Staff directory

LABROCHE Nicolas

Associate Professor [HDR]
Team : LFI
https://webia.lip6.fr/~labroche/

Departure date : 08/31/2014

Three past PhD Students (2009 - 2011) at Sorbonne University

2005-2015 Publications

2015
- S. Changuel, N. Labroche, B. Bouchon‑Meunier : “Resources Sequencing Using Automatic Prerequisite--Outcome Annotation”, ACM Transactions on Intelligent Systems and Technology, vol. 6 (1), ACM Transactions on Intelligent Systems and Technology, pp. 6:1-6:30, (ACM) (2015)
2014
- N. Labroche, M. Detyniecki, Th. Bärecke : “Comparaison de bornes théoriques pour l’accélération du clustering incrémental en une passe”, EGC 2014, vol. RNTI-E-26, Revue des Nouvelles Technologies de l'Information, Rennes, France, pp. 467-478 (2014)
- V. Antoine, N. Labroche, V.‑V. Vu : “Evidential seed-based semi-supervised clustering”, 7^th International Conference on Soft Computing and Intelligent Systems (SCIS), Kitakyushu, Japan, pp. 706-711, (IEEE), (ISBN: 978-1-4799-5955-6) (2014)
2013
- N. Labroche, M. Detyniecki, Th. Bärecke : “Accelerating one-pass clustering by cluster selection racing”, Proceedings of IEEE International Conference on Tools with Artificial Intelligence - ICTAI 2013, Washington DC, United States, pp. 491-498, (IEEE) (2013)
- V. Vu, N. Labroche, B. Bouchon‑Meunier, V.‑Th. Vu, N. Hien : “Graph-based Semi-supervised Clustering”, Journal of Science and Technology, Ha Noi University of Education, Viet Nam, Special Number (2013)
2012
- N. Labroche : “Méthodes d’apprentissage automatique pour l’analyse des interactions utilisateurs”, habilitation, phd defence 12/13/2012 (2012)
- V. Vu, N. Labroche, B. Bouchon‑Meunier : “Improving Constrained Clustering with Active Query”, Pattern Recognition, vol. 45 (4), pp. 1749-1758, (Elsevier) (2012)
2011
- S. Changuel, N. Labroche : “Distinguishing defined concepts from prerequisite concepts in learning resources”, IEEE Symposium on Computational Intelligence and Data Mining, SSCI 2011 Conference, Paris, France, pp. 22-29, (IEEE) (2011)
2010
- N. Labroche, Ch. Marsala : “Optimization of a Fuzzy Decision Trees Forest with Artificial Ant Based Clustering”, Proceedings of the International Conference of Soft Computing and Pattern Recognition, SOCPAR, Paris, France, pp. 1-5, (IEEE) (2010)
- N. Labroche : “Classification non supervisée incrémentale de données relationnelles”, Rencontres francophones sur la Logique Floue et ses Applications, Lannion, France (2010)
- V.‑V. Vu, N. Labroche, B. Bouchon‑Meunier : “Active Learning for Semi-Supervised K-Means Clustering”, 2010 22^nd International Conference on Tools with Artificial Intelligence (ICTAI), Arras, France, pp. 12-15, (IEEE) (2010)
- V. Vu, N. Labroche, B. Bouchon‑Meunier : “An Efficient Active Constraint Selection Algorithm for Clustering”, Proceedings of the 20^th International Conference on Pattern Recognition (ICPR-2010), Istanbul, Türkiye, pp. 2969-2972, (IEEE) (2010)
- V. Vu, N. Labroche, B. Bouchon‑Meunier : “Boosting Clustering by Active Constraint Selection”, 19^th European Conference on Artificial Intelligence (ECAI 2010), Lisbon, Portugal, pp. 297-302, (IOS Press) (2010)
- N. Labroche : “New Incremental Fuzzy C Medoids Clustering Algorithms”, Proc. of the North American Fuzzy Information Processing Society 2010, Toronto, Canada, pp. 145-150, (IEEE) (2010)
- S. Changuel, N. Labroche, B. Bouchon‑Meunier : “Automatic Concept Type Identification from learning Resources”, 2010 International Joint Conference on Neural Networks, IJCNN, Barcelone, Spain, pp. 1-6, (IEEE) (2010)
2009
- V. Vu, N. Labroche, B. Bouchon‑Meunier : “Leader Ant Clustering with Constraints”, IEEE RIVF International Conference on Computing and Telecommunication Technologies, Da Nang, Viet Nam, pp. 79-86, (IEEE) (2009)
- D. Boullier, A. Lohard, A. Visonneau, L. Léger, N. Fouquereau, F. Levillain, Ch. Tijus, S. Genvo, S. Bourchardon, M. Damez, N. Labroche, M.‑J. Lesot : “Lutin Game Lab: Rapport final du projet ANR 2006-2008 (annexes scientifiques)”, (2009)
- S. Changuel, N. Labroche, B. Bouchon‑Meunier : “Automatic Web Pages Author Extraction”, FQAS 2009 - 8^th International Conference on Flexible Query Answering Systems, vol. 5822, Lecture Notes in Computer Science, Roskilde, Denmark, pp. 300-311, (Springer) (2009)
- S. Changuel, N. Labroche, B. Bouchon‑Meunier : “A General Learning Method for Automatic Title Extraction from HTML Pages”, MLDM 2009 - 6^th International Conference on Machine Learning and Data Mining in Pattern Recognition, vol. 5632, Lecture Notes in Computer Science, Leipzig, Germany, pp. 704-718, (Springer) (2009)
2008
- F. Nel, M. Damez, N. Labroche, M.‑J. Lesot : “Automated video games evaluation based on the template formalism”, International Conference on Information Processing and Management of Uncertainty, IPMU 2008, Torremolinos, Spain, pp. 1567-1574 (2008)
- M.‑J. Lesot, N. Labroche, L. Yaffi : “Analyse et visualisation de sessions Web”, Atelier Visualisation et Extraction de Connaissances, Journées Francophones "Extraction et Gestion des Connaissances", atelier EGC'08, Sophia-Antipolis, France (2008)
- M.‑J. Lesot, N. Labroche, L. Yaffi : “Analyse et visualisation interactive de sessions Web”, Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, vol. 22 (3-4), pp. 369-382, (Lavoisier) (2008)
2007
- N. Labroche, M.‑J. Lesot, L. Yaffi : “A new web usage mining and visualization tool”, IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Patras, Greece, pp. 321-328, (IEEE) (2007)
- N. Labroche : “Learning Web Users Profiles With Relational Clustering Algorithms”, Workshop On Intelligent Techniques for Web Personalization, AAAI 2007 Conference, Vancouver, Canada, pp. 54-64 (2007)
- N. Labroche : “Classification supervisée par population de fourmis artificielles”, Atelier Fouille de Données et Algorithmes Biomimétiques, Conférence EGC 2007, Namur, Belgium, pp. 37-48 (2007)
- N. Labroche : “Clustering Web Pages Sequences With Artificial Ants”, IADIS International Journal on www/Internet, vol. 5 (1), pp. 503-510 (2007)
2006
- N. Labroche : “Clustering Web Pages Sequences With Artificial Ants”, IADIS International WWW/Internet 2006 Conference, Murcia, Spain, pp. 45-59, (IADIS) (2006)
- N. Labroche : “Fast Ant-Inspired Clustering Algorithm for Web Usage Mining”, IPMU 2006 - 11^th International Conference on Information Processing and Management of Uncertainty, Paris, France, pp. 2668-2675 (2006)
2005
- J.‑F. Omhover, N. Labroche, B. Bouchon‑Meunier : “Sensorial Approaches To Multimedia Information Retrieval”, 17^th IMACS World Congress on Scientific Computation, Applied Mathematics and Simulation, Paris, France (2005)
- N. Labroche : “Mesure d’audience sur Internet par population de fourmis artificielles”, Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), vol. RNTI-E-5, Revue des Nouvelles Technologies de l'information, Paris, France, pp. 119-124 (2005)