subbarao Kambhampati, Craig A Knoblock <\/div>\n \n
\n AAAI Press<\/i>, 2003\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n To buy or not to buy: mining airfare data to minimize ticket purchase price <\/a>\n <\/h3>\n\n
\n Oren Etzioni, Rattapoom Tuchinda, Craig A Knoblock, Alexander Yates <\/div>\n \n
\n Proceedings of the ninth ACM SIGKDD international conference on Knowledge \u2026<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Wrapper induction by hierarchical data analysis <\/a>\n <\/h3>\n\n
\n I Muslea, S Minton, CA Knoblock <\/div>\n \n
\n US Patent 6,606,625<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting secondary sources for automatic object consolidation <\/a>\n <\/h3>\n\n
\n Martin Michalowski, Snehal Thakkar, Craig A Knoblock <\/div>\n \n
\n Proceeding of 2003 KDD Workshop on Data Cleaning, Record Linkage, and Object \u2026<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Proteus: A System for Dynamically Composing and Intelligently Executing Web Services. <\/a>\n <\/h3>\n\n
\n Shahram Ghandeharizadeh, Craig A Knoblock, Christos Papadopoulos, Cyrus Shahabi, Esam Alwagait, Jos\u00e9 Luis Ambite, Min Cai, Ching-Chien Chen, Parikshit Pol, Rolfe R Schmidt, Saihong Song, Snehal Thakkar, Runfang Zhou <\/div>\n \n
\n ICWS, 17-21<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A view integration approach to dynamic composition of web services <\/a>\n <\/h3>\n\n
\n Snehal Thakkar, Craig A Knoblock, Jos\u00e9 Luis Ambite <\/div>\n \n
\n Proceedings of 2003 ICAPS Workshop on Planning for Web Services<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Wrapper maintenance: A machine learning approach <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Steven N Minton, Craig A Knoblock <\/div>\n \n
\n Journal of Artificial Intelligence Research 18, 149-181<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information Integration on the Web: A view from AI and Databases (Report on IIWeb-03) <\/a>\n <\/h3>\n\n
\n Subbarao Kambhampati, Craig A Knoblock <\/div>\n \n
\n ACM SIGMOD Record 32 (4), 122-123<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Rapid integration of online and geospatial data sources for knowledge discovery <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Cyrus Shahabi, John P Wilson <\/div>\n \n
\n Unpublished White Paper Prepared for University Consortium for Geographic \u2026<\/i>, 2003\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting a search engine to develop more flexible Web agents <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Proceedings IEEE\/WIC International Conference on Web Intelligence (WI 2003 \u2026<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically and accurately conflating satellite imagery and maps <\/a>\n <\/h3>\n\n
\n Ching-Chien Chen, Craig A Knoblock, Cyrus Shahabi, Snehal Thakkar <\/div>\n \n
\n International Workshop on Next Generation Geospatial Information<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n ITR: Framework for Integrating Geospatial and Online Data to Respond to Unexpected Events <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n NSF Award Number 0324955. Directorate for Computer and Information Science \u2026<\/i>, 2003\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Heracles: Hierarchical dynamic constraint networks for interactive planning <\/a>\n <\/h3>\n\n
\n J Ambite, C Knoblock, Maria Muslea, Steven Minton <\/div>\n \n
\n Access mode https:\/\/pdfs. semanticscholar. org\/948a \u2026<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically annotating and integrating spatial datasets <\/a>\n <\/h3>\n\n
\n Ching-Chien Chen, Snehal Thakkar, Craig Knoblock, Cyrus Shahabi <\/div>\n \n
\n Advances in Spatial and Temporal Databases: 8th International Symposium \u2026<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Accurately and reliably extracting data from the web: A machine learning approach <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Kristina Lerman, Steven Minton, Ion Muslea <\/div>\n \n
\n Intelligent exploration of the web, 275-287<\/i>, 2003\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Active Learning with Strong and Weak Views: A Case Study on Wrapper <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven N Minton, Craig A Knoblock <\/div>\n \n
\n IJCAI: Proceedings of the Conference, 415<\/i>, 2003\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Report on the workshop of Information Integration on the Web <\/a>\n <\/h3>\n\n
\n S Kambhampati, C Knoblock <\/div>\n \n
\n SIGMOD RECORD 32 (4), 122-123<\/i>, 2003\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information Integration on the Web-Guest Editors' introduction: Information Integration on the Web <\/a>\n <\/h3>\n\n
\n Subbarao Kambhampati, Craig A Knoblock <\/div>\n \n
\n IEEE Intelligent Systems 18 (5), 114<\/i>, 2003\n\n <\/div>\n\n <\/div>\n\n

2002<\/h2>\n \n
\n

\n \n Adaptive view validation: A first step towards automatic view detection <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig A Knoblock <\/div>\n \n
\n ICML 1, 3<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Active+ semi-supervised learning= robust multi-view learning <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig A Knoblock <\/div>\n \n
\n ICML 2, 435-442<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information Integration on the Web <\/a>\n <\/h3>\n\n
\n Craig Knoblock, C Kambhampati <\/div>\n \n
\n Proc. of the Eighteenth National Conference on Artificial Intelligence (AAAI\u201902)<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Dynamically composing web services from on-line sources <\/a>\n <\/h3>\n\n
\n Snehal Thakkar, Craig A Knoblock, Jose Luis Ambite, Cyrus Shahabi <\/div>\n \n
\n Proceeding of the AAAI-2002 Workshop on Intelligent Service Integration, 1-7<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Getting from here to there: Interactive planning and agent execution for optimizing travel <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Greg Barish, Craig A Knoblock, Maria Muslea, Jean Oh, Steven Minton <\/div>\n \n
\n AAAI\/IAAI, 862-869<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning domain-independent string transformation weights for high accuracy object identification <\/a>\n <\/h3>\n\n
\n Sheila Tejada, Craig A Knoblock, Steven Minton <\/div>\n \n
\n Proceedings of the eighth ACM SIGKDD international conference on Knowledge \u2026<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Coalition agents experiment: Multiagent cooperation in international coalitions <\/a>\n <\/h3>\n\n
\n David N Allsopp, Patrick Beautement, Michael Kirton, Jeffrey M Bradshaw, Niranjan Suri, Edmund H Durfee, Craig A Knoblock, Austin Tate, Craig W Thompson <\/div>\n \n
\n IEEE Intelligent Systems 17 (3), 26-35<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Web: A Machine Learning Approach\u00b9 <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Kristina Lerman, Ion Muslea <\/div>\n \n
\n Intelligent Exploration of the Web 111, 275<\/i>, 2002\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Technology requirements for information management <\/a>\n <\/h3>\n\n
\n Sara Graves, Craig A Knoblock, Larry Lannom <\/div>\n \n
\n RIACS Technical Report 2.07, November 2002, available online at www. riacs \u2026<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Agents for gathering, integrating, and monitoring information for travel planning <\/a>\n <\/h3>\n\n
\n C Knoblock <\/div>\n \n
\n IEEE Intelligent Systems 17 (6), 63-66<\/i>, 2002\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Intelligent systems for tourism <\/a>\n <\/h3>\n\n
\n Steffen Staab, Hannes Werthner, Francesco Ricci, Alexander Zipf, Ulrike Gretzel, Daniel R Fesenmaier, C\u00e9cile Paris, Craig Knoblock <\/div>\n \n
\n IEEE intelligent systems 17 (6), 53-66<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Coalition agents experiment: Multiagent cooperation in international coalitions <\/a>\n <\/h3>\n\n
\n Craig Knoblock <\/div>\n \n
\n IEEE Intelligent\u2026<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Adaptive view validation: A case study on wrapper induction <\/a>\n <\/h3>\n\n
\n I Muslea, S Minton, C Knoblock <\/div>\n \n
\n Proc. of ICML<\/i>, 2002\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n View Validation: A Case Study for Wrapper Induction and Text Classification <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig A Knoblock <\/div>\n \n
\n 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning Efficient Value Predictors for Speculative Plan Execution. <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock <\/div>\n \n
\n WebDB, 77-82<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An Expressive and Efficient Language for Information Gathering on the Web <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock <\/div>\n \n
\n Proceedings of the Sixth International Conference on AI Planning and \u2026<\/i>, 2002\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Knowledge Systems for Coalition Operations-Coalition Agents Experiment: Multiagent Cooperation in International Coalitions <\/a>\n <\/h3>\n\n
\n David N Allsopp, Patrick Beautement, Jeffrey M Bradshaw, Edmund H Durfee, Michael Kirton, Craig A Knoblock, Niranjan Suri, Austin Tate, Craig W Thompson <\/div>\n \n
\n IEEE Intelligent Systems 17 (3), 26-35<\/i>, 2002\n\n <\/div>\n\n <\/div>\n\n

2001<\/h2>\n \n
\n

\n \n The WorldInfo Assistant: Spatio-Temporal Information Integration on the Web <\/a>\n <\/h3>\n\n
\n Jose Luis Ambite, Craig A Knoblock, Mohammad R Kolahdouzan, Maria Muslea, Cyrus Shahabi, Snehal Thakkar <\/div>\n \n
\n VLDB, 717-718<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Selective sampling+ semi-supervised learning= robust multi-view learning <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steve Minton, Craig A Knoblock <\/div>\n \n
\n IJCAI-01 Workshop on Text Learning: Beyond Supervision<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatic data extraction from lists and tables in web sources <\/a>\n <\/h3>\n\n
\n Kristina Lerman, Craig Knoblock, Steven Minton <\/div>\n \n
\n IJCAI-2001 Workshop on Adaptive Text Extraction and Mining 98<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Integrating the world: The worldinfo assistant <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Jose Luis Ambite, Steven Minton, Cyrus Shahabi, Mohammad Kolahdouzan, Maria Muslea, Jean Oh, Snehal Thakkar <\/div>\n \n
\n Proceedings of the 2001 International Conference on Artificial Intelligence \u2026<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Mixed-initiative, multi-source information assistants <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Steven Minton, Jose Luis Ambite, Maria Muslea, Jean Oh, Martin Frank <\/div>\n \n
\n Proceedings of the 10th international conference on World Wide Web, 697-707<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Cooperation in International Coalitions <\/a>\n <\/h3>\n\n
\n David N Allsopp, Patrick Beautement, Michael Kirton, Jeffrey M Bradshaw, Niranjan Suri, Edmund H Durfee, Craig A Knoblock, Austin Tate, Craig W Thompson <\/div>\n \n
\n Comm. ACM 44 (4), 35-41<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The ariadne approach to web-based information integration <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Steven Minton, Jose Luis Ambite, Naveen Ashish, Ion Muslea, Andrew G Philpot, Sheila Tejada <\/div>\n \n
\n International Journal of Cooperative Information Systems 10 (01n02), 145-169<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Compiling source descriptions for efficient and flexible information integration <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Craig A Knoblock, Ion Muslea, Andrew G Philpot <\/div>\n \n
\n Journal of Intelligent Information Systems 16, 149-187<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Hierarchical wrapper induction for semistructured information sources <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig A Knoblock <\/div>\n \n
\n Autonomous Agents and Multi-Agent Systems 4, 93-114<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning object identification rules for information integration <\/a>\n <\/h3>\n\n
\n Sheila Tejada, Craig A Knoblock, Steven Minton <\/div>\n \n
\n Information Systems 26 (8), 607-633<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Efficiently querying moving objects with pre-defined paths in a distributed environment <\/a>\n <\/h3>\n\n
\n Cyrus Shahabi, Mohammad R Kolahdouzan, Snehal Thakkar, Jose Luis Ambite, Craig A Knoblock <\/div>\n \n
\n Proceedings of the 9th ACM international symposium on Advances in geographic \u2026<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An intelligent user interface for mixed-initiative multi-source travel planning <\/a>\n <\/h3>\n\n
\n Martin Frank, Maria Muslea, Jean Oh, Steve Minton, Craig Knoblock <\/div>\n \n
\n Proceedings of the 6th international conference on Intelligent user \u2026<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A machine learning approach to accurately and reliably extracting data from the web <\/a>\n <\/h3>\n\n
\n C Knoblock, Kristina Lerman, Steven Minton, Ion Muslea <\/div>\n \n
\n Proceedings of the IJCAI Workshop on Adaptive Text Extraction and Mining<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Planning by rewriting <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Craig A. Knoblock <\/div>\n \n
\n Artificial Intelligence<\/i>, 2001\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatic data extraction from lists and tables in Web sources. IJCAI-01 <\/a>\n <\/h3>\n\n
\n K Lerman, C Knoblock, S Minton <\/div>\n \n
\n Workshop on Adaptive Text Extraction and Mining<\/i>, 2001\n\n <\/div>\n\n <\/div>\n\n

2000<\/h2>\n \n
\n

\n \n Selective sampling with naive cotesting: Preliminary results <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, C Knoblock <\/div>\n \n
\n The ECAI 2000 workshop on Machine Learning for information extraction<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Speculative Execution for Information Agents <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock, Steven Minton <\/div>\n \n
\n AAAI\/IAAI, 1062<\/i>, 2000\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The TheaterLoc virtual application <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi <\/div>\n \n
\n AAAI\/IAAI, 980-987<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Selective sampling with redundant views <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig A Knoblock <\/div>\n \n
\n AAAI\/IAAI, 621-626<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Selective Sampling with Co-Testing: Preliminary Results <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig A Knoblock <\/div>\n \n
\n AAAI\/IAAI, 1107<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Dataflow plan execution for software agents <\/a>\n <\/h3>\n\n
\n Greg Barish, Daniel DiPasquo, Craig A Knoblock, Steven Minton <\/div>\n \n
\n Proceedings of the fourth international conference on Autonomous agents, 138-139<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A dataflow approach to agent-based information management <\/a>\n <\/h3>\n\n
\n Greg Barish, Daniel DiPasquo, Craig A Knoblock, Steven Minton <\/div>\n \n
\n Proceedings of the 2000 International Conference of on Artificial Intelligence<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Flexible and scalable cost-based query planning in mediators: A transformational approach <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Craig A Knoblock <\/div>\n \n
\n Artificial Intelligence 118 (1-2), 115-161<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Selective sampling with co-testing <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig A Knoblock <\/div>\n \n
\n The CRM Workshop on" Combining and Selecting Multiple Models With Machine \u2026<\/i>, 2000\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Workshop on Intelligent Information Integration (III-99) <\/a>\n <\/h3>\n\n
\n Dieter Fensel, Craig Knoblock, Nicholas Kushmerick, Marie-Christine Rousset <\/div>\n \n
\n AI Magazine 21 (1), 91-91<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Theaterloc: Using information integration technology to rapidly build virtual applications <\/a>\n <\/h3>\n\n
\n Greg Barish, Yi-Shin Chen, Dan DiPasquo, Craig A Knoblock, Steven Minton, Ion Muslea, Cyrus Shahabi <\/div>\n \n
\n Proceedings of 16th International Conference on Data Engineering (Cat. No \u2026<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Semantic query optimization for query plans of heterogeneous multidatabase systems <\/a>\n <\/h3>\n\n
\n Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n IEEE Transactions on Knowledge and Data Engineering 12 (6), 959-978<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Intelligent Agents for Retrieving, Filtering, and Managing Information <\/a>\n <\/h3>\n\n
\n C Knoblock <\/div>\n \n
\n 2000\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Master Index\u2014Volumes 111\u2013120 <\/a>\n <\/h3>\n\n
\n JL Ambite, CA Knoblock, F Bacchus, JY Halpern, HJ Levesque, F Kabanza, C Baral, P Baroni, M Giacomin, G Guida, JC Beck, MS Fox, S Ben-David, R Ben-Eliyahu-Zohary, A Bochman <\/div>\n \n
\n Artificial Intelligence 120, 281-290<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Proceedings, the Fifth International Conference on Artificial Intelligence Planning and Scheduling <\/a>\n <\/h3>\n\n
\n Steve Chien, Subbarao Kambhampati, Craig A Knoblock <\/div>\n \n
\n AAAI Press<\/i>, 2000\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning plan rewriting rules <\/a>\n <\/h3>\n\n
\n Josd Luis Ambite, Craig A Knoblock, Steven Minton <\/div>\n \n
\n parameters 10, 7Y<\/i>, 2000\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

1999<\/h2>\n \n
\n

\n \n Selectively materializing data in mediators by analyzing user queries <\/a>\n <\/h3>\n\n
\n Naveen Ashish, Craig A Knoblock, Cyrus Shahabi <\/div>\n \n
\n Proceedings Fourth IFCIS International Conference on Cooperative Information \u2026<\/i>, 1999\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Theaterloc: A case study in building an information integration application <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi <\/div>\n \n
\n IJCAI Workshop on Intelligent Information Integration<\/i>, 1999\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning to handle inconsistency for multi-source integration <\/a>\n <\/h3>\n\n
\n Sheila Tejada, Craig A Knoblock, Steven Minton <\/div>\n \n
\n Proceedings of the sixteenth national conference on Artificial intelligence \u2026<\/i>, 1999\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Active learning for hierarchical wrapper induction <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steven Minton, Craig Knoblock <\/div>\n \n
\n AAAI\/IAAI, 975<\/i>, 1999\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Building Agents for Internet-based Supply Chain Integration <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Steven Minton <\/div>\n \n
\n Proceedings of the Workshop on Agents for Electronic Commerce and Managing \u2026<\/i>, 1999\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A hierarchical approach to wrapper induction <\/a>\n <\/h3>\n\n
\n C Knoblock, S Minton, I Muslea <\/div>\n \n
\n Proc. of 3rd Intern. Conf. on Autonomous Agents 10 (301136.301191)<\/i>, 1999\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A hierarchical approach to wrapper induction <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steve Minton, Craig Knoblock <\/div>\n \n
\n Proceedings of the third annual conference on Autonomous Agents, 190-197<\/i>, 1999\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Scalable software architectures for decision support <\/a>\n <\/h3>\n\n
\n Mark A Musen <\/div>\n \n
\n Methods of information in medicine 38 (04\/05), 229-238<\/i>, 1999\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An efficient plan execution system for information management agents <\/a>\n <\/h3>\n\n
\n Greg Barish, Dan DiPasquo, Craig A Knoblock, Steven Minton <\/div>\n \n
\n Proceedings of the 2nd international workshop on Web information and data \u2026<\/i>, 1999\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Selectively materializing data in mediators by analyzing source structure, query distribution and maintenance cost <\/a>\n <\/h3>\n\n
\n Naveen Ashish, Craig A Knoblock, Cyrus Shahabi <\/div>\n \n
\n Proceedings of the 2nd international workshop on Web information and data \u2026<\/i>, 1999\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Selectively materializing data in mediators by analyzing source structure, query distribution and maintenance cost <\/a>\n <\/h3>\n\n
\n Craig Knoblock <\/div>\n \n
\n 1999\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n TheaterLoc: A Case Study in Building An Information Integration System. <\/a>\n <\/h3>\n\n
\n Greg Barish, Craig A Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi <\/div>\n \n
\n Intelligent Information Integration<\/i>, 1999\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information Sciences Institute, Integrated Media Systems Cen ter and Department of Computer Science University of Southern California 4676 Admiralty Way, Marina del Rey, CA 90292 <\/a>\n <\/h3>\n\n
\n Naveen Ashish, Craig A Knoblock, Cyrus Shahabi <\/div>\n \n
\n 1999\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Intelligent information integration <\/a>\n <\/h3>\n\n
\n Dieter Fensel, Craig Knoblock, Nicholas Kushmerick <\/div>\n \n
\n Proc. IJCAI-99 Workshop<\/i>, 1999\n\n <\/div>\n\n <\/div>\n\n

1998<\/h2>\n \n
\n

\n \n Handling inconsistency for multi-source integration <\/a>\n <\/h3>\n\n
\n Sheila Tejada, Craig A Knoblock, Steven Minton <\/div>\n \n
\n Proceedings of the fifteenth national\/tenth conference on Artificial \u2026<\/i>, 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Optimizing information agents by selectively materializing data <\/a>\n <\/h3>\n\n
\n Naveen Ashish, Craig A Knoblock, Cyrus Shahabi <\/div>\n \n
\n AAAI\/IAAI, 1168<\/i>, 1998\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Modeling web sources for information integration <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Steven Minton, Jose Luis Ambite, Naveen Ashish, Pragnesh Jay Modi, Ion Muslea, Andrew G Philpot, Sheila Tejada <\/div>\n \n
\n AAAI\/IAAI, 211-218<\/i>, 1998\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Stalker: Learning extraction rules for semistructured, web-based information sources <\/a>\n <\/h3>\n\n
\n Ion Muslea, Steve Minton, Craig Knoblock <\/div>\n \n
\n Proceedings of AAAI-98 Workshop on AI and Information Integration 7, 4-81<\/i>, 1998\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Flexible and scalable query planning in distributed and heterogeneous environments <\/a>\n <\/h3>\n\n
\n Jose Luis Ambite, Craig A Knoblock <\/div>\n \n
\n Proceedings of the Fourth International Conference on Artificial \u2026<\/i>, 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Ariadne: A system for constructing mediators for internet sources <\/a>\n <\/h3>\n\n
\n Jose Luis Ambite, Naveen Ashish, Greg Barish, Craig A Knoblock, Steven Minton, Pragnesh J Modi, Ion Muslea, Andrew Philpot, Sheila Tejada <\/div>\n \n
\n Proceedings of the 1998 ACM SIGMOD international conference on Management of \u2026<\/i>, 1998\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Intelligent caching for information mediators: A kr based approach <\/a>\n <\/h3>\n\n
\n Naveen Ashish, Craig A Knoblock, Cyrus Shahabi <\/div>\n \n
\n Knowledge representation meets databases (KRDB), Seattle, WA 91<\/i>, 1998\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n \u00a1\u00a1\u00a4\u00a6 The Planning Domain Definition Language Draft 1.1 <\/a>\n <\/h3>\n\n
\n Constructions Aeronautiques, Adele Howe, Craig Knoblock, ISI Drew McDermott, Ashwin Ram, Manuela Veloso, Daniel Weld, David Wilkins SRI, Anthony Barrett, Dave Christianson, Marc Friedman, Chung Kwok, Keith Golden, Scott Penberthy, David E Smith, Ying Sun <\/div>\n \n
\n 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information integration <\/a>\n <\/h3>\n\n
\n Marti A. Hearst, AY Levy, C Knoblock, S Minton, W Cohen <\/div>\n \n
\n IEEE Intelligent Systems and their Applications 13 (5), 12-24<\/i>, 1998\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n \u00a1\u00a1\u00a4\u00a5 The Planning Domain Definition Language Version 1.2 <\/a>\n <\/h3>\n\n
\n Constructions Aeronautiques, Adele Howe, Craig Knoblock, ISI Drew McDermott, Ashwin Ram, Manuela Veloso, Daniel Weld, David Wilkins SRI, Anthony Barrett, Dave Christianson, Marc Friedman, Chung Kwok, Keith Golden, Scott Penberthy, David E Smith, Ying Sun <\/div>\n \n
\n 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n PDDL\u2014The Planning Domain Definition Language Version 1.2 <\/a>\n <\/h3>\n\n
\n Constructions Aeronautiques, Adele Howe, Craig Knoblock, ISI Drew McDermott, Ashwin Ram, Manuela Veloso, Daniel Weld, David Wilkins SRI, Anthony Barrett, Dave Christianson, Marc Friedman, Chung Kwok, Keith Golden, Scott Penberthy, David E Smith, Ying Sun <\/div>\n \n
\n 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n PDDL-the planning domain definition language <\/a>\n <\/h3>\n\n
\n Drew McDermott, Malik Ghallab, Adele Howe, Craig Knoblock, Ashwin Ram, Manuela Veloso, Daniel Weld, David Wilkins <\/div>\n \n
\n 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Pddl\u2013the planning domain definition language\u2013version 1.2 <\/a>\n <\/h3>\n\n
\n Drew McDermott, Malik Ghallab, Adele Howe, Craig Knoblock, Ashwin Ram, Manuela Veloso, Daniel Weld, David Wilkins <\/div>\n \n
\n Yale Center for Computational Vision and Control, Technical Report, CVC TR \u2026<\/i>, 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Pddl\u2014the planning domain definition language <\/a>\n <\/h3>\n\n
\n Constructions Aeronautiques, Adele Howe, Craig Knoblock, ISI Drew McDermott, Ashwin Ram, Manuela Veloso, Daniel Weld, David Wilkins Sri, Anthony Barrett, Dave Christianson, Marc Friedman, Chung Kwok, Keith Golden, Scott Penberthy, David E Smith, Ying Sun <\/div>\n \n
\n Technical Report, Tech. Rep.<\/i>, 1998\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Discovering robust knowledge from databases that change <\/a>\n <\/h3>\n\n
\n Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n Data Mining and Knowledge Discovery 2, 69-95<\/i>, 1998\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning wrappers for semistructured, webbased information sources <\/a>\n <\/h3>\n\n
\n I Muslea, S Minton, C Knoblock <\/div>\n \n
\n Workshop on AI and Information Integration. AAAI<\/i>, 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The ariadne approach to web-based information integration <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n IEEE Intelligent Systems 13 (5), 17-20<\/i>, 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n 2.2 Internet and Information Access <\/a>\n <\/h3>\n\n
\n Oren Etzioni, Daniel Weld, Yigal Arens, Chun-Nan Hsu, Craig A Knoblock, Daniel Kuokka, Larry Harada <\/div>\n \n
\n Readings in Agents, 75<\/i>, 1998\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Wrapper induction for semistructured, web-based information sources <\/a>\n <\/h3>\n\n
\n Ion Muslea <\/div>\n \n
\n Proc. Conference on Automatic Learning and Discovery, CONALD-98<\/i>, 1998\n\n <\/div>\n\n <\/div>\n\n

1997<\/h2>\n \n
\n

\n \n Combining the expressivity of UCPOP with the efficiency of Graphplan <\/a>\n <\/h3>\n\n
\n B Cenk Gazen, Craig A Knoblock <\/div>\n \n
\n European Conference on Planning, 221-233<\/i>, 1997\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Agents for information gathering <\/a>\n <\/h3>\n\n
\n Jose Luis Ambite, Craig A Knoblock <\/div>\n \n
\n Ieee Expert 12 (5), 2-4<\/i>, 1997\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Semi-automatic wrapper generation for internet information sources <\/a>\n <\/h3>\n\n
\n Naveen Ashish, Craig A Knoblock <\/div>\n \n
\n Proceedings of CoopIS 97: 2nd IFCIS Conference on Cooperative Information \u2026<\/i>, 1997\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Planning by Rewriting: Efficiently Generating High-Quality Plans. <\/a>\n <\/h3>\n\n
\n Jos\u00e9 L Ambite, Craig A Knoblock <\/div>\n \n
\n UNIVERSITY OF SOUTHERN CALIFORNIA MARINA DEL REY<\/i>, 1997\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The SIMS Manual Version 2.0 <\/a>\n <\/h3>\n\n
\n Yigal Arens, Naveen Ashish, Craig A Knoblock, Steven Minton, Jay Modi, Maria Muslea, Andrew Philpot, Wei-Min Shen, Sheila Tejada, Weixiong Zhang <\/div>\n \n
\n 1997\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Wrapper generation for semi-structured internet sources <\/a>\n <\/h3>\n\n
\n Naveen Ashish, Craig A Knoblock <\/div>\n \n
\n ACM Sigmod Record 26 (4), 8-15<\/i>, 1997\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Flexible and scalable query access planning using an AI planner <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Craig A Knoblock <\/div>\n \n
\n Proceedings 1997 IEEE Knowledge and Data Engineering Exchange Workshop, 132-139<\/i>, 1997\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Searching the world wide web <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n IEEE Intelligent Systems 12 (01), 8-14<\/i>, 1997\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Combining the Expressivity of UCPOP with the E ciency of Graphplan <\/a>\n <\/h3>\n\n
\n B Cenk Gazen, Craig A Knoblock <\/div>\n \n
\n Proceedings ECP-97, Toulose, France<\/i>, 1997\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Building Information Servers <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, William Swartout, Sheila Tejada <\/div>\n \n
\n NASA<\/i>, 1997\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Planning by rewriting: Efficiently generating high-quality plans <\/a>\n <\/h3>\n\n
\n Craig Knoblock, Jose Ambite <\/div>\n \n
\n Proceedings of the Fourteenth National Conference on Artificial Intelligence \u2026<\/i>, 1997\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information gathering plans with sensing actions <\/a>\n <\/h3>\n\n
\n Naveen Ashish, Craig A Knoblock, Alon Levy <\/div>\n \n
\n Recent Advances in AI Planning: 4th European Conference on Planning, ECP'97 \u2026<\/i>, 1997\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

1996<\/h2>\n \n
\n

\n \n Discovering robust knowledge from dynamic closed-world data <\/a>\n <\/h3>\n\n
\n Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n AAAI\/IAAI, Vol. 1, 820-827<\/i>, 1996\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Neural networks in real-world applications <\/a>\n <\/h3>\n\n
\n Craig Knoblock <\/div>\n \n
\n IEEE Expert 11 (4), 4-12<\/i>, 1996\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Query reformulation for dynamic information integration <\/a>\n <\/h3>\n\n
\n Yigal Arens, Craig A Knoblock, Wei-Min Shen <\/div>\n \n
\n Journal of Intelligent Information Systems 6 (2), 99-130<\/i>, 1996\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Building a Planner for Information Gathering: A Report from the Trenches. <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n AIPS, 134-141<\/i>, 1996\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Journal of Intelligent Information Systems <\/a>\n <\/h3>\n\n
\n Yigal Arens, Craig A Knoblock, W Shen <\/div>\n \n
\n Journal of Intelligent Information Systems 6 (2\/3)<\/i>, 1996\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Query processing in the sims information mediator <\/a>\n <\/h3>\n\n
\n Yigal Arens, Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n Advanced Planning Technology 32, 78-93<\/i>, 1996\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Statistical versus knowledge-based machine translation <\/a>\n <\/h3>\n\n
\n Yorick Wilks, Kenneth W Church, Sergei Nirenburg, Eduard H Hovy, CA Knoblock <\/div>\n \n
\n IEEE Expert: Intelligent Systems and Their Applications 11 (2), 12-18<\/i>, 1996\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Efficient planning by graph rewriting <\/a>\n <\/h3>\n\n
\n Jos\u00e9 Luis Ambite, Craig A Knoblock <\/div>\n \n
\n American Association for Artificial Intelligence, Menlo Park, CA (United States)<\/i>, 1996\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning models for multi-source integration <\/a>\n <\/h3>\n\n
\n Sheila Tejada, Craig A Knoblock, Steven Minton <\/div>\n \n
\n American Association for Artificial Intelligence, Menlo Park, CA (United States)<\/i>, 1996\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An information mediator network for tasks in dynamic environments <\/a>\n <\/h3>\n\n
\n R Patil, Weixiong Zhang, W Shen <\/div>\n \n
\n Yearbook of Medical Informatics 5 (01), 95-100<\/i>, 1996\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n SIMS: Single interface to multiple sources <\/a>\n <\/h3>\n\n
\n Y Arens, C Knoblock, C Chee, C Hsu <\/div>\n \n
\n TR RL-TR-96-118, USC Rome Labs<\/i>, 1996\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Why plan generation and plan execution are inseparable <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Proceedings of the AAAI Fall Symposium on Plan Execution 40<\/i>, 1996\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Query Reformulation for Dynamic Information Integration(Topical Report) <\/a>\n <\/h3>\n\n
\n YIGAL ARENS, CRAIGA KNOBLOCK, WEI-MI SHEN <\/div>\n \n
\n 1996\n\n <\/div>\n\n <\/div>\n\n

1995<\/h2>\n \n
\n

\n \n Estimating the robustness of discovered knowledge <\/a>\n <\/h3>\n\n
\n Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n KDD, 156-161<\/i>, 1995\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Planning, executing, sensing, and replanning for information gathering <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n IJCAI 14, 1686-1693<\/i>, 1995\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Planning as refinement search: A unified framework for evaluating design tradeoffs in partial-order planning <\/a>\n <\/h3>\n\n
\n Subbarao Kambhampati, Craig A Knoblock, Qiang Yang <\/div>\n \n
\n Artificial Intelligence 76 (1-2), 167-238<\/i>, 1995\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Agents for information gathering <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Jos\u00e9 Luis Ambite <\/div>\n \n
\n University of Southern California, Information Sciences Institute<\/i>, 1995\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Integrating planning and execution for information gathering <\/a>\n <\/h3>\n\n
\n Craig K Knoblock <\/div>\n \n
\n Working Notes of the AAAI Spring Symposium Series on Information Gathering \u2026<\/i>, 1995\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting run-time information for efficient processing of queries <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Alon Levy <\/div>\n \n
\n Working Notes of the AAAI Spring Symposium on Information Gathering in \u2026<\/i>, 1995\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Relating the performance of partial-order planning algorithms to domain features <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Qiang Yang <\/div>\n \n
\n ACM SIGART Bulletin 6 (1), 8-15<\/i>, 1995\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n 11 Planning and Learning in PRODIGY <\/a>\n <\/h3>\n\n
\n Robert Joseph, Craig Knoblock, Steven Minton <\/div>\n \n
\n Goal-driven Learning, 297<\/i>, 1995\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information Gathering from Heterogeneous <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Alon Levy <\/div>\n \n
\n Distributed Environments<\/i>, 1995\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n The SIMS Manual. Version 1. 0 <\/a>\n <\/h3>\n\n
\n JOSE-L AMBITE <\/div>\n \n
\n 1995\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n On-line working notes of the AAAI spring symposium series on information gathering from distributed, heterogeneous environments <\/a>\n <\/h3>\n\n
\n C Knoblock, A Levy <\/div>\n \n
\n 1995\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Using inductive learning to generate rules for semantic query optimization <\/a>\n <\/h3>\n\n
\n Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n University of Southern California, Information Sciences Institute<\/i>, 1995\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Exploiting run-time information to locate relevant data sources <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Alon Y Levy <\/div>\n \n
\n Working Notes of the AAAI Spring Symposium on Information Gathering from \u2026<\/i>, 1995\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Information Gathering from Heterogeneous Distributed Environments: March 27-29, Stanford, California <\/a>\n <\/h3>\n\n
\n Craig Knoblock <\/div>\n \n
\n AAAI Press<\/i>, 1995\n\n <\/div>\n\n <\/div>\n\n

1994<\/h2>\n \n
\n

\n \n Automatically generating abstractions for planning <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Artificial intelligence 68 (2), 243-302<\/i>, 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Query processing in an information mediator <\/a>\n <\/h3>\n\n
\n Yigal Arens, Chin Chee, Chun-Nan Hsu, Hoh In, Craig A Knoblock <\/div>\n \n
\n ARPA\/Rome Laboratory Knowledge-based Planning and Scheduling Initiative \u2026<\/i>, 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Evaluating the tradeoffs in partial-order planning algorithms <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Qiang Yang <\/div>\n \n
\n 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Cooperating agents for information retrieval <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Yigal Arens, Chun-Nan Hsu <\/div>\n \n
\n CoopIS, 122-133<\/i>, 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Intelligent caching: Selecting, representing, and reusing data in an information server <\/a>\n <\/h3>\n\n
\n Yigal Arens, Craig A Knoblock <\/div>\n \n
\n Proceedings of the third international conference on Information and \u2026<\/i>, 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Query Reformulation for Distributed Information Gathering <\/a>\n <\/h3>\n\n
\n Yigal Arens, Craig A Knoblock, Wei-Min Shen <\/div>\n \n
\n 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Rule induction for semantic query optimization <\/a>\n <\/h3>\n\n
\n Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n Machine Learning Proceedings 1994, 112-120<\/i>, 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Generating parallel execution plans with a partial order planner <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Proceedings of the Second International Conference on Artificial Intelligence Planning Systems<\/i>, 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Query Processing in an Information Mediator <\/a>\n <\/h3>\n\n
\n Hoh In, Craig A Knoblock <\/div>\n \n
\n ARPA\/Rome Laboratory Knowledge-based Planning and Scheduling Initiative \u2026<\/i>, 1994\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Intelligent Caching <\/a>\n <\/h3>\n\n
\n Yigal Arens, CA Knoblock, CA Marina del Rey <\/div>\n \n
\n Selecting, Representing and reusing data in an information server<\/i>, 1994\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n E cient query processing for information gathering agents <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Alon Levy <\/div>\n \n
\n Proceedings of the Workshop on Intelligent Information Agents, Gaithersburg, MD<\/i>, 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Applying a general-purpose planner to the problem of query access planning <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Proceedings of the AAAI Fall Symposium on Planning and Learning: On to Real \u2026<\/i>, 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An architecture for information retrieval agents <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Yigal Arens <\/div>\n \n
\n Working notes of the AAAI spring symposium on Software agents, 49-56<\/i>, 1994\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

1993<\/h2>\n \n
\n

\n \n Learning and Reformulation for Efficient Multidatabase Retrieval <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n NSF Award Number 9313993. Directorate for Computer and Information Science \u2026<\/i>, 1993\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Learning database abstractions for query reformulation <\/a>\n <\/h3>\n\n
\n Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n University of Southern California, Information Sciences Institute<\/i>, 1993\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Sims: Retrieving and integrating information from multiple sources <\/a>\n <\/h3>\n\n
\n Yigal Arens, Craig Knoblock <\/div>\n \n
\n Proceedings of the 1993 ACM SIGMOD international conference on Management of \u2026<\/i>, 1993\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Retrieving and integrating data from multiple information sources <\/a>\n <\/h3>\n\n
\n Yigal Arens, Chin Y Chee, Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n International Journal of Intelligent and Cooperative Information Systems 2 \u2026<\/i>, 1993\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A Comparison of the SNLP and TWEAK planning algorithms <\/a>\n <\/h3>\n\n
\n C Knoblock, Qiang Yang <\/div>\n \n
\n Proc. of AAAI Spring Symp. on Foundations of Automatic Planning<\/i>, 1993\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Reformulating query plans for multidatabase systems <\/a>\n <\/h3>\n\n
\n Chun-Nan Hsu, Craig A Knoblock <\/div>\n \n
\n Proceedings of the second international conference on Information and \u2026<\/i>, 1993\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n SIMS: Retrieving and integrating information from multiple sources <\/a>\n <\/h3>\n\n
\n C Knoblock, Y Arens <\/div>\n \n
\n Proceedings of the 1993 ACM SIGMOD International Conference on Management of \u2026<\/i>, 1993\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Hierarchical problem solving <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Generating Abstraction Hierarchies: An Automated Approach to Reducing Search \u2026<\/i>, 1993\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Generating Abstractions <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Generating Abstraction Hierarchies: An Automated Approach to Reducing Search \u2026<\/i>, 1993\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Empirical Results <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Craig A Knoblock <\/div>\n \n
\n Generating Abstraction Hierarchies: An Automated Approach to Reducing Search \u2026<\/i>, 1993\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Problem Solving <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Generating Abstraction Hierarchies: An Automated Approach to Reducing Search \u2026<\/i>, 1993\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically generating abstractions for planning(Research Report) <\/a>\n <\/h3>\n\n
\n CRAIGA KNOBLOCK <\/div>\n \n
\n 1993\n\n <\/div>\n\n <\/div>\n\n

1992<\/h2>\n \n
\n

\n \n Prodigy 4.0: The manual and tutorial <\/a>\n <\/h3>\n\n
\n Jim Blythe, Jaime G Carbonell, Oren Etzioni, Yolanda Gil, Robert Joseph, Dan Kahn, Craig Knoblock, Steven Minton, Alicia Perez, Scott Reilly, Manuela Veloso, Xuemei Wang <\/div>\n \n
\n Carnegie Mellon University<\/i>, 1992\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Planning and reformulating queries for semantically-modeled multidatabase systems <\/a>\n <\/h3>\n\n
\n Yigal Arens, Craig Knoblock <\/div>\n \n
\n Proceedings of the International Conference on Knowledge Management<\/i>, 1992\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n An analysis of ABSTRIPS <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Artificial Intelligence Planning Systems, 126-135<\/i>, 1992\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

1991<\/h2>\n \n
\n

\n \n Integrating abstraction and explanation-based learning in PRODIGY <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Steven Minton, Oren Etzioni <\/div>\n \n
\n Proceedings of the ninth National conference on Artificial intelligence \u2026<\/i>, 1991\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Characterizing abstraction hierarchies for planning <\/a>\n <\/h3>\n\n
\n Craig A Knoblock, Josh D Tenenberg, Qiang Yang <\/div>\n \n
\n Proceedings of the ninth National conference on Artificial intelligence \u2026<\/i>, 1991\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Search Reduction in Hierarchical Problem Solving. <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n AAAI 91, 686-691<\/i>, 1991\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n PRODIGY: An Integrated Architecture for Planning and Learning <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Architectures for Intelligence, 241<\/i>, 1991\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Automatically generating abstractions for problem-solving <\/a>\n <\/h3>\n\n
\n Craig Alan Knoblock <\/div>\n \n
\n Carnegie Mellon University<\/i>, 1991\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n

1990<\/h2>\n \n
\n

\n \n Learning Abstraction Hierarchies for Problem Solving. <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n AAAI, 923-928<\/i>, 1990\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Designing an integrated architecture: The prodigy view <\/a>\n <\/h3>\n\n
\n Jaime G Carbonell, Yolanda Gil, Robert Joseph, Craig A Knoblock, Steve Minton, Manuela M Veloso <\/div>\n \n
\n 12th Annual Conference. CSS Pod, 997-1004<\/i>, 1990\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n Abstracting the tower of hanoi <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Working Notes of AAAI-90 Workshop on Automatic Generation of Approximations \u2026<\/i>, 1990\n\n
\n View Paper<\/a>\n <\/div>\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n A theory of abstraction for hierarchical planning <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Change of Representation and Inductive Bias, 81-104<\/i>, 1990\n\n <\/div>\n\n <\/div>\n\n

1989<\/h2>\n \n
\n

\n \n Learning hierarchies of abstraction spaces <\/a>\n <\/h3>\n\n
\n Craig A Knoblock <\/div>\n \n
\n Proceedings of the Sixth International Workshop on Machine Learning, 241-245<\/i>, 1989\n\n <\/div>\n\n <\/div>\n\n \n
\n

\n \n PRODIGY 2.0: The manual and tutorial <\/a>\n <\/h3>\n\n
\n Steven Minton <\/div>\n \n
\n Technical Report CMU-CS-89-146<\/i>, 1989\n\n <\/div>\n\n <\/div>\n\n

1987<\/h2>\n \n
\n

\n \n Acquiring effective search control rules: Explanation-based learning in the PRODIGY system <\/a>\n <\/h3>\n\n
\n Steven Minton, Jaime G Carbonell, Oren Etzioni, Craig A Knoblock, Daniel R Kuokka <\/div>\n \n
\n Proceedings of the fourth International workshop on Machine Learning, 122-133<\/i>, 1987\n\n <\/div>\n\n <\/div>\n\n

1986<\/h2>\n \n
\n

\n \n Improving the effectiveness of explanation-based learning <\/a>\n <\/h3>\n\n
\n Steven Minton, Jaime G Carbonell, Craig A Knoblock, Daniel Kuokka, Henrik Nordin <\/div>\n \n
\n Proc. Workshop on Knowledge Compilation, 77-87<\/i>, 1986\n\n <\/div>\n\n <\/div>\n\n

1982<\/h2>\n \n
\n

\n \n L Neilson, M.(1983) <\/a>\n <\/h3>\n\n
\n G Andrew, A Craig, AM Feyer, S Hoddinott, P Howie <\/div>\n \n
\n Stuttering: A review of research findings and theories circa, 226-246<\/i>, 1982\n\n <\/div>\n\n <\/div>\n\n \n <\/div>\n\n \n\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":421,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"news_source":"","news_author":"","external_news_link":"","footnotes":""},"class_list":["post-22","page","type-page","status-publish","hentry"],"yoast_head":"\nPublications - Craig Knoblock<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.isi.edu\/people-knoblock\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publications - Craig Knoblock\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.isi.edu\/people-knoblock\/publications\/\" \/>\n<meta property=\"og:site_name\" content=\"Craig Knoblock\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-13T17:37:20+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.isi.edu\/people-knoblock\/publications\/\",\"url\":\"https:\/\/www.isi.edu\/people-knoblock\/publications\/\",\"name\":\"Publications - 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