Nicolas Lachiche

ORCID

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 26

Top Venues

Henri Poincaré University, Nancy, France (PHD)

Education History

Henri Poincaré University, Nancy, France

PHD

Publications

Mamadou Ben Hamidou Cissoko, Vincent Castelain, Nicolas Lachiche
Prise en compte de données séquentielles hétérogènes dans l'apprentissage profond : application aux données de soins intensifs. EGC (2023)
Thomas Jakobsche, Nicolas Lachiche, Florina M. Ciorba
Investigating HPC Job Resource Requests and Job Efficiency Reporting. ISPDC (2023)
Thomas Jakobsche, Nicolas Lachiche, Florina M. Ciorba
Challenges and Opportunities of Machine Learning for Monitoring and Operational Data Analytics in Quantitative Codesign of Supercomputers. CoRR (2022)
Hajer Akid, Kirsley Chennen, Gabriel Frey, Julie Dawn Thompson, Mounir Ben Ayed, Nicolas Lachiche
Apprentissage automatique basé sur l'agrégation pour la prédiction de liens dans les réseaux d'interactions protéine-protéine. EGC (2022)
Hajer Akid, Gabriel Frey, Mounir Ben Ayed, Nicolas Lachiche
Performance of NoSQL Graph Implementations of Star vs. Snowflake Schemas. IEEE Access 10 (2022)
Mouhamadou Saliou Diallo, Sidahmed Mokeddem, Agnès Braud, Gabriel Frey, Nicolas Lachiche
Identifying Benchmarks for Failure Prediction in Industry 4.0. Informatics 8 (4) (2021)
Thomas Jakobsche, Nicolas Lachiche, Aurélien Cavelan, Florina M. Ciorba
An Execution Fingerprint Dictionary for HPC Application Recognition. CLUSTER (2021)
Thomas Jakobsche, Nicolas Lachiche, Aurélien Cavelan, Florina M. Ciorba
An Execution Fingerprint Dictionary for HPC Application Recognition. CoRR (2021)
Agnès Braud, Xavier Dolques, Pierre Fechter, Nicolas Lachiche, Florence Le Ber, Véronique Pitchon
Analyzing the composition of remedies in ancient pharmacopeiae with FCA. RealDataFCA@ICFCA (2021)
Fernando Martínez-Plumed, Lidia Contreras Ochando, Cèsar Ferri, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana, Peter A. Flach
CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories. IEEE Trans. Knowl. Data Eng. 33 (8) (2021)
Thomas Guyet, Philippe Besnard, Ahmed Samet, Nasreddine Ben Salha, Nicolas Lachiche
Énumération des occurrences d'une chronique. EGC (2020)
Nesrine Bannour, Anne Jeannin-Girardon, Nicolas Lachiche, Etienne Schneider
Résistance au bruit et à la rareté de la détection d'anomalies par arbre de décision de systèmes physiques simulés. EGC (2019)
Nicolas Lachiche, Christel Vrain, Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese
Preface to special issue on Inductive Logic Programming, ILP 2017 and 2018. Mach. Learn. 108 (7) (2019)
Marc Boullé, Clément Charnay, Nicolas Lachiche
A scalable robust and automatic propositionalization approach for Bayesian classification of large mixed numerical and categorical data. Mach. Learn. 108 (2) (2019)
Fernando Martínez-Plumed, Lidia Contreras Ochando, César Ferri, Peter A. Flach, José Hernández-Orallo, Meelis Kull, Nicolas Lachiche, María José Ramírez-Quintana
CASP-DM: Context Aware Standard Process for Data Mining. CoRR (2017)
José Hernández-Orallo, Adolfo Martínez Usó, Ricardo B. C. Prudêncio, Meelis Kull, Peter A. Flach, Chowdhury Farhan Ahmed, Nicolas Lachiche
Reframing in context: A systematic approach for model reuse in machine learning. AI Commun. 29 (5) (2016)
Nicolas Lachiche, Alain Shakour
Nouveaux algorithmes de fouilles de données relationnelles de clowdflows. EGC (2016)
José Hernández-Orallo, César Ferri, Nicolas Lachiche, Adolfo Martínez Usó, M. José Ramírez-Quintana
Binarised regression tasks: methods and evaluation metrics. Data Min. Knowl. Discov. 30 (4) (2016)
Simon Rougier, Anne Puissant, André Stumpf, Nicolas Lachiche
Comparison of sampling strategies for object-based classification of urban vegetation from Very High Resolution satellite images. Int. J. Appl. Earth Obs. Geoinformation 51 (2016)
Md. Naimul Hoque, Chowdhury Farhan Ahmed, Nicolas Lachiche, Carson K. Leung, Hao Zhang
Reframing in Clustering. ICTAI (2016)
Meelis Kull, Nicolas Lachiche, Adolfo Martínez Usó
Model Reuse with Bike rental Station data (Preamble). DC@PKDD/ECML (2015)
Clément Charnay, Nicolas Lachiche, Agnès Braud
CARAF: Complex Aggregates within Random Forests. ILP (2015)
Chowdhury Farhan Ahmed, Md. Samiullah, Nicolas Lachiche, Meelis Kull, Peter A. Flach
Reframing in Frequent Pattern Mining. ICTAI (2015)
Clément Charnay, Nicolas Lachiche, Agnès Braud
Approche relationnelle de l'apprentissage de séquences. EGC (2015)
Chowdhury Farhan Ahmed, Nicolas Lachiche, Clément Charnay, Soufiane El Jelali, Agnès Braud
Flexible propositionalization of continuous attributes in relational data mining. Expert Syst. Appl. 42 (21) (2015)
Cèsar Ferri Ramirez, Peter A. Flach, Nicolas Lachiche
Report of the First International Workshop on Learning over Multiple Contexts (LMCE 2014). SIGKDD Explor. 17 (1) (2015)
Chowdhury Farhan Ahmed, Clément Charnay, Nicolas Lachiche, Agnès Braud
Reframing on Relational Data. ILP (2014)
André Stumpf, Nicolas Lachiche, Jean-Philippe Malet, Norman Kerle, Anne Puissant
Active Learning in the Spatial Domain for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 52 (5) (2014)
Chowdhury Farhan Ahmed, Nicolas Lachiche, Clément Charnay, Agnès Braud
Reframing Continuous Input Attributes. ICTAI (2014)
Clément Charnay, Nicolas Lachiche, Agnès Braud
Construction of Complex Aggregates with Random Restart Hill-Climbing. ILP (2014)
Alban Meffre, Nicolas Lachiche, Pierre Gançarski, Christophe Collet
Détection de situations à risque basée sur des détecteurs de mouvement à domicile pour les personnes dépendantes. EGC (2014)
Md. Samiullah, Chowdhury Farhan Ahmed, Anna Fariha, Md. Rafiqul Islam, Nicolas Lachiche
Mining frequent correlated graphs with a new measure. Expert Syst. Appl. 41 (4) (2014)
Clément Charnay, Nicolas Lachiche, Agnès Braud
Incremental Construction of Complex Aggregates: Counting over a Secondary Table. ILP (Late Breaking Papers) (2013)
Clément Charnay, Nicolas Lachiche, Agnès Braud
Pairwise Optimization of Bayesian Classifiers for Multi-class Cost-Sensitive Learning. ICTAI (2013)
Lina Fahed, Gabriel Frey, Julie Dawn Thompson, Nicolas Lachiche
Classification multi-étiquettes pour l'alignement multiple de séquences protéiques. EGC (2013)
Ogier Maitre, Frédéric Krüger, Stephane Querry, Nicolas Lachiche, Pierre Collet
EASEA: specification and execution of evolutionary algorithms on GPGPU. Soft Comput. 16 (2) (2012)
André Stumpf, Nicolas Lachiche, Norman Kerle, Jean-Philippe Malet, Anne Puissant
Adaptive spatial sampling with active random forest for object-oriented landslide mapping. IGARSS (2012)
Alban Meffre, Christophe Collet, Nicolas Lachiche, Pierre Gançarski
Real-Time Fall Detection Method Based on Hidden Markov Modelling. ICISP (2012)
Patrice Roy, Nicolas Lachiche, Pierre Gançarski, Alban Meffre, Christophe Collet
Generic architecture for ambient intelligence based on an organizational centered multi-agent approach. UbiComp (2012)
Soufiane El Jelali, Agnès Braud, Nicolas Lachiche
Propositionalisation of Continuous Attributes beyond Simple Aggregation. ILP (2012)
Frank Hoonakker, Nicolas Lachiche, Alexandre Varnek, Alain Wagner
2 reactions in water. Int. J. Artif. Intell. Tools 20 (2) (2011)
Anne Puissant, Nicolas Lachiche, Grzegorz Skupinski, Agnès Braud, Julien Perret, Annabelle Mas
Classification et évolution des tissus urbains à partir de données vectorielles. Rev. Int. Géomatique 21 (4) (2011)
Ogier Maitre, Nicolas Lachiche, Pierre Collet
Two Ports of a Full Evolutionary Algorithm onto GPGPU. Artificial Evolution (2011)
Ogier Maitre, Deepak Sharma, Nicolas Lachiche, Pierre Collet
DISPAR-Tournament: A Parallel Population Reduction Operator That Behaves Like a Tournament. EvoApplications (1) (2011)
Agnès Braud, Nicolas Lachiche
Propositionaliser des attributs numériques sans les discrétiser, ni les agréger. EGC (2011)
Ogier Maitre, Stephane Querry, Nicolas Lachiche, Pierre Collet
EASEA parallelization of tree-based Genetic Programming. IEEE Congress on Evolutionary Computation (2010)
Frank Hoonakker, Nicolas Lachiche, Alexandre Varnek, Alain Wagner
A Representation to Apply Usual Data Mining Techniques to Chemical Reactions. IEA/AIE (2) (2010)
Gilles Marcou, Nicolas Lachiche, L. Brillet, J.-M. Paris, Alexandre Varnek
Learning antibacterial activity against S. Aureus on the Chimiothèque Nationale dataset. J. Cheminformatics 2 (S-1) (2010)
Ogier Maitre, Nicolas Lachiche, Pierre Collet
Fast Evaluation of GP Trees on GPGPU by Optimizing Hardware Scheduling. EuroGP (2010)
Ogier Maitre, Laurent A. Baumes, Nicolas Lachiche, Avelino Corma, Pierre Collet
Coarse grain parallelization of evolutionary algorithms on GPGPU cards with EASEA. GECCO (2009)
Ogier Maitre, Nicolas Lachiche, Philippe Clauss, Laurent A. Baumes, Avelino Corma, Pierre Collet
Efficient Parallel Implementation of Evolutionary Algorithms on GPGPU Cards. Euro-Par (2009)
Julien Lesbegueries, Nicolas Lachiche, Agnès Braud, Grzegorz Skupinski, Anne Puissant, Julien Perret
A Platform for Spatial Data Labeling in an Urban Context. OGRS (2009)
Ariel Tchougang, Alexandre Blansché, Laurent A. Baumes, Nicolas Lachiche, Pierre Collet
Testing the CAX on a Real-World Problem and Other Benchmarks. PPSN (2008)
Igor 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
Benchmarking of Linear and Nonlinear Approaches for Quantitative Structure-Property Relationship Studies of Metal Complexation with Ionophores. J. Chem. Inf. Model. 46 (2) (2006)
Sébastien Derivaux, Agnès Braud, Nicolas Lachiche
Prédiction de la solubilité d'une molécule à partir des seules données relationnelles. EGC (2006)
Nicolas Lachiche, Jean Hommet, Jerzy J. Korczak, Agnès Braud
Neuronal Clustering of Brain fMRI Images. PReMI (2005)
Nicolas Lachiche
Good and Bad Practices in Propositionalisation. AI*IA (2005)
Jerzy J. Korczak, Jean Hommet, Nicolas Lachiche, Christian Scheiber
Exploration visuelle d'images IRMf basée sur des Gaz Neuronaux Croissants. EGC (Ateliers) (2005)
Peter A. Flach, Nicolas Lachiche
Naive Bayesian Classification of Structured Data. Mach. Learn. 57 (3) (2004)
José Hernández-Orallo, César Ferri, Nicolas Lachiche, Peter A. Flach
The 1st workshop on ROC analysis in artificial intelligence (ROCAI-2004). SIGKDD Explor. 6 (2) (2004)
Nicolas Lachiche, Peter A. Flach
Improving Accuracy and Cost of Two-class and Multi-class Probabilistic Classifiers Using ROC Curves. ICML (2003)
Nicolas Lachiche, Peter A. Flach
1BC2: A True First-Order Bayesian Classifier. ILP (2002)
Peter A. Flach, Nicolas Lachiche
Confirmation-Guided Discovery of First-Order Rules with Tertius. Mach. Learn. 42 (1/2) (2001)
Peter A. Flach, Nicolas Lachiche
Decomposing Probability Distributions on Structured Individuals. ILP Work-in-progress reports (2000)
Peter A. Flach, Nicolas Lachiche
IBC: A First-Order Bayesian Classifier. ILP (1999)
Nicolas Lachiche, Pierre Marquis
Scope Classification: An Instance-Based Learning Algorithm with a Rule-Based Characterisation. ECML (1998)
Nicolas Lachiche, Pierre Marquis
A Model for Generalization Based on Confirmatory Induction. ECML (1997)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nicolas Lachiche