Steven Minton

According to our database1, Steven Minton authored at least 81 papers between 1984 and 2015.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

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


2014
A Language-Modeling Approach to Health Data Interoperability.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2011
Active Learning with Multiple Views
CoRR, 2011

Wrapper Maintenance: A Machine Learning Approach
CoRR, 2011

Materializing multi-relational databases from the web using taxonomic queries.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Improving Classifier Performance by Autonomously Collecting Background Knowledge from the Web.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 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

2010
Mixed-Initiative, Entity-Centric Data Aggregation using Assistopedia.
Proceedings of the Collaboratively-Built Knowledge Sources and Artificial Intelligence, 2010

2009
Interactive Data Integration through Smart Copy & Paste
CoRR, 2009

Interactive Data Integration through Smart Copy & Paste.
Proceedings of the CIDR 2009, 2009

2008
Information Integration for the Masses.
J. UCS, 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

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

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

Overview of AutoFeed: An Unsupervised Learning System for Generating Webfeeds.
Proceedings of the Proceedings, 2006

2005
Guest Editors' Introduction: Planning with Templates.
IEEE Intelligent Systems, 2005

Conditional Constraint Networks for Interleaved Planning and Information Gathering.
IEEE Intelligent Systems, 2005

AutoFeed: an unsupervised learning system for generating webfeeds.
Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005), 2005

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

2004
Retrieving and Semantically Integrating Heterogeneous Data from the Web.
IEEE Intelligent Systems, 2004

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

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

Inducing Web Agents: Sample Page Management.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003

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

Trainability: Developing a responsive learning system.
Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003

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

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
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.
Autonomous Agents and Multi-Agent Systems, 2001

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

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

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

Learning the Common Structure of Data.
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
JAIR at Five.
AI Magazine, 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

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
ARIADNE: A System for Constructing Mediators for Internet Sources.
Proceedings of the SIGMOD 1998, 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
Configurable Solvers: Tailoring General Methods to Specific Applications.
Proceedings of the Principles and Practice of Constraint Programming - CP97, Third International Conference, Linz, Austria, October 29, 1997

1996
Automatically Configuring Constraint Satisfaction Programs: A Case Study.
Constraints, 1996

Selecting the Right Heuristic Algorithm: Runtime Performance Predictors.
Proceedings of the Advances in Artificial Intelligence, 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

Is There Any Need for Domain-Dependent Control Information?: A Reply.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1994
Total-Order and Partial-Order Planning: A Comparative Analysis.
J. Artif. Intell. Res., 1994

Total-Order and Partial-Order Planning: A Comparative Analysis.
CoRR, 1994

Using Machine Learning to Synthesize Search Programs.
Proceedings of the Proceedings KBSE'94, 1994

Small is Beautiful: A Brute-Force Approach to Learning First-Order Formulas.
Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993
An Analytic Learning System for Specializing Heuristics.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Integrating Heuristics for Constraint Satisfaction Problems: A Case Study.
Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993

1992
Minimizing Conflicts: A Heuristic Repair Method for Constraint Satisfaction and Scheduling Problems.
Artif. Intell., 1992

Total Order vs. Partial Order Planning: Factors Influencing Performance.
Proceedings of the 3rd International Conference on Principles of Knowledge Representation and Reasoning (KR'92). Cambridge, 1992

Why EBL Produces Overly-Specific Knowledge: A Critique of the PRODIGY Approaches.
Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992

1991
On Modularity in Integrated Architectures.
SIGART Bulletin, 1991

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

A Reply to Zito-Wolf's Book Review of Learning Search Control Knowledge: An Explanation-Based Approach.
Machine Learning, 1991

Commitment Strategies in Planning: A Comparative Analysis.
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

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

1990
Quantitative Results Concerning the Utility of Explanation-based Learning.
Artif. Intell., 1990

Issues in the Design of Operator Composition Systems.
Proceedings of the Machine Learning, 1990

Solving Large-Scale Constraint-Satisfaction and Scheduling Problems Using a Heuristic Repair Method.
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

1988
Quantitative Results Concerning the Utility of Explanation-Based Learning.
Proceedings of the 7th National Conference on Artificial Intelligence, 1988

1987
Strategies for Learning Search Control Rules: An Explanation-based Approach.
Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

1985
Controlling Search in Flexible Parsing.
Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

Selectively Generalizing Plans for Problem-Solving.
Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

1984
Constraint-Based Generalization: Learning Game-Playing Plans From Single Examples.
Proceedings of the National Conference on Artificial Intelligence. Austin, 1984


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