Équipes actuelles : | ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
Ancienne équipe : | ACASA |
- M.‑R. Amini, N. Usunier : “Transductive Learning over Automatically Detected Themes for Multi-Document Summarization”, Proceedings of the 34th Annual ACM SIGIR Conference (SIGIR 2011), Beijing, China, pp. 1193-1194, (ACM) [Amini 2011]
- S. Avila, N. Thome, M. Cord, E. Valle, A. De Albuquerque Araújo : “BOSSA: extended BoW formalism for image classification”, IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, pp. 2909-2912, (IEEE) [Avila 2011]
- Th. Bärecke, B. Bouchon‑Meunier, M. Detyniecki : “Fuzzy Present Value”, IEEE Symposium on Computational Intelligence for Financial Engineering & Economics (IEEE CIFEr), Paris, France, pp. 75-80, (IEEE) [Bärecke 2011a]
- Th. Bärecke, M.‑J. Lesot, H. Akdag, B. Bouchon‑Meunier : “Prise en compte du réseau de sources pour la fusion d’informations”, Atelier Fouille de données complexes, Journées Francophones Extraction et Gestion des Connaissances, EGC'11, vol. RNTI-E-20, Revue des Nouvelles Technologies de l'Information, Brest, France, pp. 323-324 [Bärecke 2011d]
- F. Blanchard, C. De Runz, H. Akdag, M. Herbin : “Représentativité et graphe de représentants : une approche inspirée de la théorie du choix social pour la fouille de données relationnelles”, Atelier Fouille de Données Complexes, Conférence Extraction et Gestion des Connaissances 2011, Brest, France, pp. 73-83 [Blanchard 2011]
- D. Buffoni, C. Calauzènes, P. Gallinari, N. Usunier : “Learning Scoring Functions with Order-Preserving Losses and Standardized Supervision”, The 28th International Conference on Machine Learning (ICML 2011), Bellevue, WA, United States, pp. 825-832 [Buffoni 2011a]
- D. Buffoni, S. Tollari, P. Gallinari : “The importance of the depth for text-image selection strategy in Learning to Rank”, European Conference on Information Retrieval (ECIR 2011), vol. 6611, Lecture Notes in Computer Science, Dublin, Ireland, pp. 743-746, (Springer) [Buffoni 2011b]
- E. BUYUKKAYA, M. ABDALLAH : “A Flexible Connectivity Architecture for Avatar Management in P2P-based Virtual Environments”, ACM/IEEE Workshop on Network and Systems Support for Games (NetGames), Ottawa, Canada, pp. 1-2, (ACM/IEEE) [BUYUKKAYA 2011]
- R. Cavagna, M. ABDALLAH : “A Framework for Experimenting Distributed Connectivity Strategies in DVEs”, ACM/IEEE Workshop on Network and Systems Support for Games (NetGames), Ottawa, Canada, pp. 1-3, (ACM/IEEE) [Cavagna 2011a]
- R. Cavagna, M. ABDALLAH : “Finding the Best Tradeoff Between Multi Resolution Content Reproduction Quality and Multi Resolution Content Reproduction Efficiency”, International Workshop on Massively Multiuser Virtual Environment (MMVE), Qinhuangdao, Hebei, China [Cavagna 2011b]
- 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) [Changuel 2011]
- M. Cisse, Th. Artières, P. Gallinari : “Learning efficient error correcting output codes for large hierarchical multi-class problems”, Workshop on Large Scale Hierarchical Classification (at ECML), Athens, Greece, pp. 37-48 [Cisse 2011]
- S. Clémençon, N. Baskiotis, N. Usunier : “Calibrating SVMs with V-fold penalization”, Proceedings of Neural Information Processing Systems workshop on New Frontiers in Model Order Selection, Sierra Nevada, Spain [Clémençon 2011]
- J.‑R. Coffi, Ch. Marsala, N. Museux : “Hybrid Learning System for Adaptive Complex Event Processing”, International Conference on Adaptive and Intelligent Systems (ICAIS'11), vol. 6943, Lecture Notes in Computer Science, Klagenfurt, Austria, pp. 260-271, (Springer) [Coffi 2011a]
- J.‑R. Coffi, N. Museux, Ch. Marsala : “Interval Logic for Design and Maintenance of Complex Event Processing Systems”, Proceedings of the 5th International Workshop on Event-Driven Business Process Management, vol. 99, Lecture Notes in Business Information Processing, Clermond-Ferrand, France, pp. 407-413, (Springer) [Coffi 2011b]
- B. Delezoide, F. Precioso, Ph. Gosselin, M. Redi, B. Merialdo, L. Granjon, D. Pellerin, M. Rombaut, H. Jégou, R. Vieux, B. Mansencal, J. Benois‑Pineau, S. Ayache, B. Safadi, F. Thollard, G. Quenot, H. Bredin, M. Cord, A. Benoit, P. Lambert, T. Strat, J. Razik, S. Paris, H. Glotin : “IRIM at TRECVID 2011: Semantic Indexing and Instance Search”, TRECVID 2011 - TREC Video Retrieval Evaluation Online, Gaithersburg, MD, United States, pp. 12p., (NIST) [Delezoide 2011]
- M. Detyniecki, Ch. Marsala, M. Rifqi : “Double-linear fuzzy interpolation method”, IEEE International Conference on Fuzzy Systems FUZZIEEE'2011, Taipei, Taiwan, Province of China, pp. 455-462 [Detyniecki 2011b]
- Q.‑Th. Dinh, M. Exbrayat, Ch. Vrain : “Generative Structure Learning for Markov Logic Networks Based on Graph of Predicates”, Proceedings of IJCAI 2011, Barcelona, Spain, pp. 1249-1254 [Dinh 2011]
- G. Dulac‑Arnold, L. Denoyer, P. Gallinari : “Text Classification: A Sequential Reading Approach”, 33rd European Conference on Information Retrieval (ECIR 2011), vol. 6611, Lecture Notes in Computer Science, Dublin, Ireland, pp. 411-423, (Springer Berlin / Heidelberg) [Dulac-Arnold 2011a]
- G. Dulac‑Arnold, L. Denoyer, Ph. Preux, P. Gallinari : “Datum-wise classification. A sequential Approach to sparsity”, ECML PKDD 2011 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, vol. 6911, Lecture Notes in Computer Science, Athens, Greece, pp. 375-390, (Springer) [Dulac-Arnold 2011b]
- L. Gacôgne : “Fixed, random or fuzzy adaptive parameters in an evolutionary algorithm”, IEEE Workshop On Hybrid Intelligent Models And Applications (HIMA), SSCI, Paris, France, pp. 33-38, (IEEE) [Gacôgne 2011]
- Sh. Gao, L. Denoyer, P. Gallinari : “Link pattern prediction with tensor decomposition in multi-relational networks”, CIDM 2011 - IEEE Symposium on Computational Intelligence and Data Mining, Paris, France, pp. 333-340, (IEEE) [Gao 2011a]
- Sh. Gao, L. Denoyer, P. Gallinari : “Prédiction de Liens Temporels en Intégrant les Informations de Contenu et de Structure”, Seconde conférence sur les Modèles et l′Analyse des Réseaux : Approches Mathématiques et Informatique, Grenoble, France, pp. 1-14 [Gao 2011b]
- Sh. Gao, L. Denoyer, P. Gallinari : “Temporal Link Prediction by Integrating Content and Structure Information”, the 20th ACM international conference on Information and knowledge management, CIKM'11, Glasgow, United Kingdom, pp. 1169-1174, (ACM) [Gao 2011c]
- H. Goh, K. Łukasz, J.‑H. Lim, N. Thome, M. Cord : “Learning Invariant Color Features with Sparse Topographic Restricted Boltzmann Machines”, ICIP 2011 - IEEE International Conference on Image Processing, Brussels, Belgium, pp. 1241-1244 [Goh 2011]
- R. Horincar, B. Amann, Th. Artières : “Online Refresh Strategies for RSS Feed Crawlers”, BDA, Rabat, Morocco [Horincar 2011]
- T.‑Y. Huang, Ch. Lin, J.‑R. Jiang, W. Ooi, M. ABDALLAH, Kh. Boussetta : “SYMA: A Synchronous Multihop Architecture for Wireless Ad Hoc Multiplayer Games”, IEEE ICPADS Workshop on Peer-to-Peer Networked Virtual Environments (P2P-NVE), Tainan, Taiwan, Province of China, pp. 793-798, (IEEE) [Huang 2011]
- Y. Jacob, L. Denoyer, P. Gallinari : “Apprentissage des schemas de propagation dans les multi-graphes”, COnférence en Recherche d'Infomations et Applications - CORIA 2011, Avignon, France, pp. 159-174 [Jacob 2011a]
- Y. Jacob, L. Denoyer, P. Gallinari : “Classification and Annotation in Social Corpora using Multiple Relations”, the 20th ACM international conference on Information and knowledge management , CIKM'11, Glasgow, United Kingdom, pp. 1215-1220, (ACM) [Jacob 2011b]
- M.‑J. Lesot, Th. Delavallade, F. Pichon, H. Akdag, B. Bouchon‑Meunier, Ph. Capet : “Proposition of a semi-automatic possibilistic information scoring process”, Proc. of the 7th Conf. of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, Aix-les-Bains, France, pp. 949-956, (Atlantis Press) [Lesot 2011]
- Ch. Marsala, M. Rifqi : “Characterizing Forest of Fuzzy Decision Trees Errors”, Proceedings of the 4th International Conference of the ERCIM WG on COMPUTING & STATISTICS (ERCIM'11), London, United Kingdom [Marsala 2011]
- B. Matuszewski, M. Murphy, David R. Burton, T. Marchant, Ch. Moore, A. Histace, F. Precioso : “Segmentation of Cellular Structures in Actin Tagged Fluorescence Confocal Microscopy Images”, ICIP 2011 - IEEE International Conference on Image Processing, Bruxelles, Belgium, pp. 3081-3084 [Matuszewski 2011]
- L. Meziou, A. Histace, F. Precioso, B. Matuszewski : “Alpha-divergences pour la segmentation par contours actifs basés histogramme : application à la segmentation d'images cellulaires en microscopie confocale tridimensionnelle”, GRETSI'11, Bordeaux, France [Meziou 2011a]
- L. Meziou, A. Histace, F. Precioso, B. Matuszewski : “MRI segmentation using histogram based active contour method: application to prostate MR image analysis”, CARS 2011: Computer Assisted Radiology and Surgery -- Proceedings of the 25th International Congress and Exhibition, Berlin, Germany, June 22 - 25, 2011, vol. 6 (Supplement 1), International Journal of Computer Assisted Radiology and Surgery, Berlin, Germany, pp. s50-s51 [Meziou 2011b]
- R. Minetto, N. Thome, M. Cord, J. Stolfi, F. Precioso, J. Guyomard, Neucimar J. Leite : “Text Detection and Recognition in Urban Scenes”, International Conference on Computer Vision (ICCV): Workshop on Computer Vision for Remote Sensing of the Environment, Barcelona, Spain, pp. 227-234, (IEEE) [Minetto 2011a]
- R. Minetto, N. Thome, M. Cord, Neucimar J. Leite, J. Stolfi : “SNOOPERTRACK: TEXT DETECTION AND TRACKING FOR OUTDOOR VIDEOS”, IEEE International Conference on Image Processing (ICIP), Brussels, Belgium, pp. 505-508, (IEEE) [Minetto 2011b]
- F. Nel, M.‑J. Lesot, Ph. Capet, Th. Delavallade : “Information Propagation on the Web: Data Extraction, Modeling and Simulation”, Fifth International AAAI Conference on Weblogs and Social Media, Barcelona, Spain, pp. 562-565, (AAAI Press) [Nel 2011a]
- F. Nel, M.‑J. Lesot, Ph. Capet, Th. Delavallade : “Modélisation de la propagation de l'information sur le Web : de l'extraction des données à la simulation”, Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances, EGC 2011, vol. RNTI-E-20, Revue des Nouvelles Technologies de l'Information, Brest, France, pp. 587-592 [Nel 2011b]
- D. Pitzalis, F. Niccolucci, M. Cord : “Using LIDO to handle 3D cultural heritage documentation data provenance”, 9th International Workshop on Content-Based Multimedia Indexing (CBMI 2011), Madrid, Spain, pp. 37-42 [Pitzalis 2011]
- B. Pradel, N. Usunier, F. Fogelman‑Soulié, J. Delporte, S. Sean, C. Rouveirol, S. Guerif, F. Dufau‑Joel : “A Case Study in a Recommender System Based on Purchase Data”, ACM International Conference on Knowledge Discovery and Data Mining, San Diego, CA, United States, pp. 377-385, (ACM) [Pradel 2011]
- F. Precioso, M. Cord, D. Gorisse, N. Thome : “Efficient bag-of-feature kernel representation for image similarity search”, ICIP 2011 - IEEE International Conference on Image Processing, Bruxelles, Belgium, pp. 109-112, (IEEE) [Precioso 2011]
- A. Rafrafi, V. Guigue, P. Gallinari : “Réseau de neurones profond et SVM pour la classification de sentiments”, CORIA: COnférence en Recherche d'Information et Applications, Avignon, France, pp. 121-133, (Éditions Universitaires d'Avignon) [Rafrafi 2011b]
- S. Rubrichi, Alexander A. Spengler, P. Gallinari, S. Quaglini : “Preventing Adverse Drug Events by Extracting Information from Drug Fact Sheets”, Proceedings of the Fourth International Symposium for Semantic Mining in Biomedicine, vol. 714, Cambridge, United Kingdom, pp. 6, (CEUR-WS.org) [Rubrichi 2011a]
- S. Rubrichi, S. Quaglini, Alexander A. Spengler, P. Gallinari : “Extracting Information from Summary of Product Characteristics for Improving Drugs Prescription Safety”, 13th Conference on Artificial Intelligence in Medicine (AIME 2011), vol. 6747, Lecture Notes in Computer Science, Bled, Slovenia, pp. 327-337, (Springer) [Rubrichi 2011b]
- Y. Soullard, Th. Artières : “Hybrid HMM and HCRF model for sequence classification”, European Symposium on Artificial Neural Networks (ESANN), Bruges, Belgium, pp. 453-458 [Soullard 2011a]
- Y. Soullard, Th. Artières : “Iterative Refinement of HMM and HCRF for Sequence Classification”, IAPR Workshop on Partially Supervised Learning (PSL), vol. 7081, Lecture Notes in Computer Science, Ulm, Germany, pp. 92-95, (Springer) [Soullard 2011b]
- Ch. Theriault, N. Thome, M. Cord : “HMAX-S: DEEP SCALE REPRESENTATION FOR BIOLOGICALLY INSPIRED IMAGE CATEGORIZATION”, IEEE International Conference on Image Processing, Brussels, Belgium, pp. 1261-1264, (IEEE) [Theriault 2011]
- N. Usunier, M.‑R. Amini, C. Goutte : “Multiview Semi-Supervised Learning for Ranking Multilingual Documents”, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, vol. 6913, Lecture Notes in Computer Science, Athens, Greece, pp. 443-458, (Springer) [Usunier 2011]
- A. Vinel, T.‑M. Do, Th. Artières : “Joint Optimization of Hidden Conditional Random Fields and Non Linear Feature Extraction”, ICDAR 2011 - 11th International Conference on Document Analysis and Recognition, Beijing, China, pp. 513-517, (IEEE) [Vinel 2011a]
- A. Vinel, T.‑M. Do, Th. Artières : “Neuro HCRFs pour l'étiquetage de signaux”, Conférence Francophone d'Apprentissage, Chambéry, France, pp. 409-424, (Presses de l'université des Antilles et de la Guyane) [Vinel 2011b]
- Y. Zhang, B. Matuszewski, A. Histace, F. Precioso : “Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and Segmentation”, Computer Analysis of Images and Patterns, vol. 6854 (1), LNCS, Sevilla, Spain, pp. 51-58 [Zhang 2011b]