| Current teams : | ACASA ALMASTY ALSOC APR BD CIAN ComplexNetworks DECISION DELYS LFI MOCAH MoVe NPA PEQUAN PolSys QI RO SMA SYEL |
| Former team : | Phare |
| Publications MLIA | 2017 | 2018 | 2019 | 2020 | 2021 | Total |
|---|---|---|---|---|---|---|
| Books | 0 | 0 | 0 | 0 | 0 | 0 |
| Edited books | 0 | 2 | 2 | 0 | 0 | 4 |
| Journal articles | 4 | 12 | 10 | 6 | 6 | 38 |
| Book chapters | 0 | 0 | 0 | 0 | 0 | 0 |
| Conference papers | 23 | 33 | 43 | 26 | 40 | 165 |
| Habilitations | 0 | 0 | 0 | 1 | 1 | 2 |
| Theses | 7 | 4 | 9 | 9 | 5 | 34 |
- P. Bellot, L. Cappellato, N. Ferro, J. Mothe, F. Murtagh, J.‑Y. Nie, E. Sanjuan, L. Soulier, Ch. Trabelsi : “CONFERENCE REPORT - Report on CLEF 2018: Experimental IR Meets Multilinguality, Multimodality, and Interaction”, Sigir Forum, vol. 52 (2), pp. 72-82, (Association for Computing Machinery (ACM)) [Bellot 2019a]
- M. Blot, D. Picard, N. Thome, M. Cord : “Distributed Optimization for Deep Learning with Gossip Exchange”, Neurocomputing, vol. 330, pp. 287-296, (Elsevier) [Blot 2019]
- E. Delasalles, A. Ziat, L. Denoyer, P. Gallinari : “Spatio-temporal neural networks for space-time data modeling and relation discovery”, Knowledge and Information Systems (KAIS), vol. 61 (3), pp. 1241-1267, (Springer) [Delasalles 2019a]
- Ch. Dias , C. Gainon de Forsan de Gabriac, V. Guigue, P. Gallinari : “RNN & modèle d’attention pour l’apprentissage de profils textuels personnalisés”, Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, vol. 22 (3), pp. 9-27, (Hermès) [Dias 2019a]
- Th. Durand, N. Thome, M. Cord : “Exploiting Negative Evidence for Deep Latent Structured Models”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 41 (2), pp. 337-351, (Institute of Electrical and Electronics Engineers) [Durand 2019]
- A. Dutta, H. Sahbi : “Stochastic Graphlet Embedding”, IEEE Transactions on Neural Networks and Learning Systems, vol. 30 (8), pp. 2369-2382, (IEEE) [Dutta 2019]
- M. Jiu, H. Sahbi : “Deep representation design from deep kernel networks”, Pattern Recognition, vol. 88, pp. 447-457, (Elsevier) [Jiu 2019]
- S. Lamprier, Th. Gisselbrecht, P. Gallinari : “Contextual Bandits with Hidden Contexts: a Focused Data Capture From Social Media Streams”, Data Mining and Knowledge Discovery, 33, pp. 1853-1893, (Springer) [Lamprier 2019c]
- L. Tamine, L. Soulier, G.‑H. Nguyen, N. Souf : “Offline versus Online Representation Learning of Documents Using External Knowledge”, ACM Transactions on Information Systems, vol. 37 (4), pp. 42:1-42:34, (Association for Computing Machinery) [Tamine 2019]
- Y. Zhao, H. Feng, P. Gallinari : “Embedding Learning with Triple Trustiness on Noisy Knowledge Graph”, Entropy, vol. 21 (11), pp. 1083, (MDPI) [Zhao 2019]