Publications

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[ Author(Desc)] Title Type Year
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.
.-B.-H.Dao T, Duong K.-C., Vrain C..  2015.  Constrained Minimum Sum of Squares Clustering by Constraint Programming. 21st International Conference on Principles and Practice of Constraint Programming (CP 2015)..
A
Abell T, Malitsky Y, Tierney K.  2013.  Features for Exploiting Black-Box Optimization Problem Structure. Learning and Intelligent Optimization Conference.  (266.02 KB)
Adam A, Blockeel H.  2013.  A query language for constraint-based clustering. Workshops of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD).
Aleksandrov M, Barahona P, Kilby P, Walsh T.  2013.  Learning Bayesian Networks under Equivalence Constraints. Workshop on Combining Constraint solving with Mining and Learning (CoCoMiLe).
Andrews T, Blockeel H, Bogaerts B, Bruynooghe M, Denecker M, De Pooter S, Macé C, Ramon J.  2012.  Analyzing manuscript traditions using constraint-based data mining. Workshop on Combining Constraint solving with Mining and Learning (CoCoMiLe).
Arcangioli R, Lazaar N.  2015.  Multiple Constraint Acquisition. Workshop on Intelligent Personalization (at IJCAI).
B
Babaki B, Guns T, Nijssen S.  2014.  Constrained Clustering using Column Generation. CPAIOR.  (375.56 KB)
Babaki B, Guns T, Nijssen S, De Raedt L.  2015.  Constraint-Based Querying for Bayesian Network Exploration. Intelligent Data Analysis.
Balafrej A, Bessiere C, Bouyakhf E-H, Trombettoni G..  2014.  Adaptive Singleton-based Consistencies. Proceedings AAAI'14. :2601-2607.
Balafrej A, Bessiere C, Coletta R, Bouyakhf E-H.  2013.  Cohérences Locales Paramétrées. Journées Francophones de Programmation par Contraintes.  (416.85 KB)
Balafrej A, Bessiere C, Coletta R, Bouyakhf E-H.  2013.  Adaptive Parameterized Consistency. International Conference on Principles and Practice of Constraint Programming.
Balafrej A, Bessiere C, Paparrizou A..  2015.  Multi-Armed Bandits for Adaptive Constraint Propagation. Proceedings IJCAI'15. :toappear.
Beldiceanu N, Simonis H.  2012.  A Model Seeker: Extracting Global Constraint Models From Positive Examples. 18th International Conference on Principles and Practice of Constraint Programming (CP'12). LNCS 7514:141-157. (240.09 KB)
Bessiere C, Coletta R, Hebrard E, Katsirelos G, Lazaar N, Narodytska N, Quimper C-G, Walsh T.  2013.  Constraint Acquisition via Partial Queries. International Joint Conference on Artificial Intelligence.
Bessiere C, Koriche F, Lazaar N, O'Sullivan B.  In Press.  Constraint Acquisition. Artificial Intelligence.  (777.02 KB)
Bessiere C, Brito I., Gutierrez P., Meseguer P..  2014.  Global Constraints in Distributed Constraint Satisfaction and Optimization. The Computer Journal. volume 57:906-923.
Bessiere C, Coletta R, Lazaar N.  2014.  Solve a Constraint Problem Without Modeling It. Proceedings IEEE-ICTAI'14. :1-7.
Bessiere C, Coletta R, Daoudi A., Lazaar N, Mechqrane Y., Bouyakhf E-H.  2014.  Boosting Constraint Acquisition via Generalization Queries. Proceedings ECAI'14. :99-104.
Bessiere C, Paparrizou A., Stergiou K..  2015.  Strong Bounds Consistencies and Their Application to Linear Constraints. Proceedings AAAI'15. :3717–3723.
Bessiere C, Coletta R, Koriche F, Lallouet A, Lopez M.  2012.  Branch and Learn pour l'acquisition de CSP. JFPC'2012 : 8ièmes Journées Francophones de Programmation par Contraintes. :64-73. (461.84 KB)
C
Chang M-W, Ratinov L, Roth D.  2012.  Structured learning with constrained conditional models. Machine learning. 88:399–431.
Chang K.-W., Samdani R., Roth D.  2013.  A Constrained Latent Variable Model for Coreference Resolution. International Conference on Empirical Methods in Natural Language Processing (EMNLP).
Chardin B, Coquery E, Pailloux M, Petit J-M.  2013.  Query Rewriting for Rule Mining in Databases. Workshops of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD).
Collautti M, Malitsky Y, Mehta D, O'Sullivan B.  2013.  SNNAP: Solver-based Nearest Neighbor for Algorithm Portfolios. ECMLPKDD.
Coquery E, Petit J-M, Sais L.  2012.  Using SAT and SQL for Pattern Mining in relational databases. Workshop on Combining Constraint solving with Mining and Learning (CoCoMiLe).

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