Подразделения : | ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
Бывшая команда : | ACASA |
- N. Ballas, B. Labbé, A. Shabou, H. Le Borgne, Ph. Gosselin, M. Redi, B. Merialdo, H. Jégou, J. Delhumeau, R. Vieux, B. Mansencal, J. Benois‑Pineau, S. Ayache, A. Hamadi, B. Safadi, F. Thollard, N. Derbas, G. Quenot, H. Bredin, M. Cord, B. Gao, Ch. Zhu, Y. Tang, E. Dellandrea, Ch. Bichot, L. Chen, A. Benoit, P. Lambert, T. Strat, J. Razik, S. Paris, H. Glotin, T. Trung, D. Petrovska‑Delacrétaz, G. Chollet, A. Stoian, M. Crucianu : “IRIM at TRECVID 2012: Semantic Indexing and Instance Search”, TRECVID - TREC Video Retrieval Evaluation workshop, Gaithersburg, MD, United States, pp. 12p. [Ballas 2012]
- B. Bouchon‑Meunier, G. Moyse : “Fuzzy Linguistic Summaries: Where Are We, Where Can We Go?”, 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr), New-York, United States, pp. 317-324 [Bouchon-Meunier 2012]
- M. Boufarguine, N. Thome, V. Guitteny, F. Precioso : “Suivi 3D Monoculaire pour un Système de Vidéosurveillance à l'aide d'un Modèle de Mouvement et un Modèle d'Apparence”, RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Lyon, France [Boufarguine 2012]
- C. Calauzènes, N. Usunier, P. Gallinari : “On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking”, Advances in Neural Information Processing Systems 25, Lake Tahoe, NV, United States, pp. 197-205, (Curran Associates, Inc.) [Calauzènes 2012]
- M. Cisse, Th. Artières, P. Gallinari : “Learning compact class codes for fast inference in large multi class classification”, European Conference on Machine Learning, vol. 7523, Lecture Notes in Computer Science, Bristol, United Kingdom, pp. 506-520, (Springer) [Cisse 2012]
- M. Damez, M.‑J. Lesot, A. Revault D'Allonnes : “Dynamic Credit-Card Fraud Profiling”, Proceedings of the 9th International Conference on Modeling Decisions for Artificial Intelligence (MDAI), vol. 7647, Lecture Notes in Computer Science, Girona, Catalonia, Spain, pp. 234-245, (Springer) [Damez 2012]
- M. Detyniecki, Ch. Marsala, A. Krishnan, M. Siegel : “Weather-Based Solar Energy Prediction”, Proceedings of the Fuzz-IEEE'2012 Conference, IEEE WCCI'2012 International Congress, Brisbane, Australia, pp. 587-593, (IEEE) [Detyniecki 2012b]
- G. Dulac‑Arnold, L. Denoyer, P. Gallinari : “Lecture Séquentielle de Documents pour la Classification”, CORIA, Bordeaux, France, pp. 245-259 [Dulac-Arnold 2012a]
- G. Dulac‑Arnold, L. Denoyer, Ph. Preux, P. Gallinari : “Apprentissage par renforcement rapide pour des grands ensembles d'actions en utilisant des codes correcteurs d'erreur”, Journées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, Villers-lès-Nancy, France, pp. 12 p [Dulac-Arnold 2012b]
- G. Dulac‑Arnold, L. Denoyer, Ph. Preux, P. Gallinari : “Classification Localement Parcimonieuse par Méthodes Séquentielles”, CAP 2012 - Conférence Francophone sur l'Apprentissage Automatique, Nancy, France [Dulac-Arnold 2012c]
- G. Dulac‑Arnold, L. Denoyer, Ph. Preux, P. Gallinari : “Fast Reinforcement Learning with Large Action Sets Using Error-Correcting Output Codes for MDP Factorization”, Machine Learning and Knowledge Discovery in Databases, vol. 7524, Lecture Notes in Computer Science, Bristol, United Kingdom, pp. 180-194, (Springer) [Dulac-Arnold 2012d]
- F. Dzogang, Ch. Marsala, M.‑J. Lesot, M. Rifqi : “An Ellipsoidal K-Means for Document Clustering”, IEEE 12th International Conference on Data Mining (ICDM 2012), Bruxelles, Belgium, pp. 221-230, (IEEE) [Dzogang 2012a]
- F. Dzogang, M.‑J. Lesot, M. Rifqi : “Fusion anticipée de descripteurs bas niveau pour la détection d'émotions dans les textes”, Workshop Affect, Compagnon Artificiel, Interaction, WACAI'12, Grenoble, France [Dzogang 2012b]
- L. Gacôgne : “Random State Genetic Algorithm”, The 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2012, Zakopane, Poland, pp. 214-221, (Springer) [Gacôgne 2012]
- Sh. Gao, L. Denoyer, P. Gallinari : “Link Prediction via Latent Factor Blockmodel”, WWW'12 - The 21st International Conference on World Wide Web, Lyon, France, pp. 507-508, (ACM) [Gao 2012]
- H. Goh, N. Thome, M. Cord, J.‑H. Lim : “Unsupervised and supervised visual codes with restricted Boltzmann machines”, 12th European conference on Computer Vision, vol. 7576, Lecture Notes in Computer Science, Florence, Italy, pp. 298-311 [Goh 2012]
- J. Guyomard, N. Thome, M. Cord, Th. Artières : “Contextual Detection of Drawn Symbols in Old Maps”, International Conference on Image Processing (ICIP), Orlando, Florida, United States, pp. 837-840, (IEEE) [Guyomard 2012]
- R. Horincar, B. Amann, Th. Artières : “Online Change Estimation Models for Dynamic Web Resources”, 12th International Conference on Web Engineering (ICWE), vol. 7387, Lecture Notes in Computer Science, Berlin, Germany, pp. 395-410 [Horincar 2012]
- C. Iovan, D. Picard, N. Thome, M. Cord : “Classification of Urban Scenes from Geo-referenced Images in Urban Street-View Context”, Machine Learning and Applications (ICMLA), 2012 11th International Conference on, vol. 2, Boca Raton, Florida, United States, pp. 339-344 [Iovan 2012]
- M. Law, C. Sureda Gutierrez, N. Thome, S. Gançarski, M. Cord : “Structural and Visual Similarity Learning for Web Page Archiving”, 10th workshop on Content-Based Multimedia Indexing (CBMI), Annecy, France, pp. 1-6, (IEEE) [Law 2012a]
- M. Law, N. Thome, M. Cord : “Hybrid Pooling Fusion in the BoW Pipeline”, ECCV 2012 Workshop on Information fusion in Computer Vision for Concept Recognition (ECCV-IFCVCR 2012), vol. 7585, Lecture Notes in Computer Science, Florence, Italy, pp. 355-364, (Springer) [Law 2012b]
- M. Law, N. Thome, S. Gançarski, M. Cord : “Structural and Visual Comparisons for Web Page Archiving”, 12th edition of the ACM Symposium on Document Engineering, DocEng'12, Paris, France, pp. 117-120, (ACM) [Law 2012c]
- M.‑J. Lesot, A. Revault D'Allonnes : “Credit-Card Fraud Profiling Using a Hybrid Incremental Clustering Methodology”, Proceedings of the 6th International Conference on Scalable Uncertainty Management (SUM), vol. 7520, Lecture Notes in Computer Science, Marburg, Germany, pp. 325-336, (Springer) [Lesot 2012a]
- M.‑J. Lesot, F. Nel, Th. Delavallade, Ph. Capet, B. Bouchon‑Meunier : “Two Methods for Internet Buzz Detection Exploiting the Citation Graph”, IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2012, Brisbane, Australia, pp. 1-8, (IEEE) [Lesot 2012b]
- Ch. Marsala : “Gradual Fuzzy Decision Trees to Help Medical Diagnosis”, Proceedings of the Fuzz-IEEE'2012 Conference, Brisbane, Australia, pp. 602-607, (IEEE) [Marsala 2012a]
- Ch. Marsala : “Incremental Tuning of Fuzzy Decision Trees”, Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS-ISIS), Kobe, Japan, pp. 2061-2064, (IEEE) [Marsala 2012b]
- A. Najar, L. Denoyer, P. Gallinari : “Predicting information diffusion on social networks with partial knowledge”, WWW'12 - The 21st International Conference on World Wide Web, Lyon, France, pp. 1197-1204, (ACM) [Najar 2012]
- A. Oudni, M.‑J. Lesot, M. Rifqi : “Gestion de la contradiction dans l'extraction de motifs graduels”, Rencontres Francophones sur la Logique Floue et ses Applications, LFA'12, Compiègne, France [Oudni 2012]
- D. Picard, N. Thome, M. Cord, A. Rakotomamonjy : “Learning geometric combinations of Gaussian kernels with alternating Quasi-Newton algorithm”, ESANN 2012, Bruges, Belgium, pp. 79-84 [Picard 2012b]
- M. Radenen, Th. Artières : “Contextual Hidden Markov Models”, IEEE International Conference on Acoustics, Speech, and Signal Processing, Kyoto, Japan, pp. 2113-2116, (IEEE) [Radenen 2012]
- A. Rafrafi, V. Guigue, P. Gallinari : “Coping with the Document Frequency Bias in Sentiment Classification”, Sixth International AAAI Conference on Weblogs and Social Media (ICWSM'12), Dublin, Ireland, pp. 314-321 [Rafrafi 2012a]
- A. Rafrafi, V. Guigue, P. Gallinari : “Représentations et régularisations pour la classification de sentiments”, CORIA, Bordeau, France, pp. 285-300 [Rafrafi 2012b]
- A. Rafrafi, V. Guigue, P. Gallinari : “Réseau de neurones à double convolution pour la classification de sentiments multi-domaines”, Actes de la Conférence Francophone sur l'Apprentissage Automatique - CAp 2012, Nancy, France, pp. 16 p. [Rafrafi 2012c]
- G. Tissier, Ch. Tijus, M.‑J. Lesot, B. Bouchon‑Meunier, G. Moyse, Y. Pupulin : “Commande oculaire de caméras 3D”, Workshop " Eye-tracking, Regard & Interaction " - DEFISENS, Paris, France [Tissier 2012]