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ORCIDSteven Minton
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- affiliation: University of Southern California, Information Sciences Institute, Los Angeles, USA
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2020 – today
- 2024
[i5]Goran Muric, Ben Delay, Steven Minton:
Interpretable Cross-Examination Technique (ICE-T): Using highly informative features to boost LLM performance. CoRR abs/2405.06703 (2024)
2010 – 2019
- 2018
- [c59]Sabina Tomkins, Golnoosh Farnadi
, Brian Amanatullah, Lise Getoor, Steven Minton:
The Impact of Environmental Stressors on Human Trafficking. ICDM 2018: 507-516 - 2015
- [c58]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:
Building and Using a Knowledge Graph to Combat Human Trafficking. ISWC (2) 2015: 205-221 - [c57]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:
Using a Knowledge Graph to Combat Human Trafficking. ISWC (Posters & Demos) 2015 - 2014
- [c56]Matthew Michelson, Steven Minton, Kane See:
A Language-Modeling Approach to Health Data Interoperability. AAAI Fall Symposia 2014 - 2011
- [c55]Steven Minton, Sofus A. Macskassy, Peter M. LaMonica, Kane See, Craig A. Knoblock, Greg Barish, Matthew Michelson, Raymond A. Liuzzi:
Monitoring Entities in an Uncertain World: Entity Resolution and Referential Integrity. IAAI 2011: 1681-1688 - [c54]Steven Minton, Matthew Michelson, Kane See, Sofus A. Macskassy, Bora Gazen, Lise Getoor:
Improving Classifier Performance by Autonomously Collecting Background Knowledge from the Web. ICMLA (1) 2011: 1-6 - [c53]Matthew Michelson, Sofus A. Macskassy, Steven Minton, Lise Getoor:
Materializing multi-relational databases from the web using taxonomic queries. WSDM 2011: 355-364 - [i4]Craig A. Knoblock, Kristina Lerman, Steven Minton:
Wrapper Maintenance: A Machine Learning Approach. CoRR abs/1106.4872 (2011) - [i3]Craig A. Knoblock, Steven Minton, Ion Muslea:
Active Learning with Multiple Views. CoRR abs/1110.1073 (2011) - 2010
- [c52]Matthew Michelson, Sofus A. Macskassy, Steven Minton:
Mixed-Initiative, Entity-Centric Data Aggregation using Assistopedia. Collaboratively-Built Knowledge Sources and AI 2010
2000 – 2009
- 2009
- [c51]Zachary G. Ives, Craig A. Knoblock, Steven Minton, Marie Jacob, Partha Pratim Talukdar, Rattapoom Tuchinda, José Luis Ambite, Maria Muslea, Cenk Gazen:
Interactive Data Integration through Smart Copy & Paste. CIDR 2009 - [i2]Zachary G. Ives, Craig A. Knoblock, Steven Minton, Marie Jacob, Partha Pratim Talukdar, Rattapoom Tuchinda, José Luis Ambite, Maria Muslea, Cenk Gazen:
Interactive Data Integration through Smart Copy & Paste. CoRR abs/0909.1769 (2009) - 2008
- [j19]Jim Blythe, Dipsy Kapoor, Craig A. Knoblock, Kristina Lerman, Steven Minton:
Information Integration for the Masses. J. Univers. Comput. Sci. 14(11): 1811-1837 (2008) - [c50]José Luis Ambite, Craig A. Knoblock, Kristina Lerman, Anon Plangprasopchok, Thomas A. Russ, Cenk Gazen, Steven Minton, Mark James Carman:
Exploiting Data Semantics to Discover, Extract, and Model Web Sources. ICDM Workshops 2008: 771-779 - 2007
- [c49]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:
EntityBases: Compiling, Organizing and Querying Massive Entity Repositories. IC-AI 2007: 15-21 - 2006
- [j18]Ion Muslea, Steven Minton, Craig A. Knoblock:
Active Learning with Multiple Views. J. Artif. Intell. Res. 27: 203-233 (2006) - [c48]Bora Gazen, Steven Minton:
Overview of AutoFeed: An Unsupervised Learning System for Generating Webfeeds. AAAI 2006: 1601-1604 - 2005
- [j17]Doug Dyer, Steve Cross, Craig A. Knoblock, Steven Minton, Austin Tate:
Guest Editors' Introduction: Planning with Templates. IEEE Intell. Syst. 20(2): 13-15 (2005) - [j16]José Luis Ambite, Craig A. Knoblock, Maria Muslea, Steven Minton:
Conditional Constraint Networks for Interleaved Planning and Information Gathering. IEEE Intell. Syst. 20(2): 25-33 (2005) - [c47]Steven Minton, Claude Nanjo, Craig A. Knoblock, Martin Michalowski, Matthew Michelson:
A Heterogeneous Field Matching Method for Record Linkage. ICDM 2005: 314-321 - [c46]Bora Gazen, Steven Minton:
AutoFeed: an unsupervised learning system for generating webfeeds. K-CAP 2005: 3-10 - 2004
- [j15]Martin Michalowski, José Luis Ambite, Craig A. Knoblock, Steven Minton, Snehal Thakkar, Rattapoom Tuchinda:
Retrieving and Semantically Integrating Heterogeneous Data from the Web. IEEE Intell. Syst. 19(3): 72-79 (2004) - [c45]Kristina Lerman, Lise Getoor, Steven Minton, Craig A. Knoblock:
Using the Structure of Web Sites for Automatic Segmentation of Tables. SIGMOD Conference 2004: 119-130 - 2003
- [j14]Kristina Lerman, Steven Minton, Craig A. Knoblock:
Wrapper Maintenance: A Machine Learning Approach. J. Artif. Intell. Res. 18: 149-181 (2003) - [c44]Steven Minton, Sorinel I. Ticrea, Jennifer Beach:
Trainability: Developing a responsive learning system. IIWeb 2003: 27-32 - [c43]Ion Muslea, Steven Minton, Craig A. Knoblock:
Active Learning with Strong and Weak Views: A Case Study on Wrapper Induction. IJCAI 2003: 415-420 - [c42]Sorinel I. Ticrea, Steven Minton:
Inducing Web Agents: Sample Page Management. IKE 2003: 399-403 - [p1]Craig A. Knoblock, Kristina Lerman, Steven Minton, Ion Muslea:
Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach. Intelligent Exploration of the Web 2003: 275-287 - 2002
- [c41]José Luis Ambite, Greg Barish, Craig A. Knoblock, Maria Muslea, Jean Oh, Steven Minton:
Getting from Here to There: Interactive Planning and Agent Execution for Optimizing Travel. AAAI/IAAI 2002: 862-869 - [c40]Ion Muslea, Steven Minton, Craig A. Knoblock:
Active + Semi-supervised Learning = Robust Multi-View Learning. ICML 2002: 435-442 - [c39]Ion Muslea, Steven Minton, Craig A. Knoblock:
Adaptive View Validation: A First Step Towards Automatic View Detection. ICML 2002: 443-450 - [c38]Sheila Tejada, Craig A. Knoblock, Steven Minton:
Learning domain-independent string transformation weights for high accuracy object identification. KDD 2002: 350-359 - 2001
- [j13]Ion Muslea, Steven Minton, Craig A. Knoblock:
Hierarchical Wrapper Induction for Semistructured Information Sources. Auton. Agents Multi Agent Syst. 4(1/2): 93-114 (2001) - [j12]Craig A. Knoblock, Steven Minton, José Luis Ambite, Naveen Ashish, Ion Muslea, Andrew Philpot, Sheila Tejada:
The Ariadne Approach to Web-Based Information Integration. Int. J. Cooperative Inf. Syst. 10(1-2): 145-169 (2001) - [j11]Sheila Tejada, Craig A. Knoblock, Steven Minton:
Learning object identification rules for information integration. Inf. Syst. 26(8): 607-633 (2001) - [c37]Martin Frank, Maria Muslea, Jean Oh, Steven Minton, Craig A. Knoblock:
AN intelligent user interface for mixed-initiative multi-source travel planning. IUI 2001: 85-86 - [c36]Craig A. Knoblock, Steven Minton, José Luis Ambite, Maria Muslea, Jean Oh, Martin Frank:
Mixed-initiative, multi-source information assistants. WWW 2001: 697-707 - 2000
- [j10]Craig A. Knoblock, Kristina Lerman, Steven Minton, Ion Muslea:
Accurately and Reliably Extracting Data from the Web: A Machine Learning Approach. IEEE Data Eng. Bull. 23(4): 33-41 (2000) - [c35]Kristina Lerman, Steven Minton:
Learning the Common Structure of Data. AAAI/IAAI 2000: 609-614 - [c34]Ion Muslea, Steven Minton, Craig A. Knoblock:
Selective Sampling with Redundant Views. AAAI/IAAI 2000: 621-626 - [c33]Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi:
The TheaterLoc Virtual Application. AAAI/IAAI 2000: 980-987 - [c32]Greg Barish, Craig A. Knoblock, Steven Minton:
Speculative Execution for Information Agents. AAAI/IAAI 2000: 1062 - [c31]Ion Muslea, Steven Minton, Craig A. Knoblock:
Selective Sampling with Co-Testing: Preliminary Results. AAAI/IAAI 2000: 1107 - [c30]Greg Barish, Dan DiPasquo, Craig A. Knoblock, Steven Minton:
Dataflow plan execution for software agents. Agents 2000: 138-139 - [c29]José Luis Ambite, Craig A. Knoblock, Steven Minton:
Learning Plan Rewriting Rules. AIPS 2000: 3-12 - [c28]Greg Barish, Yi-Shin Chen, Dan DiPasquo, Craig A. Knoblock, Steven Minton, Ion Muslea, Cyrus Shahabi:
TheaterLoc: Using Information Integration Technology to Rapidly Build Virtual Applications. ICDE 2000: 681-682
1990 – 1999
- 1999
- [j9]Steven Minton, Michael P. Wellman:
JAIR at Five. AI Mag. 20(2): 83-91 (1999) - [c27]Ion Muslea, Steven Minton, Craig A. Knoblock:
Active Learning for Hierarchical Wrapper Induction. AAAI/IAAI 1999: 975 - [c26]Sheila Tejada, Craig A. Knoblock, Steven Minton:
Learning to Handle Inconsistency for Multi-Source Integration. AAAI/IAAI 1999: 983 - [c25]Ion Muslea, Steven Minton, Craig A. Knoblock:
A Hierarchical Approach to Wrapper Induction. Agents 1999: 190-197 - [c24]Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi:
TheaterLoc: A Case Study in Building An Information Integration System. Intelligent Information Integration 1999 - [c23]Greg Barish, Dan DiPasquo, Craig A. Knoblock, Steven Minton:
An Efficient Plan Execution System for Information Management Agents. Workshop on Web Information and Data Management 1999: 1-5 - 1998
- [c22]Craig A. Knoblock, Steven Minton, José Luis Ambite, Naveen Ashish, Pragnesh Jay Modi, Ion Muslea, Andrew Philpot, Sheila Tejada:
Modeling Web Sources for Information Integration. AAAI/IAAI 1998: 211-218 - [c21]Sheila Tejada, Craig A. Knoblock, Steven Minton:
Handling Inconsistency for Multi-Source Integration. AAAI/IAAI 1998: 1203 - [c20]José Luis Ambite, Naveen Ashish, Greg Barish, Craig A. Knoblock, Steven Minton, Pragnesh Jay Modi, Ion Muslea, Andrew Philpot, Sheila Tejada:
ARIADNE: A System for Constructing Mediators for Internet Sources. SIGMOD Conference 1998: 561-563 - 1997
- [c19]Steven Minton:
Configurable Solvers: Tailoring General Methods to Specific Applications. CP 1997: 372-374 - 1996
- [j8]Steven Minton:
Automatically Configuring Constraint Satisfaction Programs: A Case Study. Constraints An Int. J. 1(1/2): 7-43 (1996) - [c18]Steven Minton:
Is There Any Need for Domain-Dependent Control Information?: A Reply. AAAI/IAAI, Vol. 1 1996: 855-862 - [c17]Sheila Tejada, Craig A. Knoblock, Steven Minton:
Learning Models for Multi-Source Integration. AAAI/IAAI, Vol. 2 1996: 1412 - [c16]John A. Allen, Steven Minton:
Selecting the Right Heuristic Algorithm: Runtime Performance Predictors. AI 1996: 41-53 - 1994
- [j7]Steven Minton, John L. Bresina, Mark Drummond:
Total-Order and Partial-Order Planning: A Comparative Analysis. J. Artif. Intell. Res. 2: 227-262 (1994) - [c15]Steven Minton, Ian Underwood:
Small is Beautiful: A Brute-Force Approach to Learning First-Order Formulas. AAAI 1994: 168-174 - [c14]Steven Minton, Shawn R. Wolfe:
Using Machine Learning to Synthesize Search Programs. KBSE 1994: 31-38 - [i1]Steven Minton, John L. Bresina, Mark Drummond:
Total-Order and Partial-Order Planning: A Comparative Analysis. CoRR abs/cs/9412103 (1994) - 1993
- [c13]Steven Minton:
Integrating Heuristics for Constraint Satisfaction Problems: A Case Study. AAAI 1993: 120-126 - [c12]Steven Minton:
An Analytic Learning System for Specializing Heuristics. IJCAI 1993: 922-929 - 1992
- [j6]Steven Minton, Mark D. Johnston, Andrew B. Philips, Philip Laird:
Minimizing Conflicts: A Heuristic Repair Method for Constraint Satisfaction and Scheduling Problems. Artif. Intell. 58(1-3): 161-205 (1992) - [c11]Oren Etzioni, Steven Minton:
Why EBL Produces Overly-Specific Knowledge: A Critique of the PRODIGY Approaches. ML 1992: 137-143 - [c10]Steven Minton, Mark Drummond, John L. Bresina, Andrew B. Philips:
Total Order vs. Partial Order Planning: Factors Influencing Performance. KR 1992: 83-92 - 1991
- [j5]Steven Minton:
A Reply to Zito-Wolf's Book Review of Learning Search Control Knowledge: An Explanation-Based Approach. Mach. Learn. 6: 205-206 (1991) - [j4]Jaime G. Carbonell, Oren Etzioni, Yolanda Gil, Robert Joseph, Craig A. Knoblock, Steven Minton, Manuela M. Veloso:
PRODIGY: An Integrated Architecture for Planning and Learning. SIGART Bull. 2(4): 51-55 (1991) - [j3]Steven Minton:
On Modularity in Integrated Architectures. SIGART Bull. 2(4): 134-135 (1991) - [c9]Craig A. Knoblock, Steven Minton, Oren Etzioni:
Integrating Abstraction and Explanation-Based Learning in PRODIGY. AAAI 1991: 541-546 - [c8]Steven Minton, John L. Bresina, Mark Drummond:
Commitment Strategies in Planning: A Comparative Analysis. IJCAI 1991: 259-267 - 1990
- [j2]Steven Minton:
Quantitative Results Concerning the Utility of Explanation-based Learning. Artif. Intell. 42(2-3): 363-391 (1990) - [c7]Steven Minton, Mark D. Johnston, Andrew B. Philips, Philip Laird:
Solving Large-Scale Constraint-Satisfaction and Scheduling Problems Using a Heuristic Repair Method. AAAI 1990: 17-24 - [c6]Steven Minton:
Issues in the Design of Operator Composition Systems. ML 1990: 304-312
1980 – 1989
- 1989
- [j1]Steven Minton, Jaime G. Carbonell, Craig A. Knoblock, Daniel Kuokka, Oren Etzioni, Yolanda Gil:
Explanation-Based Learning: A Problem Solving Perspective. Artif. Intell. 40(1-3): 63-118 (1989) - 1988
- [c5]Steven Minton:
Quantitative Results Concerning the Utility of Explanation-Based Learning. AAAI 1988: 564-569 - 1987
- [c4]Steven Minton, Jaime G. Carbonell:
Strategies for Learning Search Control Rules: An Explanation-based Approach. IJCAI 1987: 228-235 - 1985
- [c3]Steven Minton:
Selectively Generalizing Plans for Problem-Solving. IJCAI 1985: 596-599 - [c2]Steven Minton, Philip J. Hayes, Jill Fain:
Controlling Search in Flexible Parsing. IJCAI 1985: 785-787 - 1984
- [c1]Steven Minton:
Constraint-Based Generalization: Learning Game-Playing Plans From Single Examples. AAAI 1984: 251-254
Coauthor Index
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