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Abstract: Constraint programming is a technology which is now widely used to solve combinatorial problems in industrial applications. However, using it requires considerable knowledge and expertise in the field of constraint reasoning. This paper introduces a framework for automatically learning constraint networks from sets of instances that are either acceptable solutions or non-desirable assignments of the problem we would like to express. Such an approach has the potential to be of assistance to ... (Update)
Cited by: More
Constraint Acquisition as Semi-Automatic - Modeling Remi Coletta (Correct)
Semi-Automatic Modeling by Constraint Acquisition - Coletta, Bessiere.. (2003) (Correct)
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2: Concept learning and the general-to-specific ordering (context) - Mitchell - 1997
BibTeX entry: (Update)
R. Coletta, C. Bessiere, Barry O'Sullivan, E.C. Freuder, Sarah O'Connell, and Joel Quinqueton. Semi-automatic modeling by constraint acquisition. Technical Report 03050, LIRMM -- University of Montpellier II, Montpellier, France, June 2003. (available at http://www.lirmm.fr/bessiere/). http://citeseer.ist.psu.edu/article/coletta03semiautomatic.html More
@misc{ coletta03semiautomatic,
author = "R. Coletta and C. Bessiere and B. O'Sullivan and E. Freuder and S. O'Connell
and J. Quinqueton",
title = "Semi-automatic modeling by constraint acquisition",
text = "R. Coletta, C. Bessiere, Barry O'Sullivan, E.C. Freuder, Sarah O'Connell,
and Joel Quinqueton. Semi-automatic modeling by constraint acquisition.
Technical Report 03050, LIRMM -- University of Montpellier II, Montpellier,
France, June 2003. (available at http://www.lirmm.fr/bessiere/).",
year = "2003",
url = "citeseer.ist.psu.edu/article/coletta03semiautomatic.html" }
Citations (may not include all citations):307 Networks of constraints: Fundamental properties and applicat.. (context) - Montanari - 1974
185 A sufficient condition for backtrack-free search (context) - Freuder - 1982
51 Practical applications of constraint programming (context) - Wallace - 1996
30 Polynomial-time learning with version spaces - Hirsh - 1992
13 the minimality and global consistency of row-convex constrai.. - van Beek, Dechter - 1995
13 Suggestion strategies for constraint-based matchmaker agents - Freuder, Wallace - 1998
11 Learning solution preferences in constraint problems - Rossi, Sperduti - 1998
6 Concept learning and the general-to-specific ordering (context) - Mitchell - 1997
4 Generating tradeoffs for interative constraint-based configu.. (context) - Freuder, O'Sullivan - 2001
4 Strategies for interactive constraint acquisition - O'Connell, O'Sullivan et al. - 2002
2 Capturing constraint programming experience: A case-based ap.. - Little, Gebruers et al. - 2002
2 Soft learning: A bridge between data mining and machine lear.. (context) - Marginean - 2002
2 A framework for learning constraints (context) - Padmanabhuni, You - 1996
2 Query generation for interactive constraint acquisition (context) - O'Connell, O'Sullivan et al. - 2002
2 Interactive constraint acquisition for concurrent engineerin.. (context) - O'Sullivan, O'Connell et al. - 2003
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Modeling and Generating Tradeoffs for Constraint-Based.. - Freuder, O'Sullivan (2001) (Correct)
Modeling and Generating Tradeoffs for Constraint-Based.. - Freuder, O'Sullivan (2001) (Correct)
Generating Tradeoffs for Interactive Constraint-Based.. - Freuder, O'Sullivan (Correct)
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