LUBONGO MUEMBE Georgine

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

Optimization of Gradient Descent and Loss Function: Application to Prediction of Depression by Multidimensional Analysis of Key Factors

DJEMBA NSEYA Chantal, KAFUNDA KATALAY Pierre, KITONDUA LUBANZADIO Richard, KASIAMA NGI ONKOR Joseph, LUBONGO MUEMBE Georgine, OKITOLONDA NDJATE Emile & SHAKO KONDE Marie Francine · Asian Journal of Research in Computer Science · 2026

This study explores the application of gradient descent optimization and loss functions for depression prediction through multidimensional analysis of behavioral, psychological, and social factors. A logistic regression model was trained on a set of 1,631 records. Experimental re...

Open access Research Article 10.9734/ajrcos/2026/v19i1803