Publications
2026
ChronoSpike: An Adaptive Spiking Graph Neural Network for Dynamic Graphs
arXiv preprint arXiv:2602.01124, 2026
2025
LDTR: Linear Object Detection Transformer for Accurate Graph Generation by Learning the N-Hop Connectivity Information
International Conference on Document Analysis and Recognition, 40-59, 2025
DIGMAPPER: A Modular System for Automated Geologic Map Digitization
arXiv preprint arXiv:2506.16006, 2025
Exploiting Polygon Metadata to Colorize Draft Maps
Proceedings of the 33rd ACM International Conference on Advances in …, 2025
Exploiting Polygon Metadata to Recolor Historical Maps
Proceedings of the 33rd ACM International Conference on Advances in …, 2025
A Domain-Independent Approach for Semantic Table Interpretation
International Semantic Web Conference, 235-252, 2025
Exploiting LLMs and Semantic Technologies to Build a Knowledge Graph of Historical Mining Data
International Semantic Web Conference, 451-471, 2025
2024
Automatically Constructing Geospatial Feature Taxonomies from OpenStreetMap Data
2024 IEEE 18th International Conference on Semantic Computing (ICSC), 208-211, 2024
2023
Detecting Semantic Errors in Tables using Textual Evidence
2023 IEEE International Conference on Big Data (BigData), 292-303, 2023
GeoAI for the digitization of historical maps
Handbook of Geospatial Artificial Intelligence, 217-247, 2023
Building spatio-temporal knowledge graphs from vectorized topographic historical maps
Semantic Web 14 (3), 527-549, 2023
2022
Towards the automated large-scale reconstruction of past road networks from historical maps
Computers, environment and urban systems 94, 101794, 2022
Sand: A tool for creating semantic descriptions of tabular sources
European Semantic Web Conference, 63-67, 2022
2021
Combining remote-sensing-derived data and historical maps for long-term back-casting of urban extents
Remote sensing 13 (18), 3672, 2021
SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables.
IJCAI, 3543-3551, 2021
Artificial intelligence for modeling complex systems: taming the complexity of expert models to improve decision making
ACM Transactions on Interactive Intelligent Systems 11 (2), 1-49, 2021
Building survivable software systems by automatically adapting to sensor changes
Applied Sciences 11 (11), 4808, 2021
A label correction algorithm using prior information for automatic and accurate geospatial object recognition
2021 IEEE International Conference on Big Data (Big Data), 1604-1610, 2021
Guided generative models using weak supervision for detecting object spatial arrangement in overhead images
2021 IEEE International Conference on Big Data (Big Data), 725-734, 2021
Synthetic map generation to provide unlimited training data for historical map text detection
Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for …, 2021
Towards the large-scale extraction of historical land cover information from historical maps.
Abstracts of the ICA 3, 2021
A graph-based approach for inferring semantic descriptions of wikipedia tables
The Semantic Web–ISWC 2021: 20th International Semantic Web Conference, ISWC …, 2021
2020
An automatic approach for generating rich, linked geo-metadata from historical map images
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning
International Journal of Geographical Information Science 34 (4), 824-849, 2020
Summary and Discussion
Using Historical Maps in Scientific Studies: Applications, Challenges, and …, 2020
Building linked spatio-temporal data from vectorized historical maps
The Semantic Web: 17th International Conference, ESWC 2020, Heraklion, Crete …, 2020
Historical map applications and processing technologies
Using Historical Maps in Scientific Studies: Applications, Challenges, and …, 2020
Creating structured, linked geographic data from historical maps: challenges and trends
Using Historical Maps in Scientific Studies: Applications, Challenges, and …, 2020
Training deep learning models for geographic feature recognition from historical maps
Using historical maps in scientific studies: Applications, challenges, and …, 2020
2019
D-REPR: a language for describing and mapping diversely-structured data sources to RDF
Proceedings of the 10th International Conference on Knowledge Capture, 189-196, 2019
Extracting geographic features from the Internet: A geographic information mining framework
Knowledge-Based Systems 174, 57-72, 2019
Parsing, representing and transforming units of measure
Modeling the World’s Systems, 7, 2019
Learning semantic models of data sources using probabilistic graphical models
The world wide web conference, 1944-1953, 2019
Software adaptation for an unmanned undersea vehicle
IEEE Software 36 (2), 91-96, 2019
Learning data transformations with minimal user effort
2019 IEEE International Conference on Big Data (Big Data), 657-664, 2019
Automated extraction of human settlement patterns from historical topographic map series using weakly supervised convolutional neural networks
IEEE Access 8, 6978-6996, 2019
Using historical maps in scientific studies: Applications, challenges, and best practices
Springer Publishing Company, Incorporated, 2019
Intelligent Systems for Geosciences: An Essential
COMMUNICATIONS OF THE ACM 62 (1), 2019
Automatic Adaptation to Sensor Replacements.
The Thirty-Second International Flairs Conference, 2019
2018
Feature selection methods for understanding business competitor relationships
Proceedings of the Fourth International Workshop on Data Science for Macro …, 2018
Automatic generation of precisely delineated geographic features from georeferenced historical maps using deep learning
Proceedings of the AutoCarto, 2018
Load scheduling of simple temporal networks under dynamic resource pricing
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
Map archive mining: visual-analytical approaches to explore large historical map collections
ISPRS international journal of geo-information 7 (4), 148, 2018
Intelligent systems for geosciences: an essential research agenda
Communications of the ACM 62 (1), 76-84, 2018
Constraint-based learning for sensor failure detection and adaptation
2018 IEEE 30th International Conference on Tools with Artificial …, 2018
Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: A case study from historical map processing
IET Image Processing 12 (11), 2084-2091, 2018
Building Linked Data from Historical Maps.
SemSci@ ISWC, 59-67, 2018
Alert Generation in Execution Monitoring Using Resource Envelopes.
The Thirty-First International Flairs Conference, 2018
Exploring the potential of deep learning for settlement symbol extraction from historical map documents
Proceedings 22nd International Research Symposium on Computer-based …, 2018
2017
Learning with Previously Unseen Features.
IJCAI, 2722-2729, 2017
Extracting human settlement footprint from historical topographic map series using context-based machine learning
8th International Conference of Pattern Recognition Systems (ICPRS 2017), 1-6, 2017
Web text-based network industry classifications: preliminary results
Proceedings of the 3rd International Workshop on Data Science for Macro …, 2017
Semi-automatic Data Integration using Karma
2017 AGU Fall Meeting, 2017
Automatic spatio-temporal indexing to integrate and analyze the data of an organization
Proceedings of the 3rd ACM SIGSPATIAL Workshop on Smart Cities and Urban …, 2017
Automatic alignment of geographic features in contemporary vector data and historical maps
Proceedings of the 1st workshop on artificial intelligence and deep learning …, 2017
A Distributed Logical Filter for Connected Row Convex Constraints
2017 IEEE 29th International Conference on Tools with Artificial …, 2017
A Distributed Logical Filter for Connected Row Convex Constraints
Information Sciences, 2017
A Demonstration of Tools for Building Linked Data for the American Art Collaborative.
ISWC (Posters, Demos & Industry Tracks), 2017
Lessons learned in building linked data for the American art collaborative
The Semantic Web–ISWC 2017: 16th International Semantic Web Conference …, 2017
2016
Research and application of multi-source data integration based on ontology
International Journal of u-and e-Service, Science and Technology 9 (9), 75-88, 2016
III: Medium: Collaborative Research: Exploiting Context in Cartographic Evolutionary Documents to Extract and Build Linked Spatial-Temporal Datasets
NSF Award Number 1564164. Directorate for Computer and Information Science …, 2016
An automatic approach for building place-name datasets from the Web
Proc. 19th AGILE Conf. Geograph. Inf. Sci., 1-6, 2016
Maximizing correctness with minimal user effort to learn data transformations
Proceedings of the 21st International Conference on Intelligent User …, 2016
Collaborative Research: Large-scale Database Construction of Firms' Organizational Form, Competition, and Industry Change
NSF Award 15 (1561057), 61057, 2016
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 …
CEUR Workshop Proceedings 1586, 2016
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 …
1st International Workshop on Completing and Debugging the Semantic Web …, 2016
Semantic labeling: a domain-independent approach
The Semantic Web–ISWC 2016: 15th International Semantic Web Conference, Kobe …, 2016
A scalable approach to incrementally building knowledge graphs
Research and Advanced Technology for Digital Libraries: 20th International …, 2016
Efficient graph-based document similarity
The Semantic Web. Latest Advances and New Domains: 13th International …, 2016
2015
An Iterative Approach to Synthesize Data Transformation Programs.
IJCAI, 1726-1732, 2015
Assigning semantic labels to data sources
European semantic web conference, 403-417, 2015
A scalable architecture for extracting, aligning, linking, and visualizing multi-Int data
Next-Generation Analyst III 9499, 31-40, 2015
Exploiting semantics for big data integration
Ai Magazine 36 (1), 25-38, 2015
Processing time-based geospatial data
US Patent 8,953,887, 2015
Recognizing text in raster maps
GeoInformatica 19, 1-27, 2015
2014
Mapping hierarchical sources into RDF using the RML mapping language
2014 IEEE International Conference on Semantic Computing, 151-158, 2014
A survey of digital map processing techniques
ACM Computing Surveys (CSUR) 47 (1), 1-44, 2014
Precisely locating features on geospatial imagery
US Patent 8,675,995, 2014
Systems and methods for linking content to individual image features
US Patent 8,670,617, 2014
Publishing the data of the Smithsonian American Art Museum to the linked data cloud
International Journal of Humanities and Arts Computing 8 (supplement), 152-166, 2014
Minimizing user effort in transforming data by example
Proceedings of the 19th international conference on Intelligent User …, 2014
Iteratively learning conditional statements in transforming data by example
2014 IEEE International Conference on Data Mining Workshop, 1105-1112, 2014
A parallel query engine for interactive spatiotemporal analysis
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances …, 2014
A system for efficient cleaning and transformation of geospatial data attributes
proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances …, 2014
From map images to geographic names
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances …, 2014
How Linked Open Data Can Help in Locating
Digital Heritage: Progress in Cultural Heritage. Documentation, Preservation …, 2014
A Demonstration of Linked Data Source Discovery and Integration.
ISWC (Posters & Demos), 165-168, 2014
Proceedings of the 13th International Semantic Web Conference-Part I
Springer-Verlag, 2014
Performing predictive pricing based on historical data
US Patent App. 14/059,655, 2014
Dynamically linking relevant documents to regions of interest
US Patent 8,635,228, 2014
Constructing Reference Sets from Unstructured, Ungrammatical Text
arXiv e-prints, arXiv: 1401.3832, 2014
TECHNOLOGY AND SCALING
International Journal of Humanities and Arts Computing 8, 152-166, 2014
Location Prediction with Sparse GPS Data
Proceedings of the 8th International Conference on Geographic Information …, 2014
How linked open data can help in locating stolen or looted cultural property
Digital Heritage. Progress in Cultural Heritage: Documentation, Preservation …, 2014
2013
A semantic approach to retrieving, linking, and integrating heterogeneous geospatial data
Joint Proceedings of the Workshop on AI Problems and Approaches for …, 2013
US-Based Students Travel Support for the ACM SIGSPATIAL 2013
NSF Award Number 1345472. Directorate for Computer and Information Science …, 2013
Strabo: a complete system for label recognition in maps
26th International Cartographic Conference, Dresden, Germany, 25-30, 2013
A general approach for extracting road vector data from raster maps
International Journal on Document Analysis and Recognition (IJDAR) 16, 55-81, 2013
Envisioning a future for a spatial-health cybergis marketplace
Proceedings of the Second ACM SIGSPATIAL International Workshop on the Use …, 2013
Semantics for Big Data Integration and Analysis.
2013 AAAI fall symposium series, 2013
Publishing Data from the Smithsonian American Art Museum as Linked Open Data.
ISWC (Posters & Demos), 129-132, 2013
On-the-fly integration of static and dynamic linked data
Proceedings of the Fourth International Workshop on Consuming Linked Data co …, 2013
Performing predictive pricing based on historical data
US Patent 8,566,143, 2013
On-the-fly integration of static and dynamic sources
Proceedings of the ISWC 2013 workshop on Consuming Linked Data, 21-25 …, 2013
Lodstories: Learning about art by building multimedia stories
Technical report, 2013
Interoperation in Complex Information Ecosystems (Dagstuhl Seminar 13252)
Schloss-Dagstuhl-Leibniz Zentrum für Informatik, 2013
Connecting the smithsonian american art museum to the linked data cloud
The Semantic Web: Semantics and Big Data: 10th International Conference …, 2013
Efficient and robust graphics recognition from historical maps
Graphics Recognition. New Trends and Challenges: 9th International Workshop …, 2013
2012
Student Travel and Activities Support: ACM SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems
NSF Award Number 1248961. Directorate for Computer and Information Science …, 2012
Dealing with the messiness of the web of data
Journal of Web Semantics 14 (1), 2012
Karma: A system for mapping structured sources into the semantic web
Extended Semantic Web Conference, 430-434, 2012
Learning data transformation rules through examples: Preliminary results
Proceedings of the Ninth International Workshop on Information Integration …, 2012
Generating abstraction hierarchies: An automated approach to reducing search in planning
Springer Science & Business Media, 2012
System and method for fusing vector data with imagery
US Patent 8,340,360, 2012
Generating named road vector data from raster maps
Geographic Information Science: 7th International Conference, GIScience 2012 …, 2012
From GPS and virtual globes to spatial computing-2020
The next transformative technology, computing community consortium (CCC …, 2012
Learning transformation rules by examples
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2459-2460, 2012
2011
Recognition of multi-oriented, multi-sized, and curved text
2011 International Conference on Document Analysis and Recognition, 1399-1403, 2011
An Expressive Language and Efficient Execution System for Software Agents
arXiv e-prints, arXiv: 1109.2048, 2011
Monitoring Entities in an Uncertain World: Entity Resolution and Referential Integrit
Proceedings of the AAAI Conference on Artificial Intelligence 25 (2), 1681-1688, 2011
Building mashups by demonstration
ACM Transactions on the Web (TWEB) 5 (3), 1-45, 2011
Harvesting maps on the Web
International Journal on Document Analysis and Recognition (IJDAR) 14, 349-372, 2011
Exploiting semantics of web services for geospatial data fusion
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Spatial …, 2011
Active Learning with Multiple Views
arXiv e-prints, arXiv: 1110.1073, 2011
III: Small: Building Linked Open Services from Online Sources
NSF Award Number 1117913. Directorate for Computer and Information Science …, 2011
ISI Technical Report Number ISI-TR-674 October, 2011
Information Sciences, 2011
Bringing Semantics to the Web
Felix Mata, 2011
Integrating color image segmentation and user labeling for efficient and robust graphics recognition from historical maps
The Ninth IAPR International Workshop on Graphics Recognition, 1-4, 2011
2010
An approach for recognizing text labels in raster maps
Pattern Recognition (ICPR) 20th International Conference on, 3199-3202, 2010
Constructing reference sets from unstructured, ungrammatical text
Journal of Artificial Intelligence Research 38, 189-221, 2010
System and method for fusing geospatial data
US Patent 7,660,441, 2010
Strabo: a system for extracting road vector data from raster maps
Proceedings of the 18th SIGSPATIAL International Conference on Advances in …, 2010
A general approach to discovering, registering, and extracting features from raster maps
Document Recognition and Retrieval XVII 7534, 11-25, 2010
A framework for integrating and reasoning about geospatial data
Extended Abstracts of the Sixth International Conference on Geographic …, 2010
2009
A method for automatically extracting road layers from raster maps
2009 10th International Conference on Document Analysis and Recognition, 838-842, 2009
Extracting road vector data from raster maps
International workshop on graphics recognition, 93-105, 2009
Automatic road vectorization of raster maps
Proceedings of the Eighth International Workshop on Graphics Recognition, 2009
Exploiting Background Knowledge to Build Reference Sets for Information Extraction.
IJCAI, 2076-2082, 2009
Automatic and accurate extraction of road intersections from raster maps
GeoInformatica 13, 121-157, 2009
Classification of raster maps for automatic feature extraction
Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances …, 2009
Extracting geographic features from the internet to automatically build detailed regional gazetteers
International Journal of Geographical Information Science 23 (1), 93-128, 2009
Mining the Heterogeneous Transformations between Data Sources to Aid Record Linkage.
IC-AI, 422-428, 2009
An approach to automatic road vectorization of raster maps
Proc. GREC 2009, 2009
2008
Identifying maps on the world wide web
Geographic Information Science: 5th International Conference, GIScience 2008 …, 2008
Automatically and accurately conflating raster maps with orthoimagery
GeoInformatica 12, 377-410, 2008
Exploring the use of gazetteers and geocoders for the analysis and interpretation of a dynamically changing world
Understanding dynamics of geographic domains, 69-92, 2008
Why Do We Keep Turning Time Into Space?
Understanding Dynamics of Geographic Domains. CRC Press, Boca Raton, FL, 3-12, 2008
4 Exploring the Use
Understanding Dynamics of Geographic Domains, 51, 2008
Creating relational data from unstructured and ungrammatical data sources
Journal of Artificial Intelligence Research 31, 543-590, 2008
Speculative plan execution for information gathering
Artificial Intelligence 172 (4-5), 413-453, 2008
An effective and efficient approach for manually improving geocoded data
International journal of health geographics 7, 1-20, 2008
Automatic extraction of road intersection position, connectivity, and orientations from raster maps
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances …, 2008
Building mashups by example
Proceedings of the 13th international conference on Intelligent user …, 2008
Conflation of Geospatial Data.
Encyclopedia of GIS, 133-140, 2008
Geospatial data conflation
Encyclopedia of GIS, SpringerScience+ Business Media, LLC, 2008
2007
Learning semantic definitions of online information sources
Journal of Artificial Intelligence Research 30, 1-50, 2007
Geospatial data integration
The Handbook of Geographic Information Science, 185-196, 2007
Reformulating constraint models using input data
International Symposium on Abstraction, Reformulation, and Approximation …, 2007
Special issue on noisy text analytics
International Journal of Document Analysis and Recognition (IJDAR) 10, 127-128, 2007
Unsupervised information extraction from unstructured, ungrammatical data sources on the world wide web
International Journal of Document Analysis and Recognition (IJDAR) 10, 211-226, 2007
Quality-driven geospatial data integration
Proceedings of the 15th annual ACM international symposium on Advances in …, 2007
Exploiting automatically inferred constraint-models for building identification in satellite imagery
Proceedings of the 15th annual ACM international symposium on Advances in …, 2007
Learning Semantic Descriptions of Web Information Sources.
IJCAI 7, 2695-2700, 2007
Building data integration queries by demonstration
Proceedings of the 12th international conference on Intelligent user …, 2007
Automatically and accurately conflating road vector data, street maps, and orthoimagery
US Patent App. 11/169,076, 2007
From text to geographic coordinates: the current state of geocoding
URISA journal 19 (1), 33-46, 2007
From text to geographic coordinates, URISA J
J. Urban Reg. Inf. Assoc 19, 33-47, 2007
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 …
Journal of the Urban and Regional Information Systems Association 19 (1), 2007
Exploiting problem data to enrich models of constraint problems
Proceedings of the Sixth International Workshop on Constraint Modelling and …, 2007
Beginning to Understand Unstructured, Ungrammatical Text: An Information Integration Approach.
AAAI Spring Symposium: Machine Reading, 79-84, 2007
Reformulating constraint satisfaction problems to improve scalability
Abstraction, Reformulation, and Approximation: 7th International Symposium …, 2007
Mining heterogeneous transformations for record linkage
Proceedings of the 6th International Workshop on Information Integration on …, 2007
An automatic approach to semantic annotation of unstructured, ungrammatical sources: A first look
IJCAI’07 Workshop on Analytics for Noisy Unstructured Text Data, 123-130, 2007
Reformulating csps for scalability with application to geospatial reasoning
Principles and Practice of Constraint Programming–CP 2007: 13th …, 2007
Automatically and accurately conflating road vector data, street maps and orthoimagery
US Patent 20,070,014,488, 2007
2006
Automatically and efficiently matching road networks with spatial attributes in unknown geometry systems
the Proceedings of the Third Workshop on Spatio-Temporal Database Management …, 2006
Classification of line and character pixels on raster maps using discrete cosine transformation coefficients and support vector machine
18th International Conference on Pattern Recognition (ICPR'06) 2, 1034-1037, 2006
Geodec: Enabling geospatial decision making
2006 IEEE International Conference on Multimedia and Expo, 93-96, 2006
Phoebus: A System for Extracting and Integrating Data from Unstructured and Ungrammatical Sources.
AAAI 6, 1947-1948, 2006
Learning blocking schemes for record linkage
AAAI 6, 440-445, 2006
Automatic alignment of vector data and orthoimagery for the national map
Proceedings of the 2006 international conference on Digital government …, 2006
Automatically conflating road vector data with orthoimagery
GeoInformatica 10, 495-530, 2006
Active learning with multiple views
Journal of Artificial Intelligence Research 27, 203-233, 2006
Active learning with multiple view [J]
Journal of Artificial Intelligence Research 27 (1), 203-233, 2006
Performing predictive pricing based on historical data
US Patent 20,050,004,819, 2006
2005
Composing, optimizing, and executing plans for bioinformatics web services
The VLDB Journal 14, 330-353, 2005
Learning approximate thematic maps from labeled geospatial data
Next Gener. Geospatial Inf. From Digit. Image Anal. to Spat. Databases 3, 2005
Semantic annotation of unstructured and ungrammatical text
International Joint Conference on Artificial Intelligence 19, 1091, 2005
Digital library information-technology infrastructures
International journal on digital libraries 5, 266-274, 2005
Learning source descriptions for web services
PROCEEDINGS OF THE NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 20 (4), 1640, 2005
A constraint satisfaction approach to geospatial reasoning
AAAI 2005, 423-429, 2005
An expressive language and efficient execution system for software agents
Journal of Artificial Intelligence Research 23, 625-666, 2005
2004
Retrieving and semantically integrating heterogeneous data from the web
IEEE Intelligent Systems 19 (3), 72-79, 2004
2005
Guest editors' introduction: planning with templates
IEEE intelligent Systems 20 (2), 13-15, 2005
Conditional constraint networks for interleaved planning and information gathering
IEEE Intelligent Systems 20 (2), 25-33, 2005
Automatically utilizing secondary sources to align information across sources
Ai Magazine 26 (1), 33-33, 2005
SERGEANT: A framework for building more flexible web agents by exploiting a search engine
Web Intelligence and Agent Systems: An International Journal 3 (1), 1-15, 2005
Automatically identifying and georeferencing street maps on the web
Proceedings of the 2005 workshop on Geographic information retrieval, 35-38, 2005
Automatic extraction of road intersections from raster maps
Proceedings of the 13th annual ACM international workshop on Geographic …, 2005
A heterogeneous field matching method for record linkage
Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005
Interactively building agents for consumer-side data mining
Proceedings of the 10th international conference on Intelligent user …, 2005
GeoMatchMaker: automatic and efficient matching of vector data with spatial attributes in unknown geometry systems
Proc., UCGIS 2005 Summer Assembly, 2005
Learning to optimize plan execution in information agents
Case-Based Reasoning Research and Development: 6th International Conference …, 2005
Machine Learning Techniques for Wrapper Maintenance
Virtual Enterprise Integration: Technological and Organizational …, 2005
Plan optimization by plan rewriting
Intelligent Techniques for Planning, 121-161, 2005
Inducing source descriptions for automated web service composition
Proceedings of the AAAI 2005 Workshop on Exploring Planning and Scheduling …, 2005
A mixed-initiative system for building mixed-initiative systems
Proceedings of the AAAI Fall Symposium on Mixed-Initiative Problem-Solving …, 2005
Plan Optimization by Plan Rewriting
Intelligent Techniques for Planning, 121, 2005
2004
Exploiting secondary sources for unsupervised record linkage
2004 VLDB Workshop on Information Integration on the Web, 2004
Utilizing Road Network Data for Automatic Identification of Road Intersections from High Resolution Color Orthoimagery.
STDBM 4, 17-24, 2004
Using the structure of web sites for automatic segmentation of tables
Proceedings of the 2004 ACM SIGMOD international conference on Management of …, 2004
A data integration approach to automatically composing and optimizing web services
Proceedings of 2004 ICAPS Workshop on Planning and Scheduling for Web and …, 2004
Exploiting online sources to accurately geocode addresses
Proceedings of the 12th annual ACM international workshop on geographic …, 2004
Automatically and accurately conflating orthoimagery and street maps
Proceedings of the 12th annual ACM international workshop on Geographic …, 2004
Guest Editors' Introduction: Mining Actionable Knowledge on the Web
IEEE Intelligent Systems 19 (6), 30-31, 2004
Agent wizard: building information agents by answering questions
Proceedings of the 9th international conference on Intelligent user …, 2004
Populating the semantic web
Proceedings of the AAAI 2004 Workshop on Advances in Text Extraction and …, 2004
2003
Information integration on the web
IEEE Intelligent Systems 18 (5), 14-15, 2003
Combining Classification and Transduction for Value Prediction in Speculative Plan Execution.
IIWeb, 131-136, 2003
Learning value predictors for the speculative execution of information gathering plans
IJCAI 3, 3-9, 2003
Efficient Execution of Recursive Integration Plans.
IIWeb, 169-174, 2003
Deploying information agents on the web
IJCAI, 1580-1586, 2003
Active learning with strong and weak views: A case study on wrapper induction
IJCAI 3, 415-420, 2003
Proceedings of the 2003 International Conference on Information Integration on the Web
AAAI Press, 2003
To buy or not to buy: mining airfare data to minimize ticket purchase price
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
Wrapper induction by hierarchical data analysis
US Patent 6,606,625, 2003
Exploiting secondary sources for automatic object consolidation
Proceeding of 2003 KDD Workshop on Data Cleaning, Record Linkage, and Object …, 2003
Proteus: A System for Dynamically Composing and Intelligently Executing Web Services.
ICWS, 17-21, 2003
A view integration approach to dynamic composition of web services
Proceedings of 2003 ICAPS Workshop on Planning for Web Services, 2003
Wrapper maintenance: A machine learning approach
Journal of Artificial Intelligence Research 18, 149-181, 2003
Information Integration on the Web: A view from AI and Databases (Report on IIWeb-03)
ACM SIGMOD Record 32 (4), 122-123, 2003
Rapid integration of online and geospatial data sources for knowledge discovery
Unpublished White Paper Prepared for University Consortium for Geographic …, 2003
Exploiting a search engine to develop more flexible Web agents
Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003 …, 2003
Automatically and accurately conflating satellite imagery and maps
International Workshop on Next Generation Geospatial Information, 2003
ITR: Framework for Integrating Geospatial and Online Data to Respond to Unexpected Events
NSF Award Number 0324955. Directorate for Computer and Information Science …, 2003
Heracles: Hierarchical dynamic constraint networks for interactive planning
Access mode https://pdfs. semanticscholar. org/948a …, 2003
Automatically annotating and integrating spatial datasets
Advances in Spatial and Temporal Databases: 8th International Symposium …, 2003
Accurately and reliably extracting data from the web: A machine learning approach
Intelligent exploration of the web, 275-287, 2003
Active Learning with Strong and Weak Views: A Case Study on Wrapper
IJCAI: Proceedings of the Conference, 415, 2003
Report on the workshop of Information Integration on the Web
SIGMOD RECORD 32 (4), 122-123, 2003
Information Integration on the Web-Guest Editors' introduction: Information Integration on the Web
IEEE Intelligent Systems 18 (5), 114, 2003
2002
Active+ semi-supervised learning= robust multi-view learning
ICML 2, 435-442, 2002
Information Integration on the Web
Proc. of the Eighteenth National Conference on Artificial Intelligence (AAAI’02), 2002
Dynamically composing web services from on-line sources
Proceeding of the AAAI-2002 Workshop on Intelligent Service Integration, 1-7, 2002
Getting from here to there: Interactive planning and agent execution for optimizing travel
AAAI/IAAI, 862-869, 2002
Learning domain-independent string transformation weights for high accuracy object identification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002
Coalition agents experiment: Multiagent cooperation in international coalitions
IEEE Intelligent Systems 17 (3), 26-35, 2002
Web: A Machine Learning Approach¹
Intelligent Exploration of the Web 111, 275, 2002
Technology requirements for information management
RIACS Technical Report 2.07, November 2002, available online at www. riacs …, 2002
Agents for gathering, integrating, and monitoring information for travel planning
IEEE Intelligent Systems 17 (6), 63-66, 2002
Intelligent systems for tourism
IEEE intelligent systems 17 (6), 53-66, 2002
Coalition agents experiment: Multiagent cooperation in international coalitions
IEEE Intelligent…, 2002
Adaptive view validation: A case study on wrapper induction
Proc. of ICML, 2002
Learning Efficient Value Predictors for Speculative Plan Execution.
WebDB, 77-82, 2002
An Expressive and Efficient Language for Information Gathering on the Web
Proceedings of the Sixth International Conference on AI Planning and …, 2002
Knowledge Systems for Coalition Operations-Coalition Agents Experiment: Multiagent Cooperation in International Coalitions
IEEE Intelligent Systems 17 (3), 26-35, 2002
2001
The WorldInfo Assistant: Spatio-Temporal Information Integration on the Web
VLDB, 717-718, 2001
Selective sampling+ semi-supervised learning= robust multi-view learning
IJCAI-01 Workshop on Text Learning: Beyond Supervision, 2001
Automatic data extraction from lists and tables in web sources
IJCAI-2001 Workshop on Adaptive Text Extraction and Mining 98, 2001
Integrating the world: The worldinfo assistant
Proceedings of the 2001 International Conference on Artificial Intelligence …, 2001
Mixed-initiative, multi-source information assistants
Proceedings of the 10th international conference on World Wide Web, 697-707, 2001
Cooperation in International Coalitions
Comm. ACM 44 (4), 35-41, 2001
The ariadne approach to web-based information integration
International Journal of Cooperative Information Systems 10 (01n02), 145-169, 2001
Compiling source descriptions for efficient and flexible information integration
Journal of Intelligent Information Systems 16, 149-187, 2001
Hierarchical wrapper induction for semistructured information sources
Autonomous Agents and Multi-Agent Systems 4, 93-114, 2001
Learning object identification rules for information integration
Information Systems 26 (8), 607-633, 2001
Efficiently querying moving objects with pre-defined paths in a distributed environment
Proceedings of the 9th ACM international symposium on Advances in geographic …, 2001
An intelligent user interface for mixed-initiative multi-source travel planning
Proceedings of the 6th international conference on Intelligent user …, 2001
A machine learning approach to accurately and reliably extracting data from the web
Proceedings of the IJCAI Workshop on Adaptive Text Extraction and Mining, 2001
Planning by rewriting
Artificial Intelligence, 2001
Automatic data extraction from lists and tables in Web sources. IJCAI-01
Workshop on Adaptive Text Extraction and Mining, 2001
2000
Selective sampling with naive cotesting: Preliminary results
The ECAI 2000 workshop on Machine Learning for information extraction, 2000
Speculative Execution for Information Agents
AAAI/IAAI, 1062, 2000
The TheaterLoc virtual application
AAAI/IAAI, 980-987, 2000
Selective sampling with redundant views
AAAI/IAAI, 621-626, 2000
Selective Sampling with Co-Testing: Preliminary Results
AAAI/IAAI, 1107, 2000
Dataflow plan execution for software agents
Proceedings of the fourth international conference on Autonomous agents, 138-139, 2000
A dataflow approach to agent-based information management
Proceedings of the 2000 International Conference of on Artificial Intelligence, 2000
Flexible and scalable cost-based query planning in mediators: A transformational approach
Artificial Intelligence 118 (1-2), 115-161, 2000
Selective sampling with co-testing
The CRM Workshop on" Combining and Selecting Multiple Models With Machine …, 2000
Workshop on Intelligent Information Integration (III-99)
AI Magazine 21 (1), 91-91, 2000
Theaterloc: Using information integration technology to rapidly build virtual applications
Proceedings of 16th International Conference on Data Engineering (Cat. No …, 2000
Semantic query optimization for query plans of heterogeneous multidatabase systems
IEEE Transactions on Knowledge and Data Engineering 12 (6), 959-978, 2000
Master Index—Volumes 111–120
Artificial Intelligence 120, 281-290, 2000
Proceedings, the Fifth International Conference on Artificial Intelligence Planning and Scheduling
AAAI Press, 2000
Learning plan rewriting rules
parameters 10, 7Y, 2000
1999
Selectively materializing data in mediators by analyzing user queries
Proceedings Fourth IFCIS International Conference on Cooperative Information …, 1999
Theaterloc: A case study in building an information integration application
IJCAI Workshop on Intelligent Information Integration, 1999
Learning to handle inconsistency for multi-source integration
Proceedings of the sixteenth national conference on Artificial intelligence …, 1999
Active learning for hierarchical wrapper induction
AAAI/IAAI, 975, 1999
Building Agents for Internet-based Supply Chain Integration
Proceedings of the Workshop on Agents for Electronic Commerce and Managing …, 1999
A hierarchical approach to wrapper induction
Proc. of 3rd Intern. Conf. on Autonomous Agents 10 (301136.301191), 1999
A hierarchical approach to wrapper induction
Proceedings of the third annual conference on Autonomous Agents, 190-197, 1999
Scalable software architectures for decision support
Methods of information in medicine 38 (04/05), 229-238, 1999
An efficient plan execution system for information management agents
Proceedings of the 2nd international workshop on Web information and data …, 1999
Selectively materializing data in mediators by analyzing source structure, query distribution and maintenance cost
Proceedings of the 2nd international workshop on Web information and data …, 1999
TheaterLoc: A Case Study in Building An Information Integration System.
Intelligent Information Integration, 1999
Intelligent information integration
Proc. IJCAI-99 Workshop, 1999
1998
Handling inconsistency for multi-source integration
Proceedings of the fifteenth national/tenth conference on Artificial …, 1998
Optimizing information agents by selectively materializing data
AAAI/IAAI, 1168, 1998
Modeling web sources for information integration
AAAI/IAAI, 211-218, 1998
Stalker: Learning extraction rules for semistructured, web-based information sources
Proceedings of AAAI-98 Workshop on AI and Information Integration 7, 4-81, 1998
Flexible and scalable query planning in distributed and heterogeneous environments
Proceedings of the Fourth International Conference on Artificial …, 1998
Ariadne: A system for constructing mediators for internet sources
Proceedings of the 1998 ACM SIGMOD international conference on Management of …, 1998
Intelligent caching for information mediators: A kr based approach
Knowledge representation meets databases (KRDB), Seattle, WA 91, 1998
Information integration
IEEE Intelligent Systems and their Applications 13 (5), 12-24, 1998
Pddl–the planning domain definition language–version 1.2
Yale Center for Computational Vision and Control, Technical Report, CVC TR …, 1998
Pddl—the planning domain definition language
Technical Report, Tech. Rep., 1998
Discovering robust knowledge from databases that change
Data Mining and Knowledge Discovery 2, 69-95, 1998
Learning wrappers for semistructured, webbased information sources
Workshop on AI and Information Integration. AAAI, 1998
The ariadne approach to web-based information integration
IEEE Intelligent Systems 13 (5), 17-20, 1998
2.2 Internet and Information Access
Readings in Agents, 75, 1998
Wrapper induction for semistructured, web-based information sources
Proc. Conference on Automatic Learning and Discovery, CONALD-98, 1998
1997
Combining the expressivity of UCPOP with the efficiency of Graphplan
European Conference on Planning, 221-233, 1997
Agents for information gathering
Ieee Expert 12 (5), 2-4, 1997
Semi-automatic wrapper generation for internet information sources
Proceedings of CoopIS 97: 2nd IFCIS Conference on Cooperative Information …, 1997
Planning by Rewriting: Efficiently Generating High-Quality Plans.
UNIVERSITY OF SOUTHERN CALIFORNIA MARINA DEL REY, 1997
Wrapper generation for semi-structured internet sources
ACM Sigmod Record 26 (4), 8-15, 1997
Flexible and scalable query access planning using an AI planner
Proceedings 1997 IEEE Knowledge and Data Engineering Exchange Workshop, 132-139, 1997
Searching the world wide web
IEEE Intelligent Systems 12 (01), 8-14, 1997
Combining the Expressivity of UCPOP with the E ciency of Graphplan
Proceedings ECP-97, Toulose, France, 1997
Building Information Servers
NASA, 1997
Planning by rewriting: Efficiently generating high-quality plans
Proceedings of the Fourteenth National Conference on Artificial Intelligence …, 1997
Information gathering plans with sensing actions
Recent Advances in AI Planning: 4th European Conference on Planning, ECP'97 …, 1997
1996
Discovering robust knowledge from dynamic closed-world data
AAAI/IAAI, Vol. 1, 820-827, 1996
Neural networks in real-world applications
IEEE Expert 11 (4), 4-12, 1996
Query reformulation for dynamic information integration
Journal of Intelligent Information Systems 6 (2), 99-130, 1996
Building a Planner for Information Gathering: A Report from the Trenches.
AIPS, 134-141, 1996
Journal of Intelligent Information Systems
Journal of Intelligent Information Systems 6 (2/3), 1996
Query processing in the sims information mediator
Advanced Planning Technology 32, 78-93, 1996
Statistical versus knowledge-based machine translation
IEEE Expert: Intelligent Systems and Their Applications 11 (2), 12-18, 1996
Efficient planning by graph rewriting
American Association for Artificial Intelligence, Menlo Park, CA (United States), 1996
Learning models for multi-source integration
American Association for Artificial Intelligence, Menlo Park, CA (United States), 1996
An information mediator network for tasks in dynamic environments
Yearbook of Medical Informatics 5 (01), 95-100, 1996
SIMS: Single interface to multiple sources
TR RL-TR-96-118, USC Rome Labs, 1996
Why plan generation and plan execution are inseparable
Proceedings of the AAAI Fall Symposium on Plan Execution 40, 1996
1995
Estimating the robustness of discovered knowledge
KDD, 156-161, 1995
Planning, executing, sensing, and replanning for information gathering
IJCAI 14, 1686-1693, 1995
Planning as refinement search: A unified framework for evaluating design tradeoffs in partial-order planning
Artificial Intelligence 76 (1-2), 167-238, 1995
Agents for information gathering
University of Southern California, Information Sciences Institute, 1995
Integrating planning and execution for information gathering
Working Notes of the AAAI Spring Symposium Series on Information Gathering …, 1995
Exploiting run-time information for efficient processing of queries
Working Notes of the AAAI Spring Symposium on Information Gathering in …, 1995
Relating the performance of partial-order planning algorithms to domain features
ACM SIGART Bulletin 6 (1), 8-15, 1995
11 Planning and Learning in PRODIGY
Goal-driven Learning, 297, 1995
Information Gathering from Heterogeneous
Distributed Environments, 1995
Using inductive learning to generate rules for semantic query optimization
University of Southern California, Information Sciences Institute, 1995
Exploiting run-time information to locate relevant data sources
Working Notes of the AAAI Spring Symposium on Information Gathering from …, 1995
Information Gathering from Heterogeneous Distributed Environments: March 27-29, Stanford, California
AAAI Press, 1995
1994
Automatically generating abstractions for planning
Artificial intelligence 68 (2), 243-302, 1994
Query processing in an information mediator
ARPA/Rome Laboratory Knowledge-based Planning and Scheduling Initiative …, 1994
Cooperating agents for information retrieval
CoopIS, 122-133, 1994
Intelligent caching: Selecting, representing, and reusing data in an information server
Proceedings of the third international conference on Information and …, 1994
Rule induction for semantic query optimization
Machine Learning Proceedings 1994, 112-120, 1994
Generating parallel execution plans with a partial order planner
Proceedings of the Second International Conference on Artificial Intelligence Planning Systems, 1994
Query Processing in an Information Mediator
ARPA/Rome Laboratory Knowledge-based Planning and Scheduling Initiative …, 1994
Intelligent Caching
Selecting, Representing and reusing data in an information server, 1994
E cient query processing for information gathering agents
Proceedings of the Workshop on Intelligent Information Agents, Gaithersburg, MD, 1994
Applying a general-purpose planner to the problem of query access planning
Proceedings of the AAAI Fall Symposium on Planning and Learning: On to Real …, 1994
An architecture for information retrieval agents
Working notes of the AAAI spring symposium on Software agents, 49-56, 1994
1993
Learning and Reformulation for Efficient Multidatabase Retrieval
NSF Award Number 9313993. Directorate for Computer and Information Science …, 1993
Learning database abstractions for query reformulation
University of Southern California, Information Sciences Institute, 1993
Sims: Retrieving and integrating information from multiple sources
Proceedings of the 1993 ACM SIGMOD international conference on Management of …, 1993
Retrieving and integrating data from multiple information sources
International Journal of Intelligent and Cooperative Information Systems 2 …, 1993
A Comparison of the SNLP and TWEAK planning algorithms
Proc. of AAAI Spring Symp. on Foundations of Automatic Planning, 1993
Reformulating query plans for multidatabase systems
Proceedings of the second international conference on Information and …, 1993
SIMS: Retrieving and integrating information from multiple sources
Proceedings of the 1993 ACM SIGMOD International Conference on Management of …, 1993
Hierarchical problem solving
Generating Abstraction Hierarchies: An Automated Approach to Reducing Search …, 1993
Generating Abstractions
Generating Abstraction Hierarchies: An Automated Approach to Reducing Search …, 1993
Empirical Results
Generating Abstraction Hierarchies: An Automated Approach to Reducing Search …, 1993
Problem Solving
Generating Abstraction Hierarchies: An Automated Approach to Reducing Search …, 1993
1992
Prodigy 4.0: The manual and tutorial
Carnegie Mellon University, 1992
Planning and reformulating queries for semantically-modeled multidatabase systems
Proceedings of the International Conference on Knowledge Management, 1992
An analysis of ABSTRIPS
Artificial Intelligence Planning Systems, 126-135, 1992
1991
Integrating abstraction and explanation-based learning in PRODIGY
Proceedings of the ninth National conference on Artificial intelligence …, 1991
Characterizing abstraction hierarchies for planning
Proceedings of the ninth National conference on Artificial intelligence …, 1991
Search Reduction in Hierarchical Problem Solving.
AAAI 91, 686-691, 1991
PRODIGY: An Integrated Architecture for Planning and Learning
Architectures for Intelligence, 241, 1991
Automatically generating abstractions for problem-solving
Carnegie Mellon University, 1991
1990
Learning Abstraction Hierarchies for Problem Solving.
AAAI, 923-928, 1990
Designing an integrated architecture: The prodigy view
12th Annual Conference. CSS Pod, 997-1004, 1990
Abstracting the tower of hanoi
Working Notes of AAAI-90 Workshop on Automatic Generation of Approximations …, 1990
A theory of abstraction for hierarchical planning
Change of Representation and Inductive Bias, 81-104, 1990
1989
Learning hierarchies of abstraction spaces
Proceedings of the Sixth International Workshop on Machine Learning, 241-245, 1989
PRODIGY 2.0: The manual and tutorial
Technical Report CMU-CS-89-146, 1989
1987
Acquiring effective search control rules: Explanation-based learning in the PRODIGY system
Proceedings of the fourth International workshop on Machine Learning, 122-133, 1987
1986
Improving the effectiveness of explanation-based learning
Proc. Workshop on Knowledge Compilation, 77-87, 1986
1982
L Neilson, M.(1983)
Stuttering: A review of research findings and theories circa, 226-246, 1982