Search Results for author: Md. Enamul Haque

Found 4 papers, 0 papers with code

Classification of Human Monkeypox Disease Using Deep Learning Models and Attention Mechanisms

no code implementations21 Nov 2022 Md. Enamul Haque, Md. Rayhan Ahmed, Razia Sultana Nila, Salekul Islam

As the world is still trying to rebuild from the destruction caused by the widespread reach of the COVID-19 virus, and the recent alarming surge of human monkeypox disease outbreaks in numerous countries threatens to become a new global pandemic too.

Transfer Learning

A VAE-Bayesian Deep Learning Scheme for Solar Generation Forecasting based on Dimensionality Reduction

no code implementations24 Mar 2021 Devinder Kaur, Shama Naz Islam, Md. Apel Mahmud, Md. Enamul Haque, Adnan Anwar

This paper proposes a novel Bayesian probabilistic technique for forecasting renewable solar generation by addressing data and model uncertainties by integrating bidirectional long short-term memory (BiLSTM) neural networks while compressing the weight parameters using variational autoencoder (VAE).

Computational Efficiency Dimensionality Reduction +1

Energy Forecasting in Smart Grid Systems: A Review of the State-of-the-art Techniques

no code implementations25 Nov 2020 Devinder Kaur, Shama Naz Islam, Md. Apel Mahmud, Md. Enamul Haque, ZhaoYang Dong

Energy forecasting has a vital role to play in smart grid (SG) systems involving various applications such as demand-side management, load shedding, and optimum dispatch.

Management Probabilistic Deep Learning

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