12 citations · 28 across the 11 of their papers we have counts for
11 papers
GRAVITY: A Controversial Graph Representation Learning for Vertex Classification
Etienne Gael Tajeuna, Jean Marie Tshimula
In the quest of accurate vertex classification, we introduce GRAVITY (Graph-based Representation leArning via Vertices Interaction TopologY), a framework inspired by physical syste…
Preventing Jailbreak Prompts as Malicious Tools for Cybercriminals: A Cyber Defense Perspective
Jean Marie Tshimula, Xavier Ndona, D'Jeff K. Nkashama +4
Jailbreak prompts pose a significant threat in AI and cybersecurity, as they are crafted to bypass ethical safeguards in large language models, potentially enabling misuse by cyber…
A Systematic Review of Machine Learning in Sports Betting: Techniques, Challenges, and Future Directions
René Manassé Galekwa, Jean Marie Tshimula, Etienne Gael Tajeuna +1
The sports betting industry has experienced rapid growth, driven largely by technological advancements and the proliferation of online platforms. Machine learning (ML) has played a…
Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities
Jean Marie Tshimula, Mitterrand Kalengayi, Dieumerci Makenga +28
Artificial Intelligence (AI) is revolutionizing various fields, including public health surveillance. In Africa, where health systems frequently encounter challenges such as limite…
Psychological Profiling in Cybersecurity: A Look at LLMs and Psycholinguistic Features
Jean Marie Tshimula, D'Jeff K. Nkashama, Jean Tshibangu Muabila +21
The increasing sophistication of cyber threats necessitates innovative approaches to cybersecurity. In this paper, we explore the potential of psychological profiling techniques, p…
A Short Survey of Human Mobility Prediction in Epidemic Modeling from Transformers to LLMs
Christian N. Mayemba, D'Jeff K. Nkashama, Jean Marie Tshimula +12
This paper provides a comprehensive survey of recent advancements in leveraging machine learning techniques, particularly Transformer models, for predicting human mobility patterns…
Characterizing Financial Market Coverage using Artificial Intelligence
Jean Marie Tshimula, D'Jeff K. Nkashama, Patrick Owusu +7
This paper scrutinizes a database of over 4900 YouTube videos to characterize financial market coverage. Financial market coverage generates a large number of videos. Therefore, wa…
Redesigning Electronic Health Record Systems to Support Developing Countries
Jean Marie Tshimula, D'Jeff K. Nkashama, Kalonji Kalala +5
Electronic Health Record (EHR) has become an essential tool in the healthcare ecosystem, providing authorized clinicians with patients' health-related information for better treatm…
Discovering Affinity Relationships between Personality Types
Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang
Psychology research findings suggest that personality is related to differences in friendship characteristics and that some personality traits correlate with linguistic behavior. I…
COVID-19: Detecting Depression Signals during Stay-At-Home Period
Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang
The new coronavirus outbreak has been officially declared a global pandemic by the World Health Organization. To grapple with the rapid spread of this ongoing pandemic, most countr…
Investigating Moral Foundations from Web Trending Topics
Jean Marie Tshimula, Belkacem Chikhaoui, Shengrui Wang
Moral foundations theory helps understand differences in morality across cultures. In this paper, we propose a model to predict moral foundations (MF) from social media trending to…