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Nicolas Lachiche
Nicolas Lachiche
Professor in Computer Science, University of Strasbourg
Verified email at unistra.fr - Homepage
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Cited by
Year
CRISP-DM twenty years later: From data mining processes to data science trajectories
F Martínez-Plumed, L Contreras-Ochando, C Ferri, J Hernández-Orallo, ...
IEEE transactions on knowledge and data engineering 33 (8), 3048-3061, 2019
4652019
Confirmation-guided discovery of first-order rules with Tertius
PA Flach, N Lachiche
Machine learning 42, 61-95, 2001
2182001
Naive Bayesian classification of structured data
PA Flach, N Lachiche
Machine learning 57, 233-269, 2004
2162004
Improving accuracy and cost of two-class and multi-class probabilistic classifiers using ROC curves
N Lachiche, PA Flach
Proceedings of the 20th international conference on machine learning (ICML …, 2003
1892003
1BC: A first-order Bayesian classifier
P Flach, N Lachiche
International conference on inductive logic programming, 92-103, 1999
1421999
Active learning in the spatial domain for remote sensing image classification
A Stumpf, N Lachiche, JP Malet, N Kerle, A Puissant
IEEE transactions on geoscience and remote sensing 52 (5), 2492-2507, 2013
1222013
Coarse grain parallelization of evolutionary algorithms on GPGPU cards with EASEA
O Maitre, LA Baumes, N Lachiche, A Corma, P Collet
Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009
1052009
Benchmarking of linear and nonlinear approaches for quantitative structure− property relationship studies of metal complexation with ionophores
IV Tetko, VP Solov'ev, AV Antonov, X Yao, JP Doucet, B Fan, F Hoonakker, ...
Journal of chemical information and modeling 46 (2), 808-819, 2006
862006
Particle swarm optimization
T Zeugmann, P Poupart, J Kennedy, X Jin, J Han, L Saitta, M Sebag, ...
Encyclopedia of machine learning, 760-766, 2011
732011
Condensed graph of reaction: considering a chemical reaction as one single pseudo molecule
F Hoonakker, N Lachiche, A Varnek, A Wagner
Int. J. Artif. Intell. Tools 20 (2), 253-270, 2011
592011
1BC2: a true first-order Bayesian classifier
N Lachiche, PA Flach
International Conference on Inductive Logic Programming, 133-148, 2002
502002
EASEA: specification and execution of evolutionary algorithms on GPGPU
O Maitre, F Krüger, S Querry, N Lachiche, P Collet
Soft Computing 16 (2), 261-279, 2012
442012
Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images
S Rougier, A Puissant, A Stumpf, N Lachiche
International Journal of Applied Earth Observation and Geoinformation 51, 60-73, 2016
372016
Propositionalization
N Lachiche
Encyclopedia of Machine Learning and Data Mining, 1025–1031, 2017
332017
Efficient parallel implementation of evolutionary algorithms on GPGPU cards
O Maitre, N Lachiche, P Clauss, L Baumes, A Corma, P Collet
Euro-Par 2009 Parallel Processing: 15th International Euro-Par Conference …, 2009
332009
Using genetic programming for an advanced performance assessment of industrially relevant heterogeneous catalysts
LA Baumes, A Blansché, P Serna, A Tchougang, N Lachiche, P Collet, ...
Materials and Manufacturing Processes 24 (3), 282-292, 2009
312009
Abduction and induction from a non-monotonic reasoning perspective
N Lachiche
Abduction and Induction: Essays on their relation and integration, 107-116, 2000
272000
Conception of a GIS-Platform to simulate urban densification based on the analysis of topographic data
A Ruas, J Perret, F Curie, A Mas, A Puissant, G Skupinski, D Badariotti, ...
Advances in Cartography and GIScience. Volume 2: Selection from ICC 2011 …, 2011
252011
Fast evaluation of GP trees on GPGPU by optimizing hardware scheduling
O Maitre, N Lachiche, P Collet
European Conference on Genetic Programming, 301-312, 2010
252010
A scalable robust and automatic propositionalization approach for Bayesian classification of large mixed numerical and categorical data
M Boullé, C Charnay, N Lachiche
Machine Learning 108, 229-266, 2019
202019
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