Publications

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Author [ Title(Desc)] Type Year
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A
Dzyuba V, van Leeuwen M, Nijssen S, De Raedt L.  2013.  Active Preference Learning for Ranking Patterns. International Conference on Tools with Artificial Intelligence (ICTAI 2013).  (299.26 KB)
Hurley B, O'Sullivan B.  2012.  Adaptation in a CBR-based solver portfolio for the satisfiability problem. 20th International Conference on Case-Based Reasoning Research and Development. :152-166. (445.06 KB)
Balafrej A, Bessiere C, Coletta R, Bouyakhf E-H.  2013.  Adaptive Parameterized Consistency. International Conference on Principles and Practice of Constraint Programming.
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.
Hutter F, Xu L, Hoos H, Leyton-Brown K.  2013.  Advances in Algorithm Runtime Prediction. Workshop on Combining Constraint solving with Mining and Learning (CoCoMiLe).
Cussens J, Bartlett M.  2013.  Advances in Bayesian Network Learning using Integer Programming. Computing Research Repository (CoRR). abs/1309.6825
Hoos H, Leyton-Brown K, Schaub T, Schneider M.  2012.  Algorithm Configuration for Portfolio-based Parallel SAT-Solving. Workshop on Combining Constraint solving with Mining and Learning (CoCoMiLe).
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.
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).
Thornton C, Hutter F, Hoos H, Leyton-Brown K.  2013.  Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms. International Conference on Knowledge Discovery and Data Mining (KDD). :847–855.
B
Loth M, Sebag M, Hamadi Y, Schulte C, Schoenauer M.  2013.  Bandit-based Search for Constraint Programming. Workshop on Combining Constraint solving with Mining and Learning (CoCoMiLe).
Cussens J.  2012.  Bayesian network learning with cutting planes. Computing Research Repository (CoRR). abs/1202.3713
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, 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
Santos Costa V, Page D, Qazi M, Cussens J.  2012.  CLP(BN): Constraint Logic Programming for Probabilistic Knowledge. Computing Research Repository (CoRR). abs/1212.2519
Grossi V, Monreale A, Nanni M, Pedreschi D, Turini F.  2015.  Clustering Formulation using Constraint Optimization. SEFM Workshops.
Zhi W, Wang X, Qian B, Butler P, Ramakrishnan N, Davidson I.  2013.  Clustering with Complex Constraints - Algorithms and Applications. Conference on Artificial Intelligence (AAAI).
Balafrej A, Bessiere C, Coletta R, Bouyakhf E-H.  2013.  Cohérences Locales Paramétrées. Journées Francophones de Programmation par Contraintes.  (416.85 KB)
Cussens J.  2012.  Column generation for exact BN learning: Work in progress. Workshop on Combining Constraint solving with Mining and Learning (CoCoMiLe).
Dao T.-B.-H., Duong K.-C., Vrain C..  2015.  Constrained Clustering by Constraint Programming. . Artificial Intelligence Journal.
Babaki B, Guns T, Nijssen S.  2014.  Constrained Clustering using Column Generation. CPAIOR.  (375.56 KB)
Métivier J-P, Boizumault P, Crémilleux B, Khiari M, Loudni S.  2012.  Constrained Clustering Using SAT. International Symposium on Intelligent Data Analysis. :207-218.

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