Craig A. Knoblock

Orcid: 0000-0002-6371-4807

Affiliations:
  • University of Southern California, Information Sciences Institute, Los Angeles, USA


According to our database1, Craig A. Knoblock authored at least 264 papers between 1989 and 2024.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2017, "For contributions to artificial intelligence, semantic web, and semantic data integration".

Timeline

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Bibliography

2024
Automatically Constructing Geospatial Feature Taxonomies from OpenStreetMap Data.
Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024

2023
Building spatio-temporal knowledge graphs from vectorized topographic historical maps.
Semantic Web, 2023

Exploiting Polygon Metadata to Understand Raster Maps - Accurate Polygonal Feature Extraction.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Indirect Cooperation in Distributed Stationary-Resource Searching with Predefined Destinations.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Detecting Semantic Errors in Tables using Textual Evidence.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Towards the automated large-scale reconstruction of past road networks from historical maps.
Comput. Environ. Urban Syst., 2022

SAND : A Tool for Creating Semantic Descriptions of Tabular Sources.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

2021
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst., 2021

Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents.
Remote. Sens., 2021

A Graph-Based Approach for Inferring Semantic Descriptions of Wikipedia Tables.
Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Synthetic Map Generation to Provide Unlimited Training Data for Historical Map Text Detection.
Proceedings of the GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2021

A Label Correction Algorithm Using Prior Information for Automatic and Accurate Geospatial Object Recognition.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Guided Generative Models using Weak Supervision for Detecting Object Spatial Arrangement in Overhead Images.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning.
Int. J. Geogr. Inf. Sci., 2020

Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks.
IEEE Access, 2020

An Automatic Approach for Generating Rich, Linked Geo-Metadata from Historical Map Images.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Building Linked Spatio-Temporal Data from Vectorized Historical Maps.
Proceedings of the Semantic Web - 17th International Conference, 2020

2019
Software Adaptation for an Unmanned Undersea Vehicle.
IEEE Softw., 2019

Extracting geographic features from the Internet: A geographic information mining framework.
Knowl. Based Syst., 2019

Intelligent systems for geosciences: an essential research agenda.
Commun. ACM, 2019

Learning Semantic Models of Data Sources Using Probabilistic Graphical Models.
Proceedings of the World Wide Web Conference, 2019

D-REPR: A Language for Describing and Mapping Diversely-Structured Data Sources to RDF.
Proceedings of the 10th International Conference on Knowledge Capture, 2019

An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Automatic Adaptation to Sensor Replacements.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Learning Data Transformations with Minimal User Effort.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Wrapper Maintenance.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections.
ISPRS Int. J. Geo Inf., 2018

Spatialising uncertainty in image segmentation using weakly supervised convolutional neural networks: a case study from historical map processing.
IET Image Process., 2018

Investigative Knowledge Discovery for Combating Illicit Activities.
IEEE Intell. Syst., 2018

First Workshop on Knowledge Base Construction, Mining and Reasoning.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Feature Selection Methods For Understanding Business Competitor Relationships.
Proceedings of the Fourth International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, 2018

Building Linked Data from Historical Maps.
Proceedings of the Second Workshop on Enabling Open Semantic Science co-located with 17th International Semantic Web Conference, 2018

On the Linear Programming Duals of Temporal Reasoning Problems.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2018

Constraint-Based Learning for Sensor Failure Detection and Adaptation.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Alert Generation in Execution Monitoring Using Resource Envelopes.
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018

Load Scheduling of Simple Temporal Networks Under Dynamic Resource Pricing.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Conflation of Geospatial Data.
Proceedings of the Encyclopedia of GIS., 2017

Web Text-based Network Industry Classifications: Preliminary Results.
Proceedings of the 3rd International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, 2017

A Demonstration of Tools for Building Linked Data for the American Art Collaborative.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Lessons Learned in Building Linked Data for the American Art Collaborative.
Proceedings of the Semantic Web - ISWC 2017, 2017

Learning with Previously Unseen Features.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Distributed Logical Filter for Connected Row Convex Constraints.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 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 Analytics, 2017

Automatic alignment of geographic features in contemporary vector data and historical maps.
Proceedings of the 1st Workshop on Artificial Intelligence and Deep Learning for Geographic Knowledge Discovery, 2017

2016
Learning the semantics of structured data sources.
J. Web Semant., 2016

Unsupervised Entity Resolution on Multi-type Graphs.
Proceedings of the Semantic Web - ISWC 2016, 2016

Leveraging Linked Data to Discover Semantic Relations Within Data Sources.
Proceedings of the Semantic Web - ISWC 2016, 2016

Semantic Labeling: A Domain-Independent Approach.
Proceedings of the Semantic Web - ISWC 2016, 2016

Maximizing Correctness with Minimal User Effort to Learn Data Transformations.
Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

Efficient Graph-Based Document Similarity.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

A Scalable Approach to Incrementally Building Knowledge Graphs.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2016

2015
Recognizing text in raster maps.
GeoInformatica, 2015

Exploiting Semantics for Big Data Integration.
AI Mag., 2015

Leveraging Linked Data to Infer Semantic Relations within Structured Sources.
Proceedings of the 6th International Workshop on Consuming Linked Data (COLD 2015) co-located with 14th International Semantic Web Conference (ISWC 2015), 2015

Using a Knowledge Graph to Combat Human Trafficking.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015


KR2RML: An Alternative Interpretation of R2RML for Heterogenous Sources.
Proceedings of the 6th International Workshop on Consuming Linked Data (COLD 2015) co-located with 14th International Semantic Web Conference (ISWC 2015), 2015

A Quantitative Survey on the Use of the Cube.
Proceedings of the 3rd International Workshop on Semantic Statistics co-located with 14th International Semantic Web Conference, 2015

An Iterative Approach to Synthesize Data Transformation Programs.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Assigning Semantic Labels to Data Sources.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

Finding, Assessing, and Integrating Statistical Sources for Data Mining.
Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference (ESWC 2015), 2015

2014
Publishing the Data of the Smithsonian American Art Museum to the Linked Data Cloud.
Int. J. Humanit. Arts Comput., 2014

A Survey of Digital Map Processing Techniques.
ACM Comput. Surv., 2014

A Demonstration of Linked Data Source Discovery and Integration.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

A Scalable Approach to Learn Semantic Models of Structured Sources.
Proceedings of the 2014 IEEE International Conference on Semantic Computing, 2014

Mapping Hierarchical Sources into RDF Using the RML Mapping Language.
Proceedings of the 2014 IEEE International Conference on Semantic Computing, 2014

Minimizing user effort in transforming data by example.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

Iteratively Learning Conditional Statements in Transforming Data by Example.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Integration and Automation of Data Preparation and Data Mining.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

A parallel query engine for interactive spatiotemporal analysis.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

A system for efficient cleaning and transformation of geospatial data attributes.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

From map images to geographic names.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

How Linked Open Data Can Help in Locating Stolen or Looted Cultural Property.
Proceedings of the Digital Heritage. Progress in Cultural Heritaage: Documentation, Preservation, and Protection, 2014

Aligning Ontologies of Linked Data.
Proceedings of the Linked Data Management., 2014

2013
A general approach for extracting road vector data from raster maps.
Int. J. Document Anal. Recognit., 2013

Interoperation in Complex Information Ecosystems (Dagstuhl Seminar 13252).
Dagstuhl Reports, 2013

A Graph-Based Approach to Learn Semantic Descriptions of Data Sources.
Proceedings of the Semantic Web - ISWC 2013, 2013

Publishing Data from the Smithsonian American Art Museum as Linked Open Data.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

On-the-fly Integration of Static and Dynamic Sources.
Proceedings of the Fourth International Workshop on Consuming Linked Data, 2013

A semantic approach to retrieving, linking, and integrating heterogeneous geospatial data.
Proceedings of the Joint Proceedings of the Workshop on AI Problems and Approaches for Intelligent Environments and Workshop on Semantic Cities, 2013

Discovering Alignments in Ontologies of Linked Data.
Proceedings of the IJCAI 2013, 2013

Envisioning a future for a spatial-health CyberGIS marketplace.
Proceedings of the Second ACM SIGSPATIAL International Workshop on Use of GIS in Public Health, 2013

Connecting the Smithsonian American Art Museum to the Linked Data Cloud.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

Semantics for Big Data Integration and Analysis.
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012
Dealing with the Messiness of the Web of Data.
J. Web Semant., 2012

Rapidly Integrating Services into the Linked Data Cloud.
Proceedings of the Semantic Web - ISWC 2012, 2012

Discovering Concept Coverings in Ontologies of Linked Data Sources.
Proceedings of the Semantic Web - ISWC 2012, 2012

Generating Named Road Vector Data from Raster Maps.
Proceedings of the Geographic Information Science - 7th International Conference, 2012

Finding Concept Coverings in Aligning Ontologies of Linked Data.
Proceedings of the First International Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data, 2012

Semi-automatically Mapping Structured Sources into the Semantic Web.
Proceedings of the Semantic Web: Research and Applications, 2012

Karma: A System for Mapping Structured Sources into the Semantic Web.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

Learning Transformation Rules by Examples.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Building Mashups by Demonstration.
ACM Trans. Web, 2011

Harvesting maps on the web.
Int. J. Document Anal. Recognit., 2011

Interactively Mapping Data Sources into the Semantic Web.
Proceedings of the First International Workshop on Linked Science 2011, 2011

Mind Your Metadata: Exploiting Semantics for Configuration, Adaptation, and Provenance in Scientific Workflows.
Proceedings of the Semantic Web - ISWC 2011, 2011

Recognition of Multi-oriented, Multi-sized, and Curved Text.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Monitoring Entities in an Uncertain World: Entity Resolution and Referential Integrity.
Proceedings of the Twenty-Third Conference on Innovative Applications of Artificial Intelligence, 2011

Efficient and Robust Graphics Recognition from Historical Maps.
Proceedings of the Graphics Recognition. New Trends and Challenges, 2011

Exploiting semantics of web services for geospatial data fusion.
Proceedings of the 2011 International Workshop on Spatial Semantics and Ontologies, 2011

Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Constructing Reference Sets from Unstructured, Ungrammatical Text.
J. Artif. Intell. Res., 2010

Linking and Building Ontologies of Linked Data.
Proceedings of the Semantic Web - ISWC 2010 - 9th International Semantic Web Conference, 2010

Building geospatial mashups to visualize information for crisis management.
Proceedings of the 7th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2010

An Approach for Recognizing Text Labels in Raster Maps.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Strabo: a system for extracting road vector data from raster maps.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

A general approach to discovering, registering, and extracting features from raster maps.
Proceedings of the Document Recognition and Retrieval XVII, 2010

Linking the Deep Web to the Linked DataWeb.
Proceedings of the Linked Data Meets Artificial Intelligence, 2010

2009
Wrapper Maintenance.
Proceedings of the Encyclopedia of Database Systems, 2009

Extracting geographic features from the Internet to automatically build detailed regional gazetteers.
Int. J. Geogr. Inf. Sci., 2009

Automatic and Accurate Extraction of Road Intersections from Raster Maps.
GeoInformatica, 2009

Automatically Constructing Semantic Web Services from Online Sources.
Proceedings of the Semantic Web - ISWC 2009, 8th International Semantic Web Conference, 2009

Exploiting Background Knowledge to Build Reference Sets for Information Extraction.
Proceedings of the IJCAI 2009, 2009

A Method for Automatically Extracting Road Layers from Raster Maps.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Mining the Heterogeneous Transformations between Data Sources to Aid Record Linkage.
Proceedings of the 2009 International Conference on Artificial Intelligence, 2009

Extracting Road Vector Data from Raster Maps.
Proceedings of the Graphics Recognition. Achievements, 2009

Classification of raster maps for automatic feature extraction.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Discovering and Building Semantic Models of Web Sources.
Proceedings of the Semantic Web: Research and Applications, 2009

Interactive Data Integration through Smart Copy & Paste.
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008
Conflation of Geospatial Data.
Proceedings of the Encyclopedia of GIS., 2008

Information Integration for the Masses.
J. Univers. Comput. Sci., 2008

Creating Relational Data from Unstructured and Ungrammatical Data Sources.
J. Artif. Intell. Res., 2008

Automatically and Accurately Conflating Raster Maps with Orthoimagery.
GeoInformatica, 2008

Beyond the Elves: Making Intelligent Agents Intelligent.
AI Mag., 2008

Speculative plan execution for information gathering.
Artif. Intell., 2008

Building Mashups by example.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Exploiting Data Semantics to Discover, Extract, and Model Web Sources.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Identifying Maps on the World Wide Web.
Proceedings of the Geographic Information Science, 5th International Conference, 2008

Automatic extraction of road intersection position, connectivity, and orientations from raster maps.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

2007
Learning Semantic Definitions of Online Information Sources.
J. Artif. Intell. Res., 2007

Semantic Labeling of Online Information Sources.
Int. J. Semantic Web Inf. Syst., 2007

Unsupervised information extraction from unstructured, ungrammatical data sources on the World Wide Web.
Int. J. Document Anal. Recognit., 2007

Special issue on noisy text analytics.
Int. J. Document Anal. Recognit., 2007

Reformulating Constraint Models Using Input Data.
Proceedings of the Abstraction, 2007

Reformulating Constraint Satisfaction Problems to Improve Scalability.
Proceedings of the Abstraction, 2007

Building data integration queries by demonstration.
Proceedings of the 12th International Conference on Intelligent User Interfaces, 2007

Learning Semantic Descriptions of Web Information Sources.
Proceedings of the IJCAI 2007, 2007

EntityBases: Compiling, Organizing and Querying Massive Entity Repositories.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

Quality-driven geospatial data integration.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Exploiting automatically inferred constraint-models for building identification in satellite imagery.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Reformulating CSPs for Scalability with Application to Geospatial Reasoning.
Proceedings of the Principles and Practice of Constraint Programming, 2007

Beginning to Understand Unstructured, Ungrammatical Text: An Information Integration Approach.
Proceedings of the Machine Reading, 2007

2006
Active Learning with Multiple Views.
J. Artif. Intell. Res., 2006

Automatically Conflating Road Vector Data with Orthoimagery.
GeoInformatica, 2006

Automatically and Efficiently Matching Road Networks with Spatial Attributes in Unknown Geometry Systems.
Proceedings of the Third STDBM 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.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Geodec: Enabling Geospatial Decision Making.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Automatic alignment of vector data and orthoimagery for the national map.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

Beyond the Elves: Making Intelligent Agents Intelligent.
Proceedings of the What Went Wrong and Why: Lessons from AI Research and Applications, 2006

Phoebus: A System for Extracting and Integrating Data from Unstructured and Ungrammatical Sources.
Proceedings of the Proceedings, 2006

Learning Blocking Schemes for Record Linkage.
Proceedings of the Proceedings, 2006

Automatically Labeling the Inputs and Outputs of Web Services.
Proceedings of the Proceedings, 2006

2005
SERGEANT: A framework for building more flexible web agents by exploiting a search engine.
Web Intell. Agent Syst., 2005

Composing, optimizing, and executing plans for bioinformatics web services.
VLDB J., 2005

Digital library information-technology infrastructures.
Int. J. Digit. Libr., 2005

An Expressive Language and Efficient Execution System for Software Agents.
J. Artif. Intell. Res., 2005

Guest Editors' Introduction: Planning with Templates.
IEEE Intell. Syst., 2005

Conditional Constraint Networks for Interleaved Planning and Information Gathering.
IEEE Intell. Syst., 2005

Automatically Utilizing Secondary Sources to Align Information Across Sources.
AI Mag., 2005

Interactively building agents for consumer-side data mining.
Proceedings of the 10th International Conference on Intelligent User Interfaces, 2005

Semantic annotation of unstructured and ungrammatical text.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

A Heterogeneous Field Matching Method for Record Linkage.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Learning to Optimize Plan Execution in Information Agents.
Proceedings of the Case-Based Reasoning, 2005

Automatic extraction of road intersections from raster maps.
Proceedings of the 13th ACM International Workshop on Geographic Information Systems, 2005

Automatically identifying and georeferencing street maps on the web.
Proceedings of the 2005 Workshop On Geographic Information Retrieval, 2005

A Constraint Satisfaction Approach to Geospatial Reasoning.
Proceedings of the Proceedings, 2005

2004
Guest Editors' Introduction: Mining Actionable Knowledge on the Web.
IEEE Intell. Syst., 2004

Retrieving and Semantically Integrating Heterogeneous Data from the Web.
IEEE Intell. Syst., 2004

Utilizing Road Network Data for Automatic Identification of Road Intersections from High Resolution Color Orthoimagery.
Proceedings of the Spatio-Temporal Database Management, 2004

Using the Structure of Web Sites for Automatic Segmentation of Tables.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Agent wizard: building information agents by answering questions.
Proceedings of the 9th International Conference on Intelligent User Interfaces, 2004

Automatically and accurately conflating orthoimagery and street maps.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004

Exploiting online sources to accurately geocode addresses.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004

Building Software Agents for Planning, Monitoring, and Optimizing Travel.
Proceedings of the Information and Communication Technologies in Tourism, 2004

2003
Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach.
Proceedings of the Intelligent Exploration of the Web, 2003

Information integration on the Web: a view from AI and databases (report on IIWeb-03).
SIGMOD Rec., 2003

Wrapper Maintenance: A Machine Learning Approach.
J. Artif. Intell. Res., 2003

Guest Editors' Introduction: Information Integration on the Web.
IEEE Intell. Syst., 2003

Exploiting a Search Engine to Develop More Flexible Web Agents.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Automatically Annotating and Integrating Spatial Datasets.
Proceedings of the Advances in Spatial and Temporal Databases, 8th International Symposium, 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 Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Efficient Execution of Recursive Integration Plans.
Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction.
Proceedings of the IJCAI-03, 2003

Deploying Information Agents on the Web.
Proceedings of the IJCAI-03, 2003

Combining Classification and Transduction for Value Prediction in Speculative Plan Execution.
Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

Learning Value Predictors for the Speculative Execution of Information Gathering Plans.
Proceedings of the IJCAI-03, 2003

Proteus: A System for Dynamically Composing and Intelligently Executing Web Services.
Proceedings of the International Conference on Web Services, ICWS '03, June 23, 2003

2002
Selectively Materializing Data in Mediators by Analyzing User Queries.
Int. J. Cooperative Inf. Syst., 2002

Intelligent Systems for Tourism.
IEEE Intell. Syst., 2002

Coalition Agents Experiment: Multiagent Cooperation in International Coalitions.
IEEE Intell. Syst., 2002

Electric Elves: Agent Technology for Supporting Human Organizations.
AI Mag., 2002

Learning Efficient Value Predictors for Speculative Plan Execution.
Proceedings of the Fifth International Workshop on the Web and Databases, 2002

Learning domain-independent string transformation weights for high accuracy object identification.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Adaptive View Validation: A First Step Towards Automatic View Detection.
Proceedings of the Machine Learning, 2002

Active + Semi-supervised Learning = Robust Multi-View Learning.
Proceedings of the Machine Learning, 2002

Speculative Execution for Information Gathering Plans.
Proceedings of the Sixth International Conference on Artificial Intelligence Planning Systems, 2002

Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel.
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002

2001
Compiling Source Descriptions for Efficient and Flexible Information Integration.
J. Intell. Inf. Syst., 2001

Planning by Rewriting.
J. Artif. Intell. Res., 2001

Learning object identification rules for information integration.
Inf. Syst., 2001

The Ariadne Approach to Web-Based Information Integration.
Int. J. Cooperative Inf. Syst., 2001

Hierarchical Wrapper Induction for Semistructured Information Sources.
Auton. Agents Multi Agent Syst., 2001

Mixed-initiative, multi-source information assistants.
Proceedings of the Tenth International World Wide Web Conference, 2001

The WorlInfo Assistant: Spatio-Temporal Information Integration on the Web.
Proceedings of the VLDB 2001, 2001

AN intelligent user interface for mixed-initiative multi-source travel planning.
Proceedings of the 6th International Conference on Intelligent User Interfaces, 2001

Electric Elves: Applying Agent Technology to Support Human Organizations.
Proceedings of the Thirteenth Innovative Applications of Artificial Intelligence Conference, 2001

Efficiently Querying Moving Objects with Pre-defined Paths in a Distrituted Environment.
Proceedings of the ACM-GIS 2001, 2001

2000
Semantic Query Optimization for Query Plans of Heterogeneous Multidatabase Systems.
IEEE Trans. Knowl. Data Eng., 2000

Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach.
IEEE Data Eng. Bull., 2000

Workshop on Intelligent Information Integration (III-99).
AI Mag., 2000

Flexible and scalable cost-based query planning in mediators: A transformational approach.
Artif. Intell., 2000

TheaterLoc: Using Information Integration Technology to Rapidly Build Virtual Applications.
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Learning Plan Rewriting Rules.
Proceedings of the Fifth International Conference on Artificial Intelligence Planning Systems, 2000

Dataflow plan execution for software agents.
Proceedings of the Fourth International Conference on Autonomous Agents, 2000

Selective Sampling with Co-Testing: Preliminary Results.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

Selective Sampling with Redundant Views.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

Speculative Execution for Information Agents.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

The TheaterLoc Virtual Application.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999
An Efficient Plan Execution System for Information Management Agents.
Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), 1999

Selectively Materializing Data in Mediators by Analyzing Source Structure, Query Distribution and Maintenance Cost.
Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), 1999

TheaterLoc: A Case Study in Building An Information Integration System.
Proceedings of the IJCAI-99 Workshop on Intelligent Information Integration, 1999

A Hierarchical Approach to Wrapper Induction.
Proceedings of the Third Annual Conference on Autonomous Agents, 1999

Learning to Handle Inconsistency for Multi-Source Integration.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

Active Learning for Hierarchical Wrapper Induction.
Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998
Discovering Robust Knowledge from Databases that Change.
Data Min. Knowl. Discov., 1998

ARIADNE: A System for Constructing Mediators for Internet Sources.
Proceedings of the SIGMOD 1998, 1998

Intelligent Caching for Information Mediators: A KR Based Approach.
Proceedings of the 5th International Workshop on Knowledge Represenation Meets Databases (KRDB '98): Innovative Application Programming and Query Interfaces, 1998

Flexible and Scalable Query Planning in Distributed and Heterogeneous Environments.
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998

Handling Inconsistency for Multi-Source Integration.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

Modeling Web Sources for Information Integration.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997
Wrapper Generation for Semi-structured Internet Sources.
SIGMOD Rec., 1997

Trends & Controversies: Searching the World Wide Web
IEEE Expert, 1997

New Directions: Agents for Information Gathering.
IEEE Expert, 1997

Combining the Expressivity of UCPOP with the Efficiency of Graphplan.
Proceedings of the Recent Advances in AI Planning, 4th European Conference on Planning, 1997

Information Gathering Plans With Sensing Actions.
Proceedings of the Recent Advances in AI Planning, 4th European Conference on Planning, 1997

Semi-Automatic Wrapper Generation for Internet Information Sources.
Proceedings of the Second IFCIS International Conference on Cooperative Information Systems, 1997

Planning by Rewriting: Efficiently Generating High-Quality Plans.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996
Query Reformulation for Dynamic Information Integration.
J. Intell. Inf. Syst., 1996

Building a Planner for Information Gathering: A Report from the Trenches.
Proceedings of the Third International Conference on Artificial Intelligence Planning Systems, 1996

Learning Models for Multi-Source Integration.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

Discovering Robust Knowledge from Dynamic Closed World Data.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

Efficient Planning by Graph Rewriting.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

Using Inductive Learning To Generate Rules for Semantic Query Optimization.
Proceedings of the Advances in Knowledge Discovery and Data Mining., 1996

1995
Relating the Performance of Partial-Order Planning Algorithms to Domain Features.
SIGART Bull., 1995

Planning as Refinement Search: A Unified Framework for Evaluating Design Tradeoffs in Partial-Order Planning.
Artif. Intell., 1995

Estimating the Robustness of Discovered Knowledge.
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

Planning, Executing, Sensing, and Replanning for Information Gathering.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

1994
Automatically Generating Abstractions for Planning.
Artif. Intell., 1994

Rule Induction for Semantic Query Optimization.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994

Cooperating Agents for Information Retrieval.
Proceedings of the Second International Conference on Cooperative Information Systems, 1994

Intelligent Caching: Selecting, Representing, and Reusing Data in an Information Server.
Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), Gaithersburg, Maryland, USA, November 29, 1994

Generating Parallel Execution Plans with a Partial-order Planner.
Proceedings of the Second International Conference on Artificial Intelligence Planning Systems, 1994

1993
Retrieving and Integrating Data from Multiple Information Sources.
Int. J. Cooperative Inf. Syst., 1993

SIMS: Retrieving and Integrating Information From Multiple Sources.
Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, 1993

Reformulating Query Plans for Multidatabase Systems.
Proceedings of the CIKM 93, 1993

Generating abstraction hierarchies - an automated approach to reducing search in planning.
The Kluwer international series in engineering and computer science 214, Kluwer, ISBN: 978-0-7923-9310-8, 1993

1991
PRODIGY: An Integrated Architecture for Planning and Learning.
SIGART Bull., 1991

Characterizing Abstraction Hierarchies for Planning.
Proceedings of the 9th National Conference on Artificial Intelligence, 1991

Integrating Abstraction and Explanation-Based Learning in PRODIGY.
Proceedings of the 9th National Conference on Artificial Intelligence, 1991

Search Reduction in Hierarchical Problem Solving.
Proceedings of the 9th National Conference on Artificial Intelligence, 1991

1990
Learning Abstraction Hierarchies for Problem Solving.
Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990

1989
Explanation-Based Learning: A Problem Solving Perspective.
Artif. Intell., 1989

Learning Hierarchies of Abstraction Spaces.
Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989


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