Constraint-Based Generalization: Learning Game-Playing Plans From Single Examples. - Steven Minton (AAAI, 1984)

Selectively Generalizing Plans for Problem-Solving. - Steven Minton (IJCAI, 1985)

Controlling Search in Flexible Parsing. - Steven Minton; Philip J. Hayes; Jill Fain (IJCAI, 1985)

Strategies for Learning Search Control Rules: An Explanation-based Approach. - Steven Minton; Jaime G. Carbonell (IJCAI, 1987)

Explanation-Based Learning: A Problem Solving Perspective. - Steven Minton; Jaime G. Carbonell; Craig A. Knoblock; Daniel Kuokka; Oren Etzioni; Yolanda Gil (Artif. Intell., 1989)

Solving Large-Scale Constraint-Satisfaction and Scheduling Problems Using a Heuristic Repair Method. - Steven Minton; Mark D. Johnston; Andrew B. Philips; Philip Laird (AAAI, 1990)

Issues in the Design of Operator Composition Systems. - Steven Minton (ML, 1990)

Quantitative Results Concerning the Utility of Explanation-based Learning. - Steven Minton (Artif. Intell., 1990)

Integrating Abstraction and Explanation-Based Learning in PRODIGY. - Craig A. Knoblock; Steven Minton; Oren Etzioni (AAAI, 1991)

Commitment Strategies in Planning: A Comparative Analysis. - Steven Minton; John L. Bresina; Mark Drummond (IJCAI, 1991)

A Reply to Zito-Wolf's Book Review of Learning Search Control Knowledge: An Explanation-Based Approach. - Steven Minton (Mach. Learn., 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)

On Modularity in Integrated Architectures. - Steven Minton (SIGART Bull., 1991)

Why EBL Produces Overly-Specific Knowledge: A Critique of the PRODIGY Approaches. - Oren Etzioni; Steven Minton (ML, 1992)

Total Order vs. Partial Order Planning: Factors Influencing Performance. - Steven Minton; Mark Drummond; John L. Bresina; Andrew B. Philips (KR, 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)

Integrating Heuristics for Constraint Satisfaction Problems: A Case Study. - Steven Minton (AAAI, 1993)

An Analytic Learning System for Specializing Heuristics. - Steven Minton (IJCAI, 1993)

Small is Beautiful: A Brute-Force Approach to Learning First-Order Formulas. - Steven Minton; Ian Underwood (AAAI, 1994)

Using Machine Learning to Synthesize Search Programs. - Steven Minton; Shawn R. Wolfe (KBSE, 1994)

Total-Order and Partial-Order Planning: A Comparative Analysis. - Steven Minton; John L. Bresina; Mark Drummond (J. Artif. Intell. Res., 1994)

Is There Any Need for Domain-Dependent Control Information?: A Reply. - Steven Minton (AAAI/IAAI, Vol. 1, 1996)

Learning Models for Multi-Source Integration. - Sheila Tejada; Craig A. Knoblock; Steven Minton (AAAI/IAAI, Vol. 2, 1996)

Selecting the Right Heuristic Algorithm: Runtime Performance Predictors. - John A. Allen; Steven Minton (AI, 1996)

Automatically Configuring Constraint Satisfaction Programs: A Case Study. - Steven Minton (Constraints An Int. J., 1996)

Configurable Solvers: Tailoring General Methods to Specific Applications. - Steven Minton (CP, 1997)

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/IAAI, 1998)

Handling Inconsistency for Multi-Source Integration. - Sheila Tejada; Craig A. Knoblock; Steven Minton (AAAI/IAAI, 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 (SIGMOD Conference, 1998)

Active Learning for Hierarchical Wrapper Induction. - Ion Muslea; Steven Minton; Craig A. Knoblock (AAAI/IAAI, 1999)

Learning to Handle Inconsistency for Multi-Source Integration. - Sheila Tejada; Craig A. Knoblock; Steven Minton (AAAI/IAAI, 1999)

A Hierarchical Approach to Wrapper Induction. - Ion Muslea; Steven Minton; Craig A. Knoblock (Agents, 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 (Intelligent Information Integration, 1999)

An Efficient Plan Execution System for Information Management Agents. - Greg Barish; Dan DiPasquo; Craig A. Knoblock; Steven Minton (Workshop on Web Information and Data Management, 1999)

JAIR at Five. - Steven Minton; Michael P. Wellman (AI Mag., 1999)

The TheaterLoc Virtual Application. - Greg Barish; Craig A. Knoblock; Yi-Shin Chen; Steven Minton; Andrew Philpot; Cyrus Shahabi (AAAI/IAAI, 2000)

Speculative Execution for Information Agents. - Greg Barish; Craig A. Knoblock; Steven Minton (AAAI/IAAI, 2000)

Learning the Common Structure of Data. - Kristina Lerman; Steven Minton (AAAI/IAAI, 2000)

Selective Sampling with Redundant Views. - Ion Muslea; Steven Minton; Craig A. Knoblock (AAAI/IAAI, 2000)

Selective Sampling with Co-Testing: Preliminary Results. - Ion Muslea; Steven Minton; Craig A. Knoblock (AAAI/IAAI, 2000)

Dataflow plan execution for software agents. - Greg Barish; Dan DiPasquo; Craig A. Knoblock; Steven Minton (Agents, 2000)

Learning Plan Rewriting Rules. - José Luis Ambite; Craig A. Knoblock; Steven Minton (AIPS, 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 (ICDE, 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)

AN intelligent user interface for mixed-initiative multi-source travel planning. - Martin Frank; Maria Muslea; Jean Oh; Steven Minton; Craig A. Knoblock (IUI, 2001)

Mixed-initiative, multi-source information assistants. - Craig A. Knoblock; Steven Minton; José Luis Ambite; Maria Muslea; Jean Oh; Martin Frank (WWW, 2001)

Hierarchical Wrapper Induction for Semistructured Information Sources. - Ion Muslea; Steven Minton; Craig A. Knoblock (Auton. Agents Multi Agent 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)

Learning object identification rules for information integration. - Sheila Tejada; Craig A. Knoblock; Steven Minton (Inf. Syst., 2001)

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/IAAI, 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 (ICML, 2002)

Learning domain-independent string transformation weights for high accuracy object identification. - Sheila Tejada; Craig A. Knoblock; Steven Minton (KDD, 2002)

Trainability: Developing a responsive learning system. - Steven Minton; Sorinel I. Ticrea; Jennifer Beach (IIWeb, 2003)

Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction. - Ion Muslea; Steven Minton; Craig A. Knoblock (IJCAI, 2003)

Inducing Web Agents: Sample Page Management. - Sorinel I. Ticrea; Steven Minton (IKE, 2003)

Wrapper Maintenance: A Machine Learning Approach. - Kristina Lerman; Steven Minton; Craig A. Knoblock (J. Artif. Intell. Res., 2003)

Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach. - Craig A. Knoblock; Kristina Lerman; Steven Minton; Ion Muslea (Intelligent Exploration of the Web, 2003)

Using the Structure of Web Sites for Automatic Segmentation of Tables. - Kristina Lerman; Lise Getoor; Steven Minton; Craig A. Knoblock (SIGMOD Conference, 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)

A Heterogeneous Field Matching Method for Record Linkage. - Steven Minton; Claude Nanjo; Craig A. Knoblock; Martin Michalowski; Matthew Michelson (ICDM, 2005)

AutoFeed: an unsupervised learning system for generating webfeeds. - Bora Gazen; Steven Minton (K-CAP, 2005)

Conditional Constraint Networks for Interleaved Planning and Information Gathering. - José Luis Ambite; Craig A. Knoblock; Maria Muslea; Steven Minton (IEEE Intell. Syst., 2005)

Guest Editors' Introduction: Planning with Templates. - Doug Dyer; Steve Cross; Craig A. Knoblock; Steven Minton; Austin Tate (IEEE Intell. Syst., 2005)

Overview of AutoFeed: An Unsupervised Learning System for Generating Webfeeds. - Bora Gazen; Steven Minton (AAAI, 2006)

Active Learning with Multiple Views. - Ion Muslea; Steven Minton; Craig A. Knoblock (J. Artif. Intell. Res., 2006)

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 (IC-AI, 2007)

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 (ICDM Workshops, 2008)

Information Integration for the Masses. - Jim Blythe; Dipsy Kapoor; Craig A. Knoblock; Kristina Lerman; Steven Minton (J. Univers. Comput. Sci., 2008)

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 (CIDR, 2009)

Mixed-Initiative, Entity-Centric Data Aggregation using Assistopedia. - Matthew Michelson; Sofus A. Macskassy; Steven Minton (Collaboratively-Built Knowledge Sources and AI, 2010)

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 (IAAI, 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 (ICMLA (1), 2011)

Materializing multi-relational databases from the web using taxonomic queries. - Matthew Michelson; Sofus A. Macskassy; Steven Minton; Lise Getoor (WSDM, 2011)

A Language-Modeling Approach to Health Data Interoperability. - Matthew Michelson; Steven Minton; Kane See (AAAI Fall Symposia, 2014)

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; et al. (ISWC (2), 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; et al. (ISWC (Posters & Demos), 2015)

The Impact of Environmental Stressors on Human Trafficking. - Sabina Tomkins; Golnoosh Farnadi; Brian Amanatullah; Lise Getoor; Steven Minton (ICDM, 2018)