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Kevin MONGOY BONYOLO

Publications (2)

Machine Learning-based Customer Churn Analysis in Telecommunications Using Support Vector Machines

Joe BALANGA KOKO, Guylit KIALA LUTUMBA, Francis KANGA SALU, Kevin MONGOY BONYOLO, David-Rissy NKUNGA MBUDI, Arnold KIALA WA KIALA, Thanks PEMBELE NTUMBA, Valery LUKEKA BIEMBA, Paslin BOKETSHU PASLIN & HUGGES LANGA KOYEDUA · Asian Journal of Research in Computer Science · 2025

Faced with globalization and increasing competition, the information available via the Internet and the many connected objects continues to increase. This explosion of data, often heterogeneous and from diverse sources, poses major challenges in terms of storage, analysis and exp...

Open access Research Article 10.9734/ajrcos/2025/v18i5648

From Entropy to Compression: Surveying Information-theoretic Signals for Early Malware Detection

Kabeya Tshiseba Cedric, Dionga Ndibu Ornella, LUBONGO MUEMBE Georgine, Gloire Alonda Madomba, Simplice Eale Botuli, Joel Mangoma Joel & Kevin MONGOY BONYOLO · Asian Journal of Research in Computer Science · 2026

Malware continues to evolve in ways that reduce the effectiveness of signature matching and evade analysis environments, creating demand for early detection methods that can flag suspicious binaries before behavior is observed. This article surveys information-theoretic approache...

Open access Research Article 10.9734/ajrcos/2026/v19i3834