4 papers · 1 filter
Inference with K-means
Alfred K. Adzika, Prudence Djagba
This thesis aims to invent new approaches for making inferences with the k-means algorithm. k-means is an iterative clustering algorithm that randomly assigns k centroids, then ass…
Deep Transfer Learning for Breast Cancer Classification
Prudence Djagba, J. K. Buwa Mbouobda
Breast cancer is a major global health issue that affects millions of women worldwide. Classification of breast cancer as early and accurately as possible is crucial for effective…
Pricing American Options using Machine Learning Algorithms
Prudence Djagba, Callixte Ndizihiwe
This study investigates the application of machine learning algorithms, particularly in the context of pricing American options using Monte Carlo simulations. Traditional models, s…
On Classical Prime Near-ring Modules
P. Djagba, S. Juglal
In 2005, M. Behboodi introduced the notion of a classical prime ring module, which he showed is, in general, nonequivalent to a (Dauns) prime ring module. In this paper, we extende…