Nicolas Lachiche - researchr alias

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2011

Propositionaliser des attributs numériques sans les discrétiser, ni les agrégerAgnès Braud, Nicolas Lachiche. f-egc 2011: 437-442

A Representation to Apply Usual Data Mining Techniques to Chemical reactions - Illustration on the Rate Constant of S::N::2 reactions in waterFrank Hoonakker, Nicolas Lachiche, Alexandre Varnek, Alain Wagner. ijait, 20(2):253-270, 2011. [doi]

DISPAR-Tournament: A Parallel Population Reduction Operator That Behaves Like a TournamentOgier Maitre, Deepak Sharma, Nicolas Lachiche, Pierre Collet. evoW 2011: 284-293 [doi]

2010

2009

Coarse grain parallelization of evolutionary algorithms on GPGPU cards with EASEAOgier Maitre, Laurent A. Baumes, Nicolas Lachiche, Avelino Corma, Pierre Collet. gecco 2009: 1403-1410 [doi]

Efficient Parallel Implementation of Evolutionary Algorithms on GPGPU CardsOgier Maitre, Nicolas Lachiche, Philippe Clauss, Laurent A. Baumes, Avelino Corma, Pierre Collet. europar 2009: 974-985 [doi]

2008

Testing the CAX on a Real-World Problem and Other BenchmarksAriel Tchougang, Alexandre Blansché, Laurent A. Baumes, Nicolas Lachiche, Pierre Collet. ppsn 2008: 599-609 [doi]

2006

Prédiction de la solubilité d une molécule à partir des seules données relationnellesSébastien Derivaux, Agnès Braud, Nicolas Lachiche. f-egc 2006: 669-674

Benchmarking of Linear and Nonlinear Approaches for Quantitative Structure-Property Relationship Studies of Metal Complexation with IonophoresIgor V. Tetko, Vitaly P. Solov ev, Alexey V. Antonov, Xiaojun Yao, Jean-Pierre Doucet, Bo Tao Fan, Frank Hoonakker, Denis Fourches, Piere Jost, Nicolas Lachiche, Alexandre Varnek. jcisd, 46(2):808-819, 2006. [doi]

2005

Good and Bad Practices in PropositionalisationNicolas Lachiche. aiia 2005: 50-61 [doi]

Neuronal Clustering of Brain fMRI ImagesNicolas Lachiche, Jean Hommet, Jerzy J. Korczak, Agnès Braud. premi 2005: 300-305 [doi]

2004

Naive Bayesian Classification of Structured DataPeter A. Flach, Nicolas Lachiche. ml, 57(3):233-269, 2004. [doi]

ROC Analysis in Artificial Intelligence, 1st International Workshop, ROCAI-2004, Valencia, Spain, August 22, 2004José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach, editors, 2004.

The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004)José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach. sigkdd, 6(2):159-161, 2004. [doi]

2003

Improving Accuracy and Cost of Two-class and Multi-class Probabilistic Classifiers Using ROC CurvesNicolas Lachiche, Peter A. Flach. icml 2003: 416-423

2002

1BC2: A True First-Order Bayesian ClassifierNicolas Lachiche, Peter A. Flach. ilp 2003: 133-148 [doi]

2001

Confirmation-Guided Discovery of First-Order Rules with TertiusPeter A. Flach, Nicolas Lachiche. ml, 42(1/2):61-95, 2001.

2000

Decomposing Probability Distributions on Structured IndividualsPeter A. Flach, Nicolas Lachiche. ilp 2000: [doi]

1999

IBC: A First-Order Bayesian ClassifierPeter A. Flach, Nicolas Lachiche. ilp 1999: 92-103 [doi]

1998

Scope Classification: An Instance-Based Learning Algorithm with a Rule-Based CharacterisationNicolas Lachiche, Pierre Marquis. ecml 1998: 268-279

1997

A Model for Generalization Based on Confirmatory InductionNicolas Lachiche, Pierre Marquis. ecml 1997: 154-161