most citedSleepExplain: Explainable Non-Rapid Eye Movement and Rapid Eye Movement Sleep Stage Classification from EEG Signal

5 citations

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3 papers

physics.flu-dyn2026

An Interpretable Convolutional Neural Network Framework for Fluid Dynamics

Kwame Agyei-Baah, Muhammad Rizwanur Rahman, E. R. Smith

Modelling fluid dynamics with machine learning (ML) has advanced rapidly, yet most data driven approaches remain opaque because they rely on complex architectures to capture nonlin…

cs.LG2026★ 5 cited

SleepExplain: Explainable Non-Rapid Eye Movement and Rapid Eye Movement Sleep Stage Classification from EEG Signal

Rafsan Jany, Md. Hamjajul Ashmafee, Iqram Hussain +1

Classification of sleep stages is one of the most important diagnostic approaches for a variety of sleep-related disorders. Electroencephalography (EEG) is regarded as a powerful t…

cs.SE2026

LoRA-MME: Multi-Model Ensemble of LoRA-Tuned Encoders for Code Comment Classification

Md Akib Haider, Ahsan Bulbul, Nafis Fuad Shahid +2

Code comment classification is a critical task for automated software documentation and analysis. In the context of the NLBSE'26 Tool Competition, we present LoRA-MME, a Multi-Mode…