ML Anthology
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Minton, Steven
33 publications
JAIR
2006
Active Learning with Multiple Views
Ion Muslea
,
Steven Minton
,
Craig A. Knoblock
AAAI
2006
Overview of AutoFeed: An Unsupervised Learning System for Generating Webfeeds
Bora Gazen
,
Steven Minton
IJCAI
2003
Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction
Ion Muslea
,
Steven Minton
,
Craig A. Knoblock
JAIR
2003
Wrapper Maintenance: A Machine Learning Approach
Kristina Lerman
,
Steven Minton
,
Craig A. Knoblock
ICML
2002
Active + Semi-Supervised Learning = Robust Multi-View Learning
Ion Muslea
,
Steven Minton
,
Craig A. Knoblock
ICML
2002
Adaptive View Validation: A First Step Towards Automatic View Detection
Ion Muslea
,
Steven Minton
,
Craig A. Knoblock
AAAI
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
AAAI
2000
Learning the Common Structure of Data
Kristina Lerman
,
Steven Minton
AAAI
2000
Selective Sampling with Co-Testing: Preliminary Results
Ion Muslea
,
Steven Minton
,
Craig A. Knoblock
AAAI
2000
Selective Sampling with Redundant Views
Ion Muslea
,
Steven Minton
,
Craig A. Knoblock
AAAI
2000
Speculative Execution for Information Agents
Greg Barish
,
Craig A. Knoblock
,
Steven Minton
AAAI
2000
The TheaterLoc Virtual Application
Greg Barish
,
Craig A. Knoblock
,
Yi-Shin Chen
,
Steven Minton
,
Andrew Philpot
,
Cyrus Shahabi
AAAI
1999
Active Learning for Hierarchical Wrapper Induction
Ion Muslea
,
Steven Minton
,
Craig A. Knoblock
AAAI
1999
Learning to Handle Inconsistency for Multi-Source Integration
Sheila Tejada
,
Craig A. Knoblock
,
Steven Minton
AAAI
1998
Handling Inconsistency for Multi-Source Integration
Sheila Tejada
,
Craig A. Knoblock
,
Steven Minton
AAAI
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
AAAI
1996
Is There Any Need for Domain-Dependent Control Information?: A Reply
Steven Minton
AAAI
1996
Learning Models for Multi-Source Integration
Sheila Tejada
,
Craig A. Knoblock
,
Steven Minton
AAAI
1994
Small Is Beautiful: A Brute-Force Approach to Learning First-Order Formulas
Steven Minton
,
Ian Underwood
JAIR
1994
Total-Order and Partial-Order Planning: A Comparative Analysis
Steven Minton
,
John L. Bresina
,
Mark Drummond
IJCAI
1993
An Analytic Learning System for Specializing Heuristics
Steven Minton
AAAI
1993
Integrating Heuristics for Constraint Satisfaction Problems: A Case Study
Steven Minton
ICML
1992
Why EBL Produces Overly-Specific Knowledge: A Critique of the PRODIGY Approaches
Oren Etzioni
,
Steven Minton
MLJ
1991
A Reply to Zito-Wolf's Book Review of Learning Search Control Knowledge: An Explanation-Based Approach
Steven Minton
IJCAI
1991
Commitment Strategies in Planning: A Comparative Analysis
Steven Minton
,
John L. Bresina
,
Mark Drummond
AAAI
1991
Integrating Abstraction and Explanation-Based Learning in PRODIGY
Craig A. Knoblock
,
Steven Minton
,
Oren Etzioni
ICML
1990
Issues in the Design of Operator Composition Systems
Steven Minton
AAAI
1990
Solving Large-Scale Constraint-Satisfaction and Scheduling Problems Using a Heuristic Repair Method
Steven Minton
,
Mark D. Johnston
,
Andrew B. Philips
,
Philip Laird
AAAI
1988
Quantitative Results Concerning the Utility of Explanation-Based Learning
Steven Minton
IJCAI
1987
Strategies for Learning Search Control Rules: An Explanation-Based Approach
Steven Minton
,
Jaime G. Carbonell
IJCAI
1985
Controlling Search in Flexible Parsing
Steven Minton
,
Philip J. Hayes
,
Jill Fain
IJCAI
1985
Selectively Generalizing Plans for Problem-Solving
Steven Minton
AAAI
1984
Constraint-Based Generalization: Learning Game-Playing Plans from Single Examples
Steven Minton