23 citations · 43 across the 8 of their papers we have counts for
4 papers · 1 filter
A Green Multi-Attribute Client Selection for Over-The-Air Federated Learning: A Grey-Wolf-Optimizer Approach
Maryam Ben Driss, Essaid Sabir, Halima Elbiaze +2
Federated Learning (FL) has gained attention across various industries for its capability to train machine learning models without centralizing sensitive data. While this approach…
EvoVGM: a Deep Variational Generative Model for Evolutionary Parameter Estimation
Amine M. Remita, Abdoulaye Baniré Diallo
Most evolutionary-oriented deep generative models do not explicitly consider the underlying evolutionary dynamics of biological sequences as it is performed within the Bayesian phy…
ProtNN: Fast and Accurate Nearest Neighbor Protein Function Prediction based on Graph Embedding in Structural and Topological Space
Wajdi Dhifli, Abdoulaye Baniré Diallo
Studying the function of proteins is important for understanding the molecular mechanisms of life. The number of publicly available protein structures has increasingly become extre…
Toward an Efficient Multi-class Classification in an Open Universe
Wajdi Dhifli, Abdoulaye Baniré Diallo
Classification is a fundamental task in machine learning and data mining. Existing classification methods are designed to classify unknown instances within a set of previously know…