Publications 2020

  • Romain Mathonat, Diana Nurbakova, Jean-François Boulicaut & Mehdi Kaytoue : « Anytime mining of sequential discriminative patterns in labeled sequences ». Knowledge and Information Systems (KAIS) 2020, pp. 439-476. doi : 10.1007/s10115-020-01523-7. HAL : hal-03000696
  • Elöd Egyed-Zsigmond, Amine Nahid, Sylvie Calabretto: Labelling Companies Referred to in Newspaper Articles. CIRCLE 2020, http://ceur-ws.org/Vol-2621/CIRCLE20\_36.pdf
  • Yvan Lucas, Pierre-Edouard PortierLéa Laporte, Liyun He-Guelton, Olivier Caelen, Michael Granitzer & SylvieCalabretto : Towards automated feature engineering for credit card fraud detection using multi-perspective HMMs. Future Generation Computer Systems (2020) vol. 102, pp. 393-402. doi : 10.1016/j.future.2019.08.029. HAL : hal-02278223..
  • Vikas Jaiman, Sonia Ben Mokhtar & Etienne Rivière : TailX: Scheduling Heterogeneous Multiget Queries to Improve Tail Latencies in Key-Value Stores. 20th International Conference on Distributed Applications and Interoperable Systems, 19 juin 2020, Valletta(Malte).
  • Lu GanDiana NurbakovaLéa Laporte & Sylvie Calabretto : Enhancing Recommendation Diversity using Determinantal Point Processes on Knowledge Graphs. 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 25 juillet 2020, Virtual (Chine).
  • Rania Talbi : Towards Practical Privacy-Preserving Collaborative Machine Learning at a Scale. 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 29 juin 2020, València (Espagne).
  • Rémi CanillasOmar Hasan, Laurent Sarrat & Lionel Brunie : Supplier Impersonation Fraud Detection using Bayesian Inference. 6th IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2020), Busan (Corée du Sud).
  • Irina Ovchinnikova, Liana Ermakova & Diana Nurbakova : Sentiments in Russian Medical Professional Discourse during the Covid-19 Pandemic. 3rd Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media (PEOPLES) collocated with COLING-2020, 13 décembre 2020, Barcelona (Espagne).
  • Liana Ermakova, Diana Nurbakova & Irina Ovchinnikova : « Covid or not Covid? Topic Shift in Information Cascades on Twitter ». 3rd International Workshop on Rumours and Deception in Social Media (RDSM) Collocated with COLING 2020, 13 décembre 2020, Barcelona (on line) (Espagne), pp. 32-37. HAL : hal-03066857.
  • Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra & FrançoisTaïani : FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction. ACM/IFIP Middleware conference, 9 décembre 2020, Delft (Pays-Bas).
  • Paul LachatNadia Bennani & Veronika Rehn-Sonigo : Towards an Inference Detection System Against Multi-database Attacks. New Trends in Databases and Information Systems (2020).
  •  Omar HasanLionel Brunie & Elisa Bertino : Privacy Preserving Reputation Systems based on Blockchain and other Cryptographic Building Blocks: A Survey. Rapport de recherche (2020).
  • Minale Ashagrie Abebe , Joe Tekli, Fekade Getahun, Richard Chbeir, Gilbert Tekli: Generic metadata representation framework for social-based event detection, description, and linkage. Knowl. Based Syst. 188 (2020)