publications

2023

  1. ICLR-MLES
    Characterizing Financial Market Coverage using Artificial Intelligence
    Jean Marie Tshimula, D’Jeff K Nkashama, Patrick Owusu, and 7 more authors
    In MLDM 2023: 18th International Conference on Machine Learning and Data Mining 2023
    HTML PDF
  2. ICMHI
    Redesigning Electronic Health Record Systems to Support Developing Countries
    Jean Marie Tshimula, D’Jeff K Nkashama, Kalonji Kalala, and 5 more authors
    In 7th International Conference on Medical and Health Informatics (ICMHI 2023) 2023
    HTML PDF

2022

  1. CISA-ICSJWG
    The Anomaly Detection Systems defense weaponry for internal cyber threats in Industrial Control Systems
    Thibaud Ecarot, Djeff Kanda Nkashama, Marc Frappier, and 1 more author
    In Industrial Control Systems Joint Working Group (ICSJWG) 2022
    HTML PDF
  2. ICML-ML4CY
    Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems
    D’Jeff K Nkashama, Soltani Arian, Jean-Charles Verdier, and 3 more authors
    In Workshop on Machine Learning for Cybersecurity, International Conference on Machine Learning 2022
    HTML PDF
  3. ICLR-MLES
    A Revealing Large-Scale Evaluation of Unsupervised Anomaly Detection Algorithms
    Maxime Alvarez*, Jean-Charles Verdier*, D’Jeff K Nkashama*, and 3 more authors
    In Workshop on Setting up ML Evaluation Standards to Accelerate Progress, International conference on learning representations 2022
    HTML PDF