Équipes actuelles : | ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
Ancienne équipe : | ACASA |
- Th. Artières, G. Contardo, L. Denoyer : “Recurrent Neural Networks for Adaptive Feature Acquisition”, 23rd International Conference on Neural Information Processing (ICONIP 2016), vol. 9949, Lecture Notes in Computer Science, Kyoto, Japan, pp. 591-599, (Springer) [Artières 2016]
- L. Ben Jabeur, L. Soulier, L. Tamine, P. Mousset : “A Product Feature-based User-Centric Ranking Model for E-Commerce Search”, Conference on Multilingual and Multimodal Information Access Evaluation (CLEF 2016), Evora, Portugal [Ben Jabeur 2016a]
- L. Ben Jabeur, L. Soulier, P. Mousset, L. Tamine : “Living Ranking: from online to real-time information retrieval evaluation”, 7th International Conference of the CLEF Association, Evora, Portugal [Ben Jabeur 2016b]
- M. Blot, M. Cord, N. Thome : “Max-min convolutional neural networks for image classification”, Image Processing (ICIP), 2016 IEEE International Conference on, Phoenix, United States, pp. 3678-3682, (IEEE) [Blot 2016a]
- M. Blot, M.‑J. Lesot, M. Detyniecki : “Transformation-based constraint-guided Generalised Modus Ponens”, Proc. of the IEEE WCCI International Conference, Vancouver, Canada [Blot 2016b]
- S. Bourigault, S. Lamprier, P. Gallinari : “Apprentissage de Représentations Probabilistes pour la Prédiction de Diffusions d’Informations sur les Réseaux Sociaux”, COnférence en Recherche d'Information et Applications 2016 (CORIA), Toulouse, France, pp. 89-104 [Bourigault 2016a]
- S. Bourigault, S. Lamprier, P. Gallinari : “Learning Distributed Representations of Users for Source Detection in Online Social Networks”, ECML PKDD 2016 - European Conference on Machine Learning and Knowledge Discovery in Databases, vol. 9852, Lecture Notes in Computer Science, Riva del Garda, Italy, pp. 265-281, (Springer) [Bourigault 2016b]
- S. Bourigault, S. Lamprier, P. Gallinari : “Representation Learning for Information Diffusion through Social Networks: an Embedded Cascade Model”, International Conference on Web Search and Data Mining, San Francisco, United States, pp. 573-582, (ACM) [Bourigault 2016c]
- M. Carvalho, M. Cord, S. Avila, N. Thome, E. Valle : “Deep Neural Networks Under Stress”, IEEE International Conference on Image Processing (ICIP 2016), Phoenix, AZ, United States [Carvalho 2016]
- M. CHEVALIER, N. Thome, M. Cord, J. Fournier, G. Henaff, E. Dusch : “LOW RESOLUTION CONVOLUTIONAL NEURAL NETWORK FOR AUTOMATIC TARGET RECOGNITION”, 7th International Symposium on Optronics in Defence and Security, Paris, France [CHEVALIER 2016]
- G. Contardo, L. Denoyer, Th. Artières : “Sequential Cost-Sensitive Feature Acquisition”, IDA 2016, Unknown, [Contardo 2016]
- C. Delauney, N. Baskiotis, V. Guigue : “Trajectory Bayesian Indexing : The Airport Ground Traffic Case”, ITSC 2016 - 19th IEEE Intelligent Transportation Systems Conference, Rio de Janeiro, Brazil [Delauney 2016]
- N. Despres, S. Lamprier, B. Piwowarski : “Apprentissage de Modèles de Langue Neuronaux pour la Recherche d'Information”, Conférence en Recherche d'Infomations et Applications, Toulouse, France, pp. 717-732 [Despres 2016]
- Ch. Dias , V. Guigue, P. Gallinari : “Recommandation et analyse de sentiments dans un espace latent textuel”, CORIA, Toulouse, France [Dias 2016]
- L. DOS SANTOS, B. Piwowarski, P. Gallinari : “Multilabel classification on heterogeneous graphs with gaussian embeddings”, ECML-PKDD 2016, Riva del garda, Italy [DOS SANTOS 2016]
- Th. Durand, N. Thome, M. Cord : “WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks”, 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, NV, United States [Durand 2016]
- Th. Gisselbrecht, S. Lamprier, P. Gallinari : “Bandit Contextuel pour la Capture de Données Temps Réel sur les Médias Sociaux”, Semaine du Document Numérique et de la Recherche d'Information (SDNRI 2016), Toulouse, France, pp. 57-72 [Gisselbrecht 2016a]
- Th. Gisselbrecht, S. Lamprier, P. Gallinari : “Dynamic Data Capture from Social Media Streams: A Contextual Bandit Approach.”, Tenth International Conference on Web and Social Media, ICWSM 2016, Cologne, Germany, pp. 130-139 [Gisselbrecht 2016b]
- Th. Gisselbrecht, S. Lamprier, P. Gallinari : “Linear Bandits in Unknown Environments”, ECML PKDD 2016 - European Conference on Machine Learning and Knowledge Discovery in Databases, vol. 9852, Lecture Notes in Computer Science, Riva Del Garda, Italy, pp. 282-298, (Springer) [Gisselbrecht 2016c]
- E. Guardia‑Sebaoun, V. Guigue, P. Gallinari : “Apprentissage de trajectoires temporelles pour la recommandation dans les communautés d’utilisateurs”, CAp, Marseille, France [Guardia-Sebaoun 2016]
- Z. Kraljevic, N. Baskiotis, B. Piwowarski, P. Gallinari : “Représentation temporelle des mots : application au clustering de micro-blogs.”, Conférence en Recherche d'Infomations et Applications, Toulouse, France, pp. 531-544 [Kraljevic 2016]
- A. Léon, L. Denoyer : “Policy-gradient methods for Decision Trees”, ESANN - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Unknown, [Léon 2016]
- G.‑H. Nguyen, L. Soulier, L. Tamine, N. Bricon‑Souf : “IRIT @ TREC 2016 Clinical Decision Support Track”, Text REtrieval Conference (TREC 2016), Gaithersburg, MD, United States [Nguyen 2016a]
- G.‑H. Nguyen, L. Tamine, L. Soulier, N. Bricon‑Souf : “Toward a Deep Neural Approach for Knowledge-Based IR”, Neu-IR ’16 SIGIR Workshop on Neural Information Retrieval, Pise, Italy, (ACM) [Nguyen 2016b]
- O. Schwander, S. Marchand‑Maillet, F. Nielsen : “Comix: Joint Estimation and Lightspeed Comparison of Mixture Models”, ICASSP 2016, Shanghai, China [Schwander 2016]
- D. Sileo , V. Guigue : “Apprentissage relationnel pour la recommandation et la prédiction de données manquantes”, CAp, Marseille, France [Sileo 2016]
- L. Soulier, L. Ben Jabeur, P. Mousset, L. Tamine : “Quels facteurs de pertinence pour la recherche de produits e-commerce ?”, CORIA 2016 - Conférence en Recherche d'Informations et Applications- 13th French Information Retrieval Conference. CIFED 2016 Colloque International Francophone sur l'Ecrit et le Document, Toulouse, France [Soulier 2016a]
- L. Soulier, L. Tamine, G.‑H. Nguyen : “Answering Twitter Questions: a Model for Recommending Answerers through Social Collaboration”, Proceedings of the 25th ACM International Conference on Information and Knowledge Management, Indianapolis, United States, pp. 267-276 [Soulier 2016c]
- L. Tamine, L. Soulier : “Collaborative Information Retrieval: Concepts, Models and Evaluation”, Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings, vol. 9626, Lecture Notes in Computer Science, Padua, Italy, pp. 885-888, (Springer) [Tamine 2016a]
- L. Tamine, L. Soulier : “Collaborative Information Retrieval: Frameworks, Theoretical Models, and Emerging Topics”, The 2nd ACM International Conference on the Theory of Information Retrieval (ICTIR 2016), Newark, DE, United States [Tamine 2016b]
- L. Tamine, L. Soulier, L. Ben Jabeur, F. Amblard, Ch. Hanachi, G. Hubert, C. Roth : “Social Media-Based Collaborative Information Access: Analysis of Online Crisis-Related Twitter Conversations”, HT '16: Proceedings of the 27th ACM Conference on Hypertext and Social Media, Halifax, Nova Scotia, Canada, pp. 159-168, (ACM: Association for Computing Machinery) [Tamine 2016c]
- E. Tonnelier, N. Baskiotis, V. Guigue, P. Gallinari : “Smart card in public transportation: designing a analysis system at the human scale”, ITSC, Rio de Janeiro, Brazil [Tonnelier 2016]
- X. Wang, N. Thome, M. Cord : “GAZE LATENT SUPPORT VECTOR MACHINE FOR IMAGE CLASSIFICATION”, IEEE International Conference on Image Processing (ICIP), Phoenix, AZ, United States [wang 2016]
- A. Ziat, B. Leroy, N. Baskiotis, L. Denoyer : “Joint prediction of road-traffic and parking occupancy over a city with representation learning”, 19th IEEE International Conference on Intelligent Transportation Systems, Rio de Janeiro, Brazil [Ziat 2016a]
- A. Ziat, G. Contardo, N. Baskiotis, L. Denoyer : “Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series”, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - ESANN, Unknown, [Ziat 2016b]