| 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 | 207 | 2019 |
| Confirmation-guided discovery of first-order rules with Tertius PA Flach, N Lachiche Machine learning 42 (1-2), 61, 2001 | 207 | 2001 |
| Naive Bayesian classification of structured data PA Flach, N Lachiche Machine learning 57, 233-269, 2004 | 194 | 2004 |
| 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 | 180 | 2003 |
| 1BC: A first-order Bayesian classifier P Flach, N Lachiche Inductive Logic Programming: 9th International Workshop, ILP-99 Bled …, 1999 | 140 | 1999 |
| 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 | 107 | 2013 |
| 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 | 99 | 2009 |
| 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 | 80 | 2006 |
| Particle swarm optimization T Zeugmann, P Poupart, J Kennedy, X Jin, J Han, L Saitta, M Sebag, ... Encyclopedia of machine learning 1 (1), 760-766, 2011 | 63 | 2011 |
| 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 | 48 | 2011 |
| 1BC2: a true first-order Bayesian classifier N Lachiche, PA Flach Inductive Logic Programming: 12th International Conference, ILP 2002 Sydney …, 2003 | 48 | 2003 |
| 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 | 43 | 2012 |
| 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 | 32 | 2016 |
| Propositionalization N Lachiche Encyclopedia of Machine Learning and Data Mining, 1025–1031, 2017 | 31 | 2017 |
| 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 | 30 | 2009 |
| 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 | 28 | 2009 |
| 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 | 25 | 2011 |
| Fast evaluation of GP trees on GPGPU by optimizing hardware scheduling O Maitre, N Lachiche, P Collet Genetic Programming: 13th European Conference, EuroGP 2010, Istanbul, Turkey …, 2010 | 25 | 2010 |
| Abduction and induction from a non-monotonic reasoning perspective N Lachiche Abduction and Induction: Essays on their relation and integration, 107-116, 2000 | 23 | 2000 |
| A first-order representation for knowledge discovery and bayesian classification on relational data N Lachiche, PA Flach PKDD2000 workshop on Data Mining, Decision Support, Meta-learning and ILP …, 2000 | 18 | 2000 |
