2 papers
cs.LG2025
Exploring the Relationship between Brain Hemisphere States and Frequency Bands through Classical Machine Learning and Deep Learning Optimization Techniques with Neurofeedback
Robiul Islam, Dmitry I. Ignatov, Karl Kaberg +1
This study investigates the performance of classifiers across EEG frequency bands, evaluating efficient class prediction for the left and right hemispheres using various optimisers…
cs.NE2021
Evolutionary Algorithm for Graph Coloring Problem
Robiul Islam, Arup Kumar Pramanik
The graph coloring problem (GCP) is one of the most studied NP-HARD problems in computer science. Given a graph , the task is to assign a color to all vertices such that no vertice…