Soumyabrata Dev

Research interests

Publications

• Advances in solar forecasting: Computer vision with deep learning

  Advances in Applied Energy · 2023 · 10.1016/j.adapen.2023.100150

• Using U-Net network for efficient brain tumor segmentation in MRI images

  Healthcare Analytics · 2022 · 10.1016/j.health.2022.100098

• A predictive analytics approach for stroke prediction using machine learning and neural networks

  Healthcare Analytics · 2022 · https://doi.org/10.1016/j.health.2022.100032

• Analyzing the impact of feature selection on the accuracy of heart disease prediction

  Healthcare Analytics · 2022 · 10.1016/j.health.2022.100060

• ANNet: A Lightweight Neural Network for ECG Anomaly Detection in IoT Edge Sensors

  IEEE Transactions on Biomedical Circuits and Systems · 2022 · 10.1109/tbcas.2021.3137646

• Network Anomaly Detection Using LSTM Based Autoencoder

  Journal · 2020 · https://doi.org/10.1145/3416013.3426457

• DDoSNet: A Deep-Learning Model for Detecting Network Attacks

  · 2020 · 10.1109/wowmom49955.2020.00072

• A systematic analysis of meteorological variables for PV output power estimation

  Renewable Energy · 2020 · 10.1016/j.renene.2020.01.150

• Predicting Stroke from Electronic Health Records

  · 2019 · 10.1109/embc.2019.8857234

• CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation

  IEEE Geoscience and Remote Sensing Letters · 2019 · 10.1109/lgrs.2019.2912140

• Color-Based Segmentation of Sky/Cloud Images From Ground-Based Cameras

  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2016 · 10.1109/jstars.2016.2558474

Current projects

No projects listed.