Publications

2021

• Méta-apprentissage : classification de messages en catégories émotionnelles inconnues en entraînement
  
  • Guibon Gaël
  • Labeau Matthieu
  • Flamein Hélène
  • Lefeuvre Luce
  • Clavel Chloé
  , 2021, pp.199-208.
• River: machine learning for streaming data in Python
  
  • Montiel Jacob
  • Halford Max
  • Mastelini Saulo Martiello
  • Bolmier Geoffrey
  • Sourty Raphaël
  • Vaysse Robin
  • Zouitine Adil
  • Gomes Heitor Murilo
  • Read Jesse
  • Abdessalem Talel
  • Bifet Albert
  Journal of Machine Learning Research, Microtome Publishing, 2021, 22, pp.1-8. (10.48550/arXiv.2012.04740)
  DOI : 10.48550/arXiv.2012.04740
• Un robot capable de calculer sa responsabilité sera-t-il responsable de ses actes?
  
  • Dessalles Jean-Louis
  , 2021.
• Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework
  
  • Fuentes Benoît
  • Richard Gael
  Computing Research Repository, ACM / ArXiv, 2021.
• Power Allocation for Uplink Multiband Satellite Communications with Nonlinear Impairments
  
  • Louchart Arthur
  • Ciblat Philippe
  • Poulliat Charly
  IEEE Communications Letters, Institute of Electrical and Electronics Engineers, 2021, 25 (8), pp.2713-2717. (10.1109/LCOMM.2021.3087408)
  DOI : 10.1109/LCOMM.2021.3087408
• BAYESIAN NODE CLASSIFICATION FOR NOISY GRAPHS
  
  • Hafidi Hakim
  • Ghogho Mounir
  • Ciblat Philippe
  • Swami Ananthram
  , 2021.
• Distributed Learning assisted Fronthaul Compression for Multi-Antenna Uplink C-RAN
  
  • Askri Aymen
  • Zhang Chao
  • Rekaya-Ben Othman Ghaya
  IEEE Access, IEEE, 2021.
• Optimizing Inner Product Masking Scheme by a Coding Theory Approach
  
  • Cheng Wei
  • Guilley Sylvain
  • Carlet Claude
  • Mesnager Sihem
  • Danger Jean-Luc
  IEEE Transactions on Information Forensics and Security, Institute of Electrical and Electronics Engineers, 2021, 16, pp.220-235. (10.1109/TIFS.2020.3009609)
  DOI : 10.1109/TIFS.2020.3009609
• Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging
  
  • Pirovano A.
  • Heuberger H.
  • Berlemont S.
  • Ladjal Saïd
  • Bloch Isabelle
  Machine Learning and Knowledge Extraction, MDPI, 2021, 3 (1), pp.243-262. (10.3390/make3010012)
  DOI : 10.3390/make3010012
• Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation
  
  • Schulze-Forster Kilian
  • Doire Clement S J
  • Richard Gael
  • Badeau Roland
  IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2021. (10.1109/TASLP.2021.3091817)
  DOI : 10.1109/TASLP.2021.3091817
• The Vagueness of Vagueness in Noun Phrases
  
  • Paris Pierre-Henri
  • El Aoud Syrine
  • Suchanek Fabian
  , 2021.
• DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays
  
  • Furnon Nicolas
  • Serizel Romain
  • Essid Slim
  • Illina Irina
  IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2021, 29, pp.2310 - 2323. (10.1109/TASLP.2021.3092838)
  DOI : 10.1109/TASLP.2021.3092838
• Optimal transport between determinantal point processes and application to fast simulation
  
  • Decreusefond Laurent
  • Moroz Guillaume
  Modern Stochastics: Theory and Applications, VTEX, 2021, 8 (2), pp.209--237. (10.15559/21-VMSTA180)
  DOI : 10.15559/21-VMSTA180
• Self-healing Networks via Self-organising Mobile Agents
  
  • Rodriguez Arles
  • Gomez Jonatan
  • Diaconescu Ada
  Journal of Autonomous Agents and Multi-agent Systems (JAAMAS), 2021.
• Les mégadonnées et l'essor de l'intelligence artificielle
  
  • Clémençon Stéphan
  Les Cahiers français : documents d'actualité, La Documentation Française, 2021 (419), pp.68.
• Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier
  
  • Pirovano A.
  • Almeida Leandro G
  • Ladjal Saïd
  • Bloch Isabelle
  • Berlemont S.
  Medical Image Analysis, Elsevier, 2021, 73, pp.102167. (10.1016/j.media.2021.102167)
  DOI : 10.1016/j.media.2021.102167
• Optical injection of mid-infrared extreme events in unilaterally coupled quantum cascade lasers
  
  • Spitz Olivier
  • Herdt Andreas
  • Elsassaer Wolfgang
  • Grillot Frédéric
  , 2021.
• Maximizing the Number of Scheduled Lightpath Demands in Optical Networks by Conflict Graphs
  
  • Hudry Olivier
  International Journal of Mathematics, Statistics and Operations Research, Academic Research Foundations, 2021.
• Feature Clustering for Support Identification in Extreme Regions
  
  • Jalalzai Hamid
  • Leluc Rémi
  Proceedings of Machine Learning Research, PMLR, 2021, 139, pp.4733-4743.
• Self-improving system integration: Mastering continuouschange
  
  • Bellman Kirstie
  • Botev Jean F
  • Diaconescu Ada
  • Esterle Lukas
  • Gruhl Christian
  • Landauer Christopher
  • Lewis Peter R.
  • Nelson Phyllis
  • Pournaras Evangelos
  • Stein Anthony
  • Tomforde Sven
  Future Generation Computer Systems, Elsevier, 2021.
• A Stochastic Geometry Approach to EMF Exposure Modeling
  
  • Gontier Quentin
  • Petrillo Lucas
  • Rottenberg Francois
  • Horlin Francois
  • Wiart Joe
  • Oestges Claude
  • de Doncker Philippe
  IEEE Access, IEEE, 2021, 9, pp.91777-91787. (10.1109/ACCESS.2021.3091804)
  DOI : 10.1109/ACCESS.2021.3091804
• Optimization of wireless sensor networks deployment with coverage and connectivity constraints
  
  • Elloumi Sourour
  • Hudry Olivier
  • Marie Estel
  • Martin Agathe
  • Plateau Agnès
  • Rovedakis Stephane
  Annals of Operations Research, Springer Verlag, 2021, 298 (1-2), pp.183-206. (10.1007/s10479-018-2943-7)
  DOI : 10.1007/s10479-018-2943-7
• Risks and security of internet and systems
  
  • Garcia‐alfaro Joaquin
  • Leneutre Jean
  • Cuppens Nora
  • Yaich Reda
  , 2021, 12528, pp.xi-378. (10.1007/978-3-030-68887-5)
  DOI : 10.1007/978-3-030-68887-5
• Depth for Curve Data and Applications
  
  • de Micheaux Pierre Lafaye
  • Mozharovskyi Pavlo
  • Vimond Myriam
  Journal of the American Statistical Association, Taylor & Francis, 2021, 116 (536), pp.1881-1897. (10.1080/01621459.2020.1745815)
  DOI : 10.1080/01621459.2020.1745815
• Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases
  
  • Weikum Gerhard
  • Dong Xin Luna
  • Razniewski Simon
  • Suchanek Fabian M.
  , 2021, 10 (2-4), pp.108-490. (10.1561/1900000064)
  DOI : 10.1561/1900000064