Author

Tanmoy Mondal

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#machine learning Preprint Oct 2026

Sea-Net: A Small and Inherently Interpretable Neural Network for Time Series Classification

Traditional time-series classification methods often operate as black boxes, providing a class prediction without indicating which time point or time interval within the series led to that prediction. To improve temporal interpretability, MILLET (Multiple Instance Learning with Temporal Explanation), which combines an...

U. ur Rehman, Tanmoy Mondal · 0 citations