Nicolas Lachiche

Aurélien Cavelan

Florina M. Ciorba

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

Énumération des occurrences d'une chronique.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2020

2019

Preface to special issue on Inductive Logic Programming, ILP 2017 and 2018.

[BibT_eX]

[DOI]

Mach. Learn., 2019

A scalable robust and automatic propositionalization approach for Bayesian classification of large mixed numerical and categorical data.

[BibT_eX]

[DOI]

Marc Boullé

Mach. Learn., 2019

Résistance au bruit et à la rareté de la détection d'anomalies par arbre de décision de systèmes physiques simulés.

[BibT_eX]

[DOI]

Nesrine Bannour

Anne Jeannin-Girardon

Etienne Schneider

Proceedings of the Extraction et Gestion des connaissances, 2019

2017

Propositionalization.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

CASP-DM: Context Aware Standard Process for Data Mining.

[BibT_eX]

[DOI]

Fernando Martínez-Plumed

Lidia Contreras Ochando

César Ferri

Meelis Kull

María José Ramírez-Quintana

CoRR, 2017

2016

Binarised regression tasks: methods and evaluation metrics.

[BibT_eX]

[DOI]

César Ferri

Adolfo Martínez Usó

M. José Ramírez-Quintana

Data Min. Knowl. Discov., 2016

Reframing in context: A systematic approach for model reuse in machine learning.

[BibT_eX]

[DOI]

Adolfo Martínez Usó

Ricardo B. C. Prudêncio

Meelis Kull

AI Commun., 2016

Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2016

Reframing in Clustering.

[BibT_eX]

[DOI]

Md. Naimul Hoque

Carson K. Leung

Hao Zhang

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Nouveaux algorithmes de fouilles de données relationnelles de clowdflows.

[BibT_eX]

[DOI]

Alain Shakour

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

2015

Report of the First International Workshop on Learning over Multiple Contexts (LMCE 2014).

[BibT_eX]

[DOI]

Cèsar Ferri Ramirez

SIGKDD Explor., 2015

Flexible propositionalization of continuous attributes in relational data mining.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Model Reuse with Bike rental Station data (Preamble).

[BibT_eX]

[DOI]

Meelis Kull

Adolfo Martínez Usó

Proceedings of the ECML/PKDD 2015 Discovery Challenges co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2015), 2015

CARAF: Complex Aggregates within Random Forests.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming - 25th International Conference, 2015

Reframing in Frequent Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Approche relationnelle de l'apprentissage de séquences.

[BibT_eX]

[DOI]

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

2014

Active Learning in the Spatial Domain for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Mining frequent correlated graphs with a new measure.

[BibT_eX]

[DOI]

Md. Samiullah

Anna Fariha

Md. Rafiqul Islam

Expert Syst. Appl., 2014

Construction of Complex Aggregates with Random Restart Hill-Climbing.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming - 24th International Conference, 2014

Reframing on Relational Data.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming - 24th International Conference, 2014

Reframing Continuous Input Attributes.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Détection de situations à risque basée sur des détecteurs de mouvement à domicile pour les personnes dépendantes.

[BibT_eX]

[DOI]

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

2013

Incremental Construction of Complex Aggregates: Counting over a Secondary Table.

[BibT_eX]

[DOI]

Proceedings of the Late Breaking Papers of the 23rd International Conference on Inductive Logic Programming, Rio de Janeiro, Brazil, August 28th - to, 2013

Pairwise Optimization of Bayesian Classifiers for Multi-class Cost-Sensitive Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Classification multi-étiquettes pour l'alignement multiple de séquences protéiques.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012

EASEA: specification and execution of evolutionary algorithms on GPGPU.

[BibT_eX]

[DOI]

Soft Comput., 2012

Propositionalisation of Continuous Attributes beyond Simple Aggregation.

[BibT_eX]

[DOI]

Soufiane El Jelali

Proceedings of the Inductive Logic Programming - 22nd International Conference, 2012

Adaptive spatial sampling with active random forest for object-oriented landslide mapping.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Real-Time Fall Detection Method Based on Hidden Markov Modelling.

[BibT_eX]

[DOI]

Proceedings of the Image and Signal Processing - 5th International Conference, 2012

Generic architecture for ambient intelligence based on an organizational centered multi-agent approach.

[BibT_eX]

[DOI]

Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

2011

Classification et évolution des tissus urbains à partir de données vectorielles.

[BibT_eX]

[DOI]

Rev. Int. Géomatique, 2011

A Representation to Apply Usual Data Mining Techniques to Chemical reactions - Illustration on the Rate Constant of S<sub>N</sub>2 reactions in water.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2011

Propositionaliser des attributs numériques sans les discrétiser, ni les agréger.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

DISPAR-Tournament: A Parallel Population Reduction Operator That Behaves Like a Tournament.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2011

Two Ports of a Full Evolutionary Algorithm onto GPGPU.

[BibT_eX]

[DOI]

Ogier Maitre

Pierre Collet

Proceedings of the Artificial Evolution, 2011

2010

Propositionalization.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning, 2010

Learning antibacterial activity against S. Aureus on the Chimiothèque Nationale dataset.

[BibT_eX]

[DOI]

J. Cheminformatics, 2010

A Representation to Apply Usual Data Mining Techniques to Chemical Reactions.

[BibT_eX]

[DOI]

Proceedings of the Trends in Applied Intelligent Systems, 2010

Fast Evaluation of GP Trees on GPGPU by Optimizing Hardware Scheduling.

[BibT_eX]

[DOI]

Ogier Maitre

Pierre Collet

Proceedings of the Genetic Programming, 13th European Conference, 2010

EASEA parallelization of tree-based Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Receiver Operating Characteristic (ROC) Analysis.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

A Platform for Spatial Data Labeling in an Urban Context.

[BibT_eX]

[DOI]

Proceedings of the Geospatial Free and Open Source Software in the 21st Century, 2009

Coarse grain parallelization of evolutionary algorithms on GPGPU cards with EASEA.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Efficient Parallel Implementation of Evolutionary Algorithms on GPGPU Cards.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2009 Parallel Processing, 2009

2008

Testing the CAX on a Real-World Problem and Other Benchmarks.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2008

2006

Benchmarking of Linear and Nonlinear Approaches for Quantitative Structure-Property Relationship Studies of Metal Complexation with Ionophores.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2006

Prédiction de la solubilité d'une molécule à partir des seules données relationnelles.

[BibT_eX]

[DOI]

Sébastien Derivaux

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2005

Neuronal Clustering of Brain fMRI Images.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Exploration visuelle d'images IRMf basée sur des Gaz Neuronaux Croissants.

[BibT_eX]

[DOI]

Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

Good and Bad Practices in Propositionalisation.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004

The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004).

[BibT_eX]

[DOI]

César Ferri

SIGKDD Explor., 2004

Naive Bayesian Classification of Structured Data.

[BibT_eX]

[DOI]

Mach. Learn., 2004

2003

Improving Accuracy and Cost of Two-class and Multi-class Probabilistic Classifiers Using ROC Curves.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2003

2002

1BC2: A True First-Order Bayesian Classifier.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 12th International Conference, 2002

2001

Confirmation-Guided Discovery of First-Order Rules with Tertius.

[BibT_eX]

[DOI]

Mach. Learn., 2001

2000

Decomposing Probability Distributions on Structured Individuals.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 10th International Conference, 2000

1999

IBC: A First-Order Bayesian Classifier.

[BibT_eX]

[DOI]

Proceedings of the Inductive Logic Programming, 9th International Workshop, 1999

1998

Scope Classification: An Instance-Based Learning Algorithm with a Rule-Based Characterisation.

[BibT_eX]

[DOI]

Pierre Marquis

Proceedings of the Machine Learning: ECML-98, 1998

1997

De l'induction confirmatoire à la classification : contribution à l'apprentissage automatique.

[BibT_eX]

[DOI]

PhD thesis, 1997

A Model for Generalization Based on Confirmatory Induction.

[BibT_eX]

[DOI]