Publications

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Author Title Type [ Year

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In Press

Bessiere C, Koriche F, Lazaar N, O'Sullivan B. In Press. Constraint Acquisition. Artificial Intelligence.

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2015

Grossi V, Monreale A, Nanni M, Pedreschi D, Turini F. 2015. Clustering Formulation using Constraint Optimization. SEFM Workshops.

Dao T.-B.-H., Duong K.-C., Vrain C.. 2015. Constrained Clustering by Constraint Programming. . Artificial Intelligence Journal.

.-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)..

Babaki B, Guns T, Nijssen S, De Raedt L. 2015. Constraint-Based Querying for Bayesian Network Exploration. Intelligent Data Analysis.

Negrevergne B, Guns T. 2015. Constraint-based sequence mining using constraint programming. Integration of AI and OR Techniques in Constraint Programming, Barcelona, Spain, 18-22 May 2015.

Jabbour S, Sais L, Salhi Y. 2015. Decomposition Based SAT Encodings for Itemset Mining. The 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'2015).

Kotthoff L, Nanni M, Guidotti R, O'Sullivan B. 2015. Find Your Way Back: Mobility Profile Mining with Constraints. 21st International Conference on Principles and Practice of Constraint Programming (CP 2015).

De Raedt L. 2015. Languages for learning and mining. Proceedings 29th AAAI Conference on Artificial Intelligence, AAAI, Austin, Texas, US, 25-30 January 2015.

Rendl A, Guns T, Stuckey PJ, Tack G. 2015. MiniSearch: a solver-independent meta-search language for MiniZinc. Principles and Practice of Constraint Programming.

Balafrej A, Bessiere C, Paparrizou A.. 2015. Multi-Armed Bandits for Adaptive Constraint Propagation. Proceedings IJCAI'15. :toappear.

Arcangioli R, Lazaar N. 2015. Multiple Constraint Acquisition. Workshop on Intelligent Personalization (at IJCAI).

Le Van T, van Leeuwen M, Nijssen S, De Raedt L. 2015. Rank matrix factorisation. Proceedings of the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining, The 19th Pacific-Asia conference on knowledge discovery and data mining (PAKDD 2015), HoChiMinh City, VietNam, 19-22 May 2015. :734–746.

Bessiere C, Paparrizou A., Stergiou K.. 2015. Strong Bounds Consistencies and Their Application to Linear Constraints. Proceedings AAAI'15. :3717–3723.

2014

Woodward R.J., Schneider A., Choueiry B.Y., Bessiere C. 2014. Adaptive Parameterized Consistency for Non-Binary CSPs by Counting Supports. Proceedings CP'14. :755-764.

Balafrej A, Bessiere C, Bouyakhf E-H, Trombettoni G.. 2014. Adaptive Singleton-based Consistencies. Proceedings AAAI'14. :2601-2607.

Geschwender D, Hutter F, Kotthoff L, Malitsky Y, Hoos H, Leyton-Brown K. 2014. Algorithm Configuration in the Cloud: A Feasibility Study. LION.

Hutter F, Xu L, Hoos H, Leyton-Brown K. 2014. Algorithm runtime prediction: Methods & evaluation. Artificial Intelligence. 206:79–111.

Kotthoff L. 2014. Algorithm Selection for Combinatorial Search Problems: A Survey. AI Magazine.

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.

Babaki B, Guns T, Nijssen S. 2014. Constrained Clustering using Column Generation. CPAIOR.

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Bessiere C, Brito I., Gutierrez P., Meseguer P.. 2014. Global Constraints in Distributed Constraint Satisfaction and Optimization. The Computer Journal. volume 57:906-923.

Schneider A., Woodward R.J., Choueiry B.Y., Bessiere C. 2014. Improving Relational Consistency Algorithms Using Dynamic Relation Partitioning. Proceedings CP'14. :688-704.