Evariste Kantshia Bakatubia

CNN-RNN Hybrid Model for Predicting Agricultural Yield from Soil Physico-Chemical Parameters

Evariste Kantshia Bakatubia, Pascaline Kizodisa Mbilankazi, Fortunat Tshimanga Mbuyi, Christian Ntumba Cinema, Charles Djamba Pongembe, Pierre Kamuina Kambayi & Pierre Kafunda Katalay · Asian Journal of Research in Computer Science · 2026

Smart agriculture represents an important challenge for food security and the sustainable optimisation of agricultural production systems. However, accurate agricultural yield prediction remains complex because of the nonlinear interactions among soil physicochemical parameters,...

Open access Research Article 10.9734/ajrcos/2026/v19i7881

Hybrid Packet Learning Approaches for Early Diabetes Detection and Optimization of Therapeutic Strategies: A Comparative Analysis of Stack, Replacement and Reinforcement Models

Joël Mangoma-Joël, Levi Lubaki Budiena, Evariste Kantshia Bakatubia, Thierry Honorius Kanza, Pierre Kafunda Katalay & Richard Kitondua Lubanzadio · Asian Journal of Research in Computer Science · 2026

This thesis focuses on the comparative analysis of ensemble learning methods, including bagging, boosting, and stacking, in the context of early detection of diabetic retinopathy and personalized treatment. The main objective is to propose an intelligent system capable of estimat...

Open access Research Article 10.9734/ajrcos/2026/v19i4846