Équipes actuelles : | ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
Ancienne équipe : | ACASA |
- M. CHEVALIER, N. Thome, M. Cord, J. Fournier, G. Henaff, E. Dusch : “LR-CNN FOR FINE-GRAINED CLASSIFICATION WITH VARYING RESOLUTION”, IEEE International Conference on Image Processing, Québec city, Canada [CHEVALIER 2015]
- L. DOS SANTOS, B. Piwowarski, P. Gallinari : “Graph Based Method Approach to the ImageCLEF2015 Task1 - Image Annotation”, Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, Toulouse, France, September 8-11, 2015., vol. 1391, CEUR Workshop Proceedings, Toulouse, France, (CEUR-WS.org) [DOS SANTOS 2015]
- Th. Durand, N. Thome, M. Cord : “MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking”, IEEE International Conference on Computer Vision (ICCV15), Santiago, Chile [Durand 2015]
- L.‑A. Gauthier, B. Piwowarski, P. Gallinari : “Polarité des jugements et des interactions pour le filtrage collaboratif et la prédiction de liens sociaux”, CORIA 2015 - Conférence en Recherche d'Infomations et Applications - 12th French Information Retrieval Conference, Paris, France, March 18-20, 2015., Paris, France, pp. 139-154 [Gauthier 2015a]
- L.‑A. Gauthier, P. Gallinari, B. Piwowarski : “Leveraging Rating Behavior to Predict Negative Social Ties”, IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Paris, France, pp. 623-628, (ACM) [Gauthier 2015b]
- Th. Gisselbrecht, L. Denoyer, P. Gallinari, S. Lamprier : “Apprentissage en temps réel pour la collecte d'information dans les réseaux sociaux.”, CORIA 2015 - Conférence en Recherche d'Infomations et Applications, Paris, France, pp. 7-22 [Gisselbrecht 2015b]
- Th. Gisselbrecht, P. Gallinari, S. Lamprier, L. Denoyer : “WhichStreams: A Dynamic Approach for Focused Data Capture from Large Social Media”, Ninth International Conference on Web and Social Media, ICWSM 2015, Oxford, United Kingdom, pp. 130-139 [Gisselbrecht 2015c]
- Th. Gisselbrecht, S. Lamprier, P. Gallinari : “Policies for Contextual Bandit Problems with Count Payoffs.”, 27th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2015, Vietri Sul Mare, Italy, pp. 542-549, (IEEE) [Gisselbrecht 2015d]
- E. Guardia‑Sebaoun, V. Guigue, P. Gallinari : “Latent Trajectory Modeling: a Light and Efficient Way to Introduce Time in Recommender Systems”, RecSys, Vienne, Austria [Guardia-Sebaoun 2015]
- S. Lamprier, S. Bourigault, P. Gallinari : “Extracting Diffusion Channels from Real-World Social Data: a Delay-Agnostic Learning of Transmission Probabilities”, International Conference on Advances in Social Networks Analysis and Mining 2015, Paris, France [Lamprier 2015b]
- M. Law, N. Thome, S. Gançarski, M. Cord : “Apprentissage de métrique appliqué à la détection de changement de page Web et aux attributs relatifs”, CORIA 2015 - Conférence en Recherche d'Infomations et Applications - 12th French Information Retrieval Conference, Paris, France [Law 2015]
- C. Le Barz, N. Thome, M. Cord, S. Herbin, M. Sanfourche : “Absolute geo-localization thanks to Hidden Markov Model and exemplar-based metric learning”, 6th international Workshop on Computer Vision in Vehicle Technology, CHICAGO, United States [Le Barz 2015a]
- A. Léon, L. Denoyer : “Reinforced Decision Trees”, European Workshop on Reinforcement Learning - EWRL, Unknown, [Léon 2015]
- L. Pipanmaekaporn, L. Tajtelbom, V. Guigue, Th. Artières : “Designing semantic feature spaces for brain-reading”, ESANN 2015 - 23rd European Symposium on Artificial Neural Networks, Bruges, Belgium, pp. 433-438 [Pipanmaekaporn 2015]
- M. Poussevin, V. Guigue, P. Gallinari : “Extended Recommendation Framework: Generating the Text of a User Review as a Personalized Summary”, 2nd Workshop on New Trends in Content-Based Recommender Systems, ACM RecSys, vol. 1448, CEUR Workshop Proceedings, Vienna, Austria, pp. 34-41, (CEUR-WS.org) [Poussevin 2015a]
- M. Poussevin, V. Guigue, P. Gallinari : “Extraction d'un vocabulaire de surprise par mélange de filtrage collaboratif et d'analyse de sentiments.”, CORIA 2015 - 12ème Conférence en Recherche d'Informations et Applications, Paris, France, pp. 123-138 [Poussevin 2015b]
- R. Puget, N. Baskiotis : “Hierarchical Label Partitioning for Large Scale Classification”, IEEE International Conference on Data Science and Advanced Analytics, DSAA'2015, Paris, France [Puget 2015a]
- R. Puget, N. Baskiotis, P. Gallinari : “Sequential Dynamic Classification for Large Scale Multiclass Problems”, Extreme Classification Workshop at ICML, Lille, France [Puget 2015b]
- X. Wang, D. Kumar, N. Thome, M. Cord, F. Precioso : “RECIPE RECOGNITION WITH LARGE MULTIMODAL FOOD DATASET”, IEEE International Conference on Multimedia & Expo (ICME), workshop CEA, Turin, Italy [wang 2015]
- A. Ziat, G. Contardo, N. Baskiotis, L. Denoyer : “Car-traffic forecasting: A representation learning approach”, Workshop MUD, Mining Urban Data 201, Unknown, [Ziat 2015]