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
  • 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, July 25th 2020, Virtual (China).
  • Rania Talbi
    Towards Practical Privacy-Preserving Collaborative Machine Learning at a Scale
    2020 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, June 29th 2020, València (Spain).
  • 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 (South Korea).
  • 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, December 13th 2020, Barcelona (Spain).
  • 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, December 13th 2020, Barcelona (online) (Spain), 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, December 9th 2020, Delft (Netherlands).
  • 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
  • Paul Lachat, Nadia Bennani & Veronika Rehn-Sonigo
    Towards an Inference Detection System Against Multi-database Attacks
    New Trends in Databases and Information Systems, pp. 199-209. doi : 10.1007/978-3-030-54623-6_18. HAL : hal-02937370
  • Yanis Meziani, Besma Khalfoun, Sara Bouchenak, Sonia Ben Mokhtar & Vlad Nitu
    Enforcing Adaptive Location Privacy with Federated Learning
    COMPAS 2020 : parallémisme, Architecture, Système/ Temps réel, July 3rd 2020, Lyon (France). HAL : hal-03339363.
  • Thomas Veran, Francois Fouquet & Pierre-Edouard Portier
    Crash prediction for a French highway network with an XAI-informed Bayesian hierarchical model
    2020 IEEE International Conference on Big Data (Big Data), December 13th 2020, Atlanta (France), pp. 1256-1265. doi : 10.1109/BigData50022.2020.9378376. HAL : hal-03241459.
  • Yvan Lucas, Pierre-Edouard Portier, Léa Laporte, Liyun He-Guelton, Olivier Caelen, Michael Granitzer & Sylvie Calabretto
    Towards automated feature engineering for credit card fraud detection using multi-perspective HMMs
    Future Generation Computer Systems, vol. 102, pp. 393-402. doi : 10.1016/j.future.2019.08.029. HAL : hal-02278223.
  • Gerl, A., Meier, B., Becher, S.
    Let Users Control Their Data – Privacy Policy-Based User Interface Design
    In: Ahram, T., Taiar, R., Colson, S., Choplin, A. (eds) Human Interaction and Emerging Technologies. IHIET 2019. Advances in Intelligent Systems and Computing, vol 1018. Springer, Cham. doi: 10.1007/978-3-030-25629-6_123
  • Becher, S., Gerl, A., Meier, B., Bölz, F.
    Big Picture on Privacy Enhancing Technologies in e-Health: A Holistic Personal Privacy Workflow
    Information 2020, 11, 356.
  • S. Becher, A. Gerl and B. Meier
    Don’t Forget the User: From User Preferences to Personal Privacy Policies
    2020 10th International Conference on Advanced Computer Information Technologies (ACIT), 2020, pp. 774-778, doi: 10.1109/ACIT49673.2020.9208810.