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

• Rémi Canillas, Omar Hasan, Laurent Sarrat & Lionel Brunie 
  GraphSIF: analyzing flow of payments in a Business-to-Business network to detect supplier impersonation
  Applied Network Science. doi : 10.1007/s41109-020-00283-1. HAL : hal-02989006. 

• Yvan Lucas, Pierre-Edouard Portier, Léa 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 Gan, Diana Nurbakova, Léa 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 Canillas, Omar 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 Lachat, Nadia Bennani & Veronika Rehn-Sonigo
  Towards an Inference Detection System Against Multi-database Attacks
  New Trends in Databases and Information Systems (2020).

•  Omar Hasan, Lionel 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. https://doi.org/10.3390/info11070356

• 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.