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ORCIDD'Jeff K. Nkashama
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2020 – today
- 2024
[c2]Arian Soltani, D'Jeff K. Nkashama, Jordan F. Masakuna, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza:
Extended Abstract: Assessing Language Models for Semantic Textual Similarity in Cybersecurity. DIMVA 2024: 370-380- [i9]Christian N. Mayemba
, D'Jeff K. Nkashama, Jean Marie Tshimula, Maximilien V. Dialufuma, Jean Tshibangu Muabila, Mbuyi Mukendi Didier, Hugues Kanda, René Manassé Galekwa, Heber Dibwe Fita, Serge Mundele, Kalonji Kalala, Aristarque Ilunga, Lambert Mukendi Ntobo, Dominique Muteba, Aaron Aruna Abedi:
A Short Survey of Human Mobility Prediction in Epidemic Modeling from Transformers to LLMs. CoRR abs/2404.16921 (2024) - [i8]Jean Marie Tshimula, D'Jeff K. Nkashama, Jean Tshibangu Muabila, René Manassé Galekwa, Hugues Kanda, Maximilien V. Dialufuma, Mbuyi Mukendi Didier, Kalala Kalonji, Serge Mundele, Patience Kinshie Lenye, Tighana Wenge Basele, Aristarque Ilunga, Christian N. Mayemba, Nathanaël M. Kasoro, Selain K. Kasereka, Hardy Mikese, Pierre-Martin Tardif, Marc Frappier, Froduald Kabanza, Belkacem Chikhaoui, Shengrui Wang, Ali Mulenda Sumbu, Xavier Ndona, Raoul Kienge-Kienge Intudi:
Psychological Profiling in Cybersecurity: A Look at LLMs and Psycholinguistic Features. CoRR abs/2406.18783 (2024) - [i7]D'Jeff K. Nkashama, Jordan Masakuna Félicien, Arian Soltani, Jean-Charles Verdier, Pierre-Martin Tardif, Marc Frappier, Froduald Kabanza:
Deep Learning for Network Anomaly Detection under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation. CoRR abs/2407.08838 (2024) - [i6]Jean Marie Tshimula, Mitterrand Kalengayi, Dieumerci Makenga, Dorcas Lilonge, Marius Asumani, Déborah Madiya, Élie Nkuba Kalonji, Hugues Kanda, René Manassé Galekwa, Josias Kumbu, Hardy Mikese, Grace Tshimula, Jean Tshibangu Muabila, Christian N. Mayemba, D'Jeff K. Nkashama, Kalonji Kalala, Steve Ataky, Tighana Wenge Basele, Mbuyi Mukendi Didier, Selain K. Kasereka, Maximilien V. Dialufuma, Godwill Ilunga Wa Kumwita, Lionel Muyuku, Jean-Paul Kimpesa, Dominique Muteba, Aaron Aruna Abedi, Lambert Mukendi Ntobo, Gloria M. Bundutidi, Désiré Kulimba Mashinda, Emmanuel Kabengele Mpinga, Nathanaël M. Kasoro:
Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities. CoRR abs/2408.02575 (2024) - [i5]Jordan F. Masakuna, D'Jeff Kanda Nkashama, Arian Soltani, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza:
Impact of Inaccurate Contamination Ratio on Robust Unsupervised Anomaly Detection. CoRR abs/2408.07718 (2024) - 2023
- [c1]Jean Marie Tshimula, D'Jeff K. Nkashama, Kalonji Kalala, Maximilien V. Dialufuma, Mbuyi Mukendi Didier, Hugues Kanda, Jean Tshibangu Muabila, Christian N. Mayemba:
Redesigning Electronic Health Record Systems to Support Developing Countries. ICMHI 2023: 216-221 - [i4]Jean Marie Tshimula, D'Jeff K. Nkashama, Kalonji Kalala, Maximilien V. Dialufuma, Mbuyi Mukendi Didier, Hugues Kanda, Jean Tshibangu Muabila, Christian N. Mayemba:
Redesigning Electronic Health Record Systems to Support Developing Countries. CoRR abs/2302.01281 (2023) - [i3]Jean Marie Tshimula, D'Jeff K. Nkashama, Patrick Owusu, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza, Armelle Brun, Jean-Marc Patenaude, Shengrui Wang, Belkacem Chikhaoui:
Characterizing Financial Market Coverage using Artificial Intelligence. CoRR abs/2302.03694 (2023) - 2022
- [i2]Maxime Alvarez, Jean-Charles Verdier, D'Jeff K. Nkashama, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza:
A Revealing Large-Scale Evaluation of Unsupervised Anomaly Detection Algorithms. CoRR abs/2204.09825 (2022) - [i1]D'Jeff Kanda Nkashama, Arian Soltani, Jean-Charles Verdier, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza:
Robustness Evaluation of Deep Unsupervised Learning Algorithms for Intrusion Detection Systems. CoRR abs/2207.03576 (2022)
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