Discovering Alignments in Ontologies of Linked Data. Parundekar, R.; Knoblock, C. A.; and Ambite, J. L. In Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI), 2013.
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Rapidly Integrating Services into the Linked Data Cloud. Taheriyan, M.; Knoblock, C. A.; Szekely, P.; and Ambite, J. L. In Proceedings of the 11th International Semantic Web Conference (ISWC 2012), 2012.
Video Presentation Poster Paper Bibtex   45 downloads  

Semi-Automatically Modeling Web APIs to Create Linked APIs. Taheriyan, M.; Knoblock, C. A.; Szekely, P.; and Ambite, J. L. In Proceedings of the ESWC 2012 Workshop on Linked APIs, 2012.
Slides Paper Bibtex   15 downloads  

Aligning Unions of Concepts in Ontologies of Geospatial Linked Data. Parundekar, R.; Ambite, J. L.; and Knoblock, C. A. In Proceedings of the Terra Cognita 2011 Workshop in Conjunction with the 10th International Semantic Web Conference, Bonn, Germany, 2011.
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Recognition of Multi-Oriented, Multi-Sized, and Curved Text. Chiang, Y.; and Knoblock, C. A. In Proceedings of the Tenth International Conference on Document Analysis and Recognition, 2011.
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A Framework for Integrating and Reasoning about Geospatial Data. Gupta, S.; and Knoblock, C. A. In Extended Abstracts of the Sixth International Conference on Geographic Information Science (GIScience), 2010.
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Building Geospatial Mashups to Visualize Information for Crisis Management. Gupta, S.; and Knoblock, C. A. In Proceedings of the 7th International Conference on Information Systems for Crisis Response and Management, 2010.
Presentation Paper Bibtex   4 downloads  

Exploiting Background Knowledge to Build Reference Sets for Information Extraction. Michelson, M.; and Knoblock, C. A. In Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI-2009), Pasadena, CA, 2009.
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GeoMatchMaker: Automatic and Efficient Matching of Vector Data with Spatial Attributes in Unknown Geometry Systems. Kolahdouzan, M. R.; Chen, C.; Shahabi, C.; and Knoblock, C. A. In Proceedings of the UCGIS 2005 Summer Assembly, Jackson Hole, Wyoming, June 2005.
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Automatic Extraction of Road Intersection Position, Connectivity, and Orientation from Raster Maps. Chiang, Y.; and Knoblock, C. A. In 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM GIS 2008), 2008.
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Information Integration for the Masses. Blythe, J.; Kapoor, D.; Knoblock, C. A.; Lerman, K.; and Minton, S. Journal of Universal Computer Science, 14(11):1811--1837. 2008. Special Issue on Wrapping Web Data Islands.
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Identifying Maps on the World Wide Web. Michelson, M.; Goel, A.; and Knoblock, C. A. In Proceedings of the 5th International Conference on GIScience, LNCS 5266, page 249--260, New York, 2008. Springer.
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Speculative Plan Execution for Information Gathering. Barish, G.; and Knoblock, C. A. Artificial Intelligence, 172(4-5):413--453. 2008.
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Information Integration for the Masses. Blythe, J.; Kapoor, D.; Knoblock, C. A.; Lerman, K.; and Minton, S. In Proceedings of the 6th International Workshop on Information Integration on the Web (IIWeb), 2007.
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Semantic Labeling of Online Information Sources. Lerman, K.; Plangprasopchok, A.; and Knoblock, C. A. International Journal on Semantic Web and Information Systems, 3(3):36--56. 2007.
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From Text to Geographic Coordinates: The Current State of Geocoding. Goldberg, D. W.; Wilson, J. P.; and Knoblock, C. A. Journal of the Urban and Regional Information Systems Association, 19(1):33--46. 2007.
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Automatically Labeling the Inputs and Outputs of Web Services. Lerman, K.; Plangprasopchok, A.; and Knoblock, C. A. In Proceedings of the 21st National Conference on Artificial Intelligence (AAAI-06), Boston, MA, 2006.
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Extracting Geographic Features from the Internet to Automatically Build Detailed Regional Gazetteers. Goldberg, D. W.; Wilson, J. P.; and Knoblock, C. A. May 2005. Presented at ECAI 2nd Annual Cultural Congress, Shanghai, China, 9-13 May.
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Inducing Source Descriptions for Automated Web Service Composition. Carman, M. J.; and Knoblock, C. A. In Proceedings of the AAAI 2005 Workshop on Exploring Planning and Scheduling for Web Services, Grid, and Autonomic Computing, Technical Report WS-05-03, 2005. AAAI Press.
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Heterogeneous Field Matching Method for Record Linkage. Minton, S.; Nanjo, C.; Knoblock, C. A.; Michalowski, M.; and Michelson, M. In Proceedings of the Fifth IEEE International Conference on Data Mining (ICDM '05), 2005.
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Automatically Utilizing Secondary Sources to Align Information Across Data Sources. Michalowski, M.; Thakkar, S.; and Knoblock, C. A. AI Magazine, Special Issue on Semantic Integration, 26(1). 2005.
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Automatically and Accurately Conflating Orthoimagery and Street Maps. Chen, C.; Knoblock, C. A.; Shahabi, C.; Thakkar, S.; and Chiang, Y. In Proceedings of the 12th ACM International Symposium on Advances in Geographic Information Systems (ACM-GIS'04), 2004.
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Exploiting Secondary Sources for Unsupervised Record Linkage. Michalowski, M.; Thakkar, S.; and Knoblock, C. A. In Proceedings of the 2004 VLDB Workshop on Information Integration on the Web, 2004.
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Automatically and Accurately Conflating Satellite Imagery and Maps. Chen, C.; Knoblock, C. A.; Shahabi, C.; and Thakkar, S. In Proceedings of the International Workshop on Next Generation Geospatial Information, Cambridge, MA, 2003.
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Deploying Information Agents on the Web. Knoblock, C. A. In Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI-2003), Acapulco, Mexico, 2003.
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A View Integration Approach to Dynamic Composition of Web Services. Thakkar, S.; Knoblock, C. A.; and Ambite, J. L. In Proceedings of 2003 ICAPS Workshop on Planning for Web Services, Trento, Italy, 2003.
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Agents for Gathering, Integrating, and Monitoring Information for Travel Planning. Knoblock, C. A. IEEE Intelligent Systems, 17(6). November/December 2002.
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Learning Object Identification Rules for Information Integration. Tejada, S. Ph.D. Thesis, Department of Computer Science, University of Southern California, 2002.
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Adaptive View Validation: A Case study on Wrapper Induction and Text Classification. Muslea, I.; Minton, S.; and Knoblock, C. A. In Proceedings of the AAAI-2002 Workshop on Intelligent Services Integration, Edmonton, Alberta, Canada, 2002.
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Efficiently Querying Moving Objects with Pre-defined Paths in a Distributed Environment. Shahabi, C.; Kolahdouzan, M. R.; Thakkar, S.; Ambite, J. L.; and Knoblock, C. A. In Proceedings of the Ninth ACM International Symposium on Advances in Geographic Information Systems (ACM-GIS), Atlanta, GA, November 2001.
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Automatic Data Extraction from Lists and Tables in Web Sources. Lerman, K.; Knoblock, C. A.; and Minton, S. In Proceedings of the IJCAI 2001 Workshop on Adaptive Text Extraction and Mining, Seattle, WA, 2001.
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Hierarchical Wrapper Induction for Semistructured Information Sources. Muslea, I.; Minton, S.; and Knoblock, C. A. Autonomous Agents and Multi-Agent Systems, 4(1/2). March 2001.
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Dataflow Plan Execution for Software Agents. Barish, G.; DiPasquo, D.; Knoblock, C. A.; and Minton, S. In Proceedings of the Fourth International Conference on Autonomous Agents (Agents-2000), Barcelona, Spain, 2000.
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Flexible and Scalable Cost-Based Query Planning in Mediators: A Transformational Approach. Ambite, J. L.; and Knoblock, C. A. Artificial Intelligence Journal, 118(1-2):115--161. April 2000.
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TheaterLoc: A Case Study In Building An Information Integration Application. Barish, G.; Knoblock, C. A.; Chen, Y.S.; Minton, S.; Philpot, A.; and Shahabi, C. In Proceedings of the IJCAI-99 Workshop on Intelligent Information Integration, Stockholm, Sweden, 1999.
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A Hierarchical Approach to Wrapper Induction. Muslea, I.; Minton, S.; and Knoblock, C. A. In Proceedings of the 3rd International Conference on Autonomous Agents, Seattle, WA, 1999.
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Planning by Rewriting. Ambite, J. L. Ph.D. Thesis, Department of Computer Science, University of Southern California, 1998.
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Ariadne: A System for Constructing Mediators for Internet Sources, System Demonstration. Ambite, J. L.; Ashish, N.; Knoblock, C. A.; Minton, S.; Modi, P. J.; Muslea, I.; Philpot, A.; and Tejada, S. In Proceedings of the ACM SIGMOD International Conference on Management of Data, Seattle, WA, June 1998.
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Wrapper Generation for Semi-structured Internet Sources. Ashish, N.; and Knoblock, C. A. In Proceedings of the Workshop on Management of Semistructured Data, Tucson, AZ, 1997. Republished as an invited paper in the ACM SIGMOD Record, Special Issue on Managment of Semi-Structured Data, December, 1997.
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Why Plan Generation and Plan Execution Are Inseparable. Knoblock, C. A. In Proceedings of the AAAI Fall Symposium on Plan Execution, Cambridge, MA, 1996.
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Query Reformulation for Dynamic Information Integration. Arens, Y.; Knoblock, C. A.; and Shen, W. Journal of Intelligent Information Systems, Special Issue on Intelligent Information Integration, 6(2/3):99--130. 1996.
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Planning, Executing, Sensing, and Replanning for Information Gathering. Knoblock, C. A. In Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, Montreal, Canada, 1995.
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Relating the Performance of Partial-Order Planning Algorithms to Domain Features. Knoblock, C. A.; and Yang, Q. SIGART Bulletin, Special Issue on Evaluating Plans, Planners and Planning Agents, 6(1). 1995.
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Intelligent Caching: Selecting, Representing, and Reusing Data in an Information Server. Arens, Y.; and Knoblock, C. A. In Proceedings of the Third International Conference on Information and Knowledge Management, Gaithersburg, MD, 1994.
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Evaluating the Tradeoffs in Partial-Order Planning Algorithms. Knoblock, C. A.; and Yang, Q. In Proceedings of the Canadian Artificial Intelligence Conference, 1994.
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Reformulating Query Plans For Multidatabase Systems. Hsu, C.; and Knoblock, C. A. In Proceedings of the Second International Conference on Information and Knowledge Management, Washington, D.C., 1993. ACM.
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An Analysis of ABSTRIPS. Knoblock, C. A. In Hendler, J., editor, Proceedings of the First International Conference on Artificial Intelligence Planning Systems, page 126-135. Morgan Kaufmann, San Mateo, CA, 1992.
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PRODIGY: An Integrated Architecture for Planning and Learning. Carbonell, J. G.; Knoblock, C. A.; and Minton, S. In VanLehn, K., editor, Architectures for Intelligence, page 241-278. Lawrence Erlbaum, Hillsdale, NJ, 1991.
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Nonlinear Planning in Complex Domains Using a Casual-Commitment Approach. Veloso, M. M.; Carbonell, J. G.; and Knoblock, C. A. In Proceedings of the Workshop on Automated Planning for Complex Domains, Boston, MA, 1990.
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Explanation-Based Learning: A Problem Solving Perspective. Minton, S.; Carbonell, J. G.; Knoblock, C. A.; Kuokka, D. R.; Etzioni, O.; and Gil, Y. Artificial Intelligence, 40(1-3):63-118. 1989.
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A Graph-based Approach to Learn Semantic Descriptions of Data Sources. Taheriyan, M.; Knoblock, C. A.; Szekely, P.; and Ambite, J. L. In Proceedings of the 12th International Semantic Web Conference (ISWC 2013), 2013.
Paper Bibtex   48 downloads  

Discovering Concept Coverings in Ontologies of Linked Data Sources. Parundekar, R.; Knoblock, C. A.; and Ambite, J. L. In Proceedings of the 11th International Semantic Web Conference (ISWC 2012), 2012. Awarded Best Research Paper at ISWC 2012.
Video Presentation Paper Bibtex   3 downloads  

Generating Named Road Vector Data from Raster Maps. Chiang, Y.; and Knoblock, C. A. In Proceedings of the Seventh International Conference on Geographic Information Science, 2012.
Presentation Paper Link Bibtex   15 downloads  

Interactively Mapping Data Sources into the Semantic Web. Knoblock, C. A.; Szekely, P.; Ambite, J. L.; Gupta, S.; Goel, A.; Muslea, M.; Lerman, K.; and Mallick, P. In Proceedings of the First International Workshop on Linked Science 2011 in Conjunction with the 10th International Semantic Web Conference, Bonn, Germany, 2011.
Presentation Paper Link Bibtex   1 download  

Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation. Goel, A.; Knoblock, C. A.; and Lerman, K. In Proceedings of the 25th National Conference on Artificial Intelligence (AAAI-11), San Francisco, CA, 2011.
Presentation Paper Bibtex   2 downloads  

Aligning Geospatial Ontologies on the Linked Data Web. Parundekar, R.; Knoblock, C. A.; and Ambite, J. L. In Proceedings of the Workshop on Linked Spatiotemporal Data, 2010.
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Constructing Reference Sets from Unstructured, Ungrammatical Text. Michelson, M.; and Knoblock, C. A. Journal of Artificial Intelligence Research, 38:189--221. 2010.
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Automatically Constructing Semantic Web Services from Online Sources. Ambite, J. L.; Darbha, S.; Goel, A.; Knoblock, C. A.; Lerman, K.; Parundekar, R.; and Russ, T. In Proceedings of the 8th International Semantic Web Conference (ISWC 2009), 2009.
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Mining the Heterogeneous Transformations Between Data Sources to Aid Record Linkage. Michelson, M.; and Knoblock, C. A. In Proceedings of the International Conference on Artificial Intelligence (ICAI), 2009.
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A Data Integration Approach to Dynamically Fusing Geospatial Sources. Thakkar, S. Ph.D. Thesis, Department of Computer Science, University of Southern California, 2007.
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An effective and efficient approach for manually improving geocoded data. Goldberg, D. W.; Wilson, J. P.; Knoblock, C. A.; Ritz, B.; and Cockburn, M. G. International Journal of Health Geographics, 7(60). 2008.
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Automatic and Accurate Extraction of Road Intersections from Raster Maps. Chiang, Y.; Knoblock, C. A.; Shahabi, C.; and Chen, C. Geoinformatica, 13(2):121-157. 2008.
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Building Mashups by Example. Tuchinda, R.; Szekely, P.; and Knoblock, C. A. In Proceedings of the 2008 International Conference on Intelligent User Interface, January 2008.
Presentation Paper Bibtex   1 download  

Mining Heterogeneous Transformations for Record Linkage. Michelson, M.; and Knoblock, C. A. In Proceedings of the 6th International Workshop on Information Integration on the Web (IIWeb), page 68--73, 2007.
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Reformulating CSPs for Scalability with Application to Geospatial Reasoning. Bayer, K. M.; Michalowski, M.; Choueiry, B. Y.; and Knoblock, C. A. In International Conference on Principles and Practice of Constraint Programming (CP 07), page 164-179, 2007. LNCS 4741, Springer.
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Building Data Integration Queries by Demonstration. Tuchinda, R.; Szekely, P.; and Knoblock, C. A. In Proceedings of the International Conference on Intelligent User Interface, January 2007.
Presentation Paper Bibtex   8 downloads  

Classification of Line and Character Pixels on Raster Maps Using Discrete Cosine Transformation Coefficients and Support Vector Machines. Chiang, Y.; and Knoblock, C. A. In Proceedings of the International Conference on Pattern Recognition (ICPR 2006), 2006.
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Active Learning with Multiple Views. Muslea, I.; Minton, S.; and Knoblock, C. A. Journal of Artificial Intelligence Research, 27:203-233. 2006.
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A Mixed-Initiative System for Building Mixed-Initiative Systems. Knoblock, C. A.; Szekely, P.; and Tuchinda, R. In Proceedings of the AAAI Fall Symposium on Mixed-Initiative Problem-Solving Assistants, 2005.
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Semantic Annotation of Unstructured and Ungrammatical Text. Michelson, M.; and Knoblock, C. A. In Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI-2005), Edinburgh, Scotland, 2005.
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Machine Learning Techniques for Web Wrapper Maintenance. Lerman, K.; Minton, S.; and Knoblock, C. A. In Putnik, G. D.; and Cunha, M. M., editor, Virtual Enterprise Integration: Technological and Organizational Perspectives, page 334-350. Idea Group Publishing, Hershey, PA, 2005.
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Exploiting Online Sources to Accurately Geocode Addresses. Bakshi, R.; Knoblock, C. A.; and Thakkar, S. In Proceedings of the 12th ACM International Symposium on Advances in Geographic Information Systems (ACM-GIS'04), 2004.
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A Data Integration Approach to Automatically Composing and Optimizing Web Services. Thakkar, S.; Ambite, J. L.; and Knoblock, C. A. In Proceedings of 2004 ICAPS Workshop on Planning and Scheduling for Web and Grid Services, Whistler, BC, Canada, 2004.
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Learning Approximate Thematic Maps from Labeled Geospatial Data. Sharifzadeh, M.; Shahabi, C.; and Knoblock, C. A. In Proceedings of the International Workshop on Next Generation Geospatial Information, Cambridge, MA, 2003.
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Exploiting Secondary Sources for Automatic Object Consolidation. Michalowski, M.; Thakkar, S.; and Knoblock, C. A. In Proceedings of the KDD'03 Workshop on Data Cleaning, Record Linkage and Object Consolidation, 2003.
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Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction. Muslea, I.; Minton, S.; and Knoblock, C. A. In Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI-2003), Acapulco, Mexico, 2003.
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Active Learning with Multiple Views. Muslea, I. Ph.D. Thesis, Department of Computer Science, University of Southern California, 2002.
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Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel. Ambite, J. L.; Barish, G.; Knoblock, C. A.; Muslea, M.; Oh, J.; and Minton, S. In Proceedings of the Fourteenth Conference on Innovative Applications of Artificial Intelligence (IAAI-2002), page 862--869, AAAI Press, Menlo Park, CA, 2002.
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Dynamically Composing Web Services from On-line Sources. Thakkar, S.; Knoblock, C. A.; Ambite, J. L.; and Shahabi, C. In Proceeding of AAAI-2002 Workshop on Intelligent Service Integration, page 1--7, Edmonton, Alberta, Canada, July 2002.
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Selectively Materializing Data in Mediators by Analyzing User Queries. Ashish, N.; Knoblock, C. A.; and Shahabi, C. International Journal of Cooperative Information Systems, 11(1). March 2002.
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Integrating the World: The WorldInfo Assistant. Knoblock, C. A.; Ambite, J. L.; Minton, S.; Shahabi, C.; Kolahdouzan, M. R.; Muslea, M.; Oh, J.; and Thakkar, S. In Proceedings of the 2001 International Conference on Artificial Intelligence (IC-AI 2001), Las Vegas, NV, 2001.
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An Intelligent User Interface for Mixed-Initiative Multi-Source Travel. Frank, M.; Muslea, M.; Oh, J.; Minton, S.; and Knoblock, C. A. In Proceedings of the ACM International Conference on Intelligent User Interfaces, Santa Fe, New Mexico, January 2001.
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A Dataflow Approach to Agent-based Information Management. Barish, G.; DiPasquo, D.; Knoblock, C. A.; and Minton, S. In Proceedings of the 2000 International Conference on Artificial Intelligence (IC-AI 2000), Computer Science Research, Education, and Applications (CSREA) Press, Athens, GA, 2000.
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Selective sampling with redundant views. Muslea, I.; Minton, S.; and Knoblock, C. A. In Proceedings of the 17th National Conference on Artificial Intelligence, 2000.
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An Efficient Plan Execution System for Information Management Agents. Barish, G.; Knoblock, C. A.; DiPasquo, D.; and Minton, S. In Proceedings of the ACM CIKM'99 Workshop on Web Information and Data Management (WIDM), Kansas City, MO, 1999.
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The Ariadne approach to Web-based information integration. Knoblock, C. A.; and Minton, S. IEEE Intelligent Systems, 13(5). September/October 1998.
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Modeling Web Sources for Information Integration. Knoblock, C. A.; Minton, S.; Ambite, J. L.; Ashish, N.; Modi, P. J.; Muslea, I.; Philpot, A.; and Tejada, S. In Proceedings of the Fifteenth National Conference on Artificial Intelligence, Madison, WI, 1998.
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Discovering Robust Knowledge from Databases that Change. Hsu, C.; and Knoblock, C. A. Data Mining and Knowledge Discovery, 2(1). 1997.
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Semi-automatic Wrapper Generation for Internet Information Sources. Ashish, N.; and Knoblock, C. A. In Proceedings of the Second IFCIS International Conference on Cooperative Information Systems, Kiawah Island, SC, 1997.
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Query Processing in the SIMS Information Mediator. Arens, Y.; Knoblock, C. A.; and Hsu, C. In Tate, A., editor, Advanced Planning Technology. The AAAI Press, Menlo Park, CA, 1996.
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Learning Effective and Robust Knowledge for Database Query Optimization. Hsu, C. Ph.D. Thesis, Department of Computer Science, University of Southern California, 1996.
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Integrating Planning and Execution for Information Gathering. Knoblock, C. A. In Working Notes of the AAAI Spring Symposium on Information Gathering in Heterogeneous, Distributed Environments, Palo Alto, CA, 1995.
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Planning as Refinement Search: A Unified Framework for Evaluating the Design Tradeoffs in Partial Order Planning. Kambhampati, S.; Knoblock, C. A.; and Yang, Q. Artificial Intelligence, 76(1-2). 1995.
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Rule Induction for Semantic Query Optimization. Hsu, C.; and Knoblock, C. A. In Proceedings of the Eleventh International Conference on Machine Learning, New Brunswick, NJ, 1994.
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Automatically Generating Abstractions for Planning. Knoblock, C. A. Artificial Intelligence, 68(2). 1994.
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