Steven Minton

According to our database, Steven Minton authored at least 79 papers between 1984 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Interpretable Cross-Examination Technique (ICE-T): Using highly informative features to boost LLM performance.

Goran Muric, Ben Delay, Steven Minton

CoRR, 2024

2018

The Impact of Environmental Stressors on Human Trafficking.

Sabina Tomkins, Golnoosh Farnadi, Brian Amanatullah, Lise Getoor, Steven Minton

Proceedings of the IEEE International Conference on Data Mining, 2018

2015

Using a Knowledge Graph to Combat Human Trafficking.

Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Chengye Yin, Andrew Philpot, Amandeep Singh, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira

Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Building and Using a Knowledge Graph to Combat Human Trafficking.

Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Andrew Philpot, Amandeep Singh, Chengye Yin, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira

Proceedings of the Semantic Web - ISWC 2015, 2015

2014

A Language-Modeling Approach to Health Data Interoperability.

Matthew Michelson, Steven Minton, Kane See

Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2011

Materializing multi-relational databases from the web using taxonomic queries.

Matthew Michelson, Sofus A. Macskassy, Steven Minton, Lise Getoor

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.

Steven Minton, Matthew Michelson, Kane See, Sofus A. Macskassy, Bora Gazen, Lise Getoor

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.

Steven Minton, Sofus A. Macskassy, Peter M. LaMonica, Kane See, Craig A. Knoblock, Greg Barish, Matthew Michelson, Raymond A. Liuzzi

Proceedings of the Twenty-Third Conference on Innovative Applications of Artificial Intelligence, 2011

2010

Mixed-Initiative, Entity-Centric Data Aggregation using Assistopedia.

Matthew Michelson, Sofus A. Macskassy, Steven Minton

Proceedings of the Collaboratively-Built Knowledge Sources and Artificial Intelligence, 2010

2009

Interactive Data Integration through Smart Copy & Paste.

Zachary G. Ives, Craig A. Knoblock, Steven Minton, Marie Jacob, Partha Pratim Talukdar, Rattapoom Tuchinda, José Luis Ambite, Maria Muslea, Cenk Gazen

Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008

Information Integration for the Masses.

Jim Blythe, Dipsy Kapoor, Craig A. Knoblock, Kristina Lerman, Steven Minton

J. Univers. Comput. Sci., 2008

Exploiting Data Semantics to Discover, Extract, and Model Web Sources.

José Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas A. Russ, Cenk Gazen, Steven Minton, Mark James Carman

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.

Craig A. Knoblock, José Luis Ambite, Kavita Ganesan, Maria Muslea, Steven Minton, Greg Barish, Evan Gamble, Claude Nanjo, Kane See, Cyrus Shahabi, Ching-Chien Chen

Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

2006

Active Learning with Multiple Views.

Ion Muslea, Steven Minton, Craig A. Knoblock

J. Artif. Intell. Res., 2006

Overview of AutoFeed: An Unsupervised Learning System for Generating Webfeeds.

Bora Gazen, Steven Minton

Proceedings of the Proceedings, 2006

2005

Guest Editors' Introduction: Planning with Templates.

Doug Dyer, Steve Cross, Craig A. Knoblock, Steven Minton, Austin Tate

IEEE Intell. Syst., 2005

Conditional Constraint Networks for Interleaved Planning and Information Gathering.

José Luis Ambite, Craig A. Knoblock, Maria Muslea, Steven Minton

IEEE Intell. Syst., 2005

AutoFeed: an unsupervised learning system for generating webfeeds.

Bora Gazen, Steven Minton

Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005), 2005

A Heterogeneous Field Matching Method for Record Linkage.

Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski, Matthew Michelson

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

Retrieving and Semantically Integrating Heterogeneous Data from the Web.

Martin Michalowski, José Luis Ambite, Craig A. Knoblock, Steven Minton, Snehal Thakkar, Rattapoom Tuchinda

IEEE Intell. Syst., 2004

Using the Structure of Web Sites for Automatic Segmentation of Tables.

Kristina Lerman, Lise Getoor, Steven Minton, Craig A. Knoblock

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

2003

Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach.

Craig A. Knoblock, Kristina Lerman, Steven Minton, Ion Muslea

Proceedings of the Intelligent Exploration of the Web, 2003

Wrapper Maintenance: A Machine Learning Approach.

Kristina Lerman, Steven Minton, Craig A. Knoblock

J. Artif. Intell. Res., 2003

Inducing Web Agents: Sample Page Management.

Sorinel I. Ticrea, Steven Minton

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.

Ion Muslea, Steven Minton, Craig A. Knoblock

Proceedings of the IJCAI-03, 2003

Trainability: Developing a responsive learning system.

Steven Minton, Sorinel I. Ticrea, Jennifer Beach

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.

Sheila Tejada, Craig A. Knoblock, Steven Minton

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.

Ion Muslea, Steven Minton, Craig A. Knoblock

Proceedings of the Machine Learning, 2002

Active + Semi-supervised Learning = Robust Multi-View Learning.

Ion Muslea, Steven Minton, Craig A. Knoblock

Proceedings of the Machine Learning, 2002

Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel.

José Luis Ambite, Greg Barish, Craig A. Knoblock, Maria Muslea, Jean Oh, Steven Minton

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.

Sheila Tejada, Craig A. Knoblock, Steven Minton

Inf. Syst., 2001

The Ariadne Approach to Web-Based Information Integration.

Craig A. Knoblock, Steven Minton, José Luis Ambite, Naveen Ashish, Ion Muslea, Andrew Philpot, Sheila Tejada

Int. J. Cooperative Inf. Syst., 2001

Hierarchical Wrapper Induction for Semistructured Information Sources.

Ion Muslea, Steven Minton, Craig A. Knoblock

Auton. Agents Multi Agent Syst., 2001

Mixed-initiative, multi-source information assistants.

Craig A. Knoblock, Steven Minton, José Luis Ambite, Maria Muslea, Jean Oh, Martin Frank

Proceedings of the Tenth International World Wide Web Conference, 2001

AN intelligent user interface for mixed-initiative multi-source travel planning.

Martin Frank, Maria Muslea, Jean Oh, Steven Minton, Craig A. Knoblock

Proceedings of the 6th International Conference on Intelligent User Interfaces, 2001

2000

Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach.

Craig A. Knoblock, Kristina Lerman, Steven Minton, Ion Muslea

IEEE Data Eng. Bull., 2000

TheaterLoc: Using Information Integration Technology to Rapidly Build Virtual Applications.

Greg Barish, Yi-Shin Chen, Dan DiPasquo, Craig A. Knoblock, Steven Minton, Ion Muslea, Cyrus Shahabi

Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

Learning Plan Rewriting Rules.

José Luis Ambite, Craig A. Knoblock, Steven Minton

Proceedings of the Fifth International Conference on Artificial Intelligence Planning Systems, 2000

Dataflow plan execution for software agents.

Greg Barish, Dan DiPasquo, Craig A. Knoblock, Steven Minton

Proceedings of the Fourth International Conference on Autonomous Agents, 2000

Selective Sampling with Co-Testing: Preliminary Results.

Ion Muslea, Steven Minton, Craig A. Knoblock

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.

Ion Muslea, Steven Minton, Craig A. Knoblock

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.

Kristina Lerman, Steven Minton

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.

Greg Barish, Craig A. Knoblock, Steven Minton

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.

Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi

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.

Steven Minton, Michael P. Wellman

AI Mag., 1999

An Efficient Plan Execution System for Information Management Agents.

Greg Barish, Dan DiPasquo, Craig A. Knoblock, Steven Minton

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.

Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi

Proceedings of the IJCAI-99 Workshop on Intelligent Information Integration, 1999

A Hierarchical Approach to Wrapper Induction.

Ion Muslea, Steven Minton, Craig A. Knoblock

Proceedings of the Third Annual Conference on Autonomous Agents, 1999

Learning to Handle Inconsistency for Multi-Source Integration.

Sheila Tejada, Craig A. Knoblock, Steven Minton

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.

Ion Muslea, Steven Minton, Craig A. Knoblock

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.

José Luis Ambite, Naveen Ashish, Greg Barish, Craig A. Knoblock, Steven Minton, Pragnesh Jay Modi, Ion Muslea, Andrew Philpot, Sheila Tejada

Proceedings of the SIGMOD 1998, 1998

Handling Inconsistency for Multi-Source Integration.

Sheila Tejada, Craig A. Knoblock, Steven Minton

Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

Modeling Web Sources for Information Integration.

Craig A. Knoblock, Steven Minton, José Luis Ambite, Naveen Ashish, Pragnesh Jay Modi, Ion Muslea, Andrew Philpot, Sheila Tejada

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.

Steven Minton

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.

Steven Minton

Constraints An Int. J., 1996

Selecting the Right Heuristic Algorithm: Runtime Performance Predictors.

John A. Allen, Steven Minton

Proceedings of the Advances in Artificial Intelligence, 1996

Learning Models for Multi-Source Integration.

Sheila Tejada, Craig A. Knoblock, Steven Minton

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.

Steven Minton

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.

Steven Minton, John L. Bresina, Mark Drummond

J. Artif. Intell. Res., 1994

Using Machine Learning to Synthesize Search Programs.

Steven Minton, Shawn R. Wolfe

Proceedings of the Proceedings KBSE'94, 1994

Small is Beautiful: A Brute-Force Approach to Learning First-Order Formulas.

Steven Minton, Ian Underwood

Proceedings of the 12th National Conference on Artificial Intelligence, Seattle, WA, USA, July 31, 1994

1993

An Analytic Learning System for Specializing Heuristics.

Steven Minton

Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Integrating Heuristics for Constraint Satisfaction Problems: A Case Study.

Steven Minton

Proceedings of the 11th National Conference on Artificial Intelligence. Washington, 1993

1992

Minimizing Conflicts: A Heuristic Repair Method for Constraint Satisfaction and Scheduling Problems.

Steven Minton, Mark D. Johnston, Andrew B. Philips, Philip Laird

Artif. Intell., 1992

Total Order vs. Partial Order Planning: Factors Influencing Performance.

Steven Minton, Mark Drummond, John L. Bresina, Andrew B. Philips

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.

Oren Etzioni, Steven Minton

Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992

1991

On Modularity in Integrated Architectures.

Steven Minton

SIGART Bull., 1991

PRODIGY: An Integrated Architecture for Planning and Learning.

Jaime G. Carbonell, Oren Etzioni, Yolanda Gil, Robert Joseph, Craig A. Knoblock, Steven Minton, Manuela M. Veloso

SIGART Bull., 1991

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

Steven Minton

Mach. Learn., 1991

Commitment Strategies in Planning: A Comparative Analysis.

Steven Minton, John L. Bresina, Mark Drummond

Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

Integrating Abstraction and Explanation-Based Learning in PRODIGY.

Craig A. Knoblock, Steven Minton, Oren Etzioni

Proceedings of the 9th National Conference on Artificial Intelligence, 1991

1990

Quantitative Results Concerning the Utility of Explanation-based Learning.

Steven Minton

Artif. Intell., 1990

Issues in the Design of Operator Composition Systems.

Steven Minton

Proceedings of the Machine Learning, 1990

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

Steven Minton, Mark D. Johnston, Andrew B. Philips, Philip Laird

Proceedings of the 8th National Conference on Artificial Intelligence. Boston, Massachusetts, USA, July 29, 1990

1989

Explanation-Based Learning: A Problem Solving Perspective.

Steven Minton, Jaime G. Carbonell, Craig A. Knoblock, Daniel Kuokka, Oren Etzioni, Yolanda Gil

Artif. Intell., 1989

1987

Strategies for Learning Search Control Rules: An Explanation-based Approach.

Steven Minton, Jaime G. Carbonell

Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

1985

Controlling Search in Flexible Parsing.

Steven Minton, Philip J. Hayes, Jill Fain

Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

Selectively Generalizing Plans for Problem-Solving.

Steven Minton

Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

1984

Constraint-Based Generalization: Learning Game-Playing Plans From Single Examples.

Steven Minton

Proceedings of the National Conference on Artificial Intelligence. Austin, 1984