3 papers
eess.IV2026
Universal Latent Homeomorphic Manifolds: A Framework for Cross-Domain Representation Unification
Tong Wu, Tayab Uddin Wara, Daniel Hernandez +1
We present the Universal Latent Homeomorphic Manifold (ULHM), a framework that unifies semantic representations (e.g., human descriptions, diagnostic labels) and observation-driven…
cs.LG2025
A Systematic Review on Sleep Stage Classification and Sleep Disorder Detection Using Artificial Intelligence
Tayab Uddin Wara, Ababil Hossain Fahad, Adri Shankar Das +1
Sleep is vital for people's physical and mental health, and sound sleep can help them focus on daily activities. Therefore, a sleep study that includes sleep patterns and sleep dis…
cs.LG2024
Risk factor identification and classification of malnutrition among under-five children in Bangladesh: Machine learning and statistical approach
Tasfin Mahmud, Tayab Uddin Wara, Chironjeet Das Joy
This study aims to understand the factors that resulted in under-five children's malnutrition from the Multiple Indicator Cluster (MICS-2019) nationwide surveys and classify differ…