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Soumyabrata Dev
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Ddosnet: A deep-learning model for detecting network attacks
MS Elsayed, NA Le-Khac, S Dev, AD Jurcut
2020 IEEE 21st International Symposium on" A World of Wireless, Mobile and …, 2020
2942020
Network Anomaly Detection Using LSTM Based Autoencoder
M Said Elsayed, NA Le-Khac, S Dev, AD Jurcut
Proceedings of the 16th ACM Symposium on QoS and Security for Wireless and …, 2020
2362020
A predictive analytics approach for stroke prediction using machine learning and neural networks
S Dev, H Wang, CS Nwosu, N Jain, B Veeravalli, D John
Healthcare Analytics 2, 100032, 2022
1752022
Color-based segmentation of sky/cloud images from ground-based cameras
S Dev, YH Lee, S Winkler
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
1582016
A Data-Driven Approach for Accurate Rainfall Prediction
S Manandhar, S Dev, YH Lee, YS Meng, S Winkler
IEEE Transactions on Geoscience and Remote Sensing 57 (11), 9323-9331, 2019
1442019
Analyzing the impact of feature selection on the accuracy of heart disease prediction
MS Pathan, A Nag, MM Pathan, S Dev
Healthcare Analytics 2, 100060, 2022
1282022
A systematic analysis of meteorological variables for PV output power estimation
T AlSkaif, S Dev, L Visser, M Hossari, W van Sark
Renewable Energy 153, 12-22, 2020
1262020
ANNet: a lightweight neural network for ECG anomaly detection in IoT edge sensors
G Sivapalan, KK Nundy, S Dev, B Cardiff, D John
IEEE Transactions on Biomedical Circuits and Systems 16 (1), 24-35, 2022
1122022
Cloudsegnet: A deep network for nychthemeron cloud image segmentation
S Dev, A Nautiyal, YH Lee, S Winkler
IEEE Geoscience and Remote Sensing Letters 16 (12), 1814-1818, 2019
1062019
Predicting Stroke from Electronic Health Records
CS Nwosu, S Dev, P Bhardwaj, B Veeravalli, D John
arXiv preprint arXiv:1904.11280, 2019
1052019
Using U-Net network for efficient brain tumor segmentation in MRI images
J Walsh, A Othmani, M Jain, S Dev
Healthcare Analytics 2, 100098, 2022
852022
WAHRSIS: A low-cost, high-resolution whole sky imager with near-infrared capabilities
S Dev, FM Savoy, YH Lee, S Winkler
SPIE Defense+ Security, 90711L-90711L-10, 2014
822014
Categorization of cloud image patches using an improved texton-based approach
S Dev, YH Lee, S Winkler
2015 IEEE International Conference on Image Processing (ICIP), 422-426, 2015
792015
Machine-Learning Techniques for Detecting Attacks in SDN
MS Elsayed, NA Le-Khac, S Dev, AD Jurcut
2019 IEEE 7th International Conference on Computer Science and Network …, 2019
782019
Ground-Based Image Analysis: A Tutorial on Machine-Learning Techniques and Applications
S Dev, B Wen, YH Lee, S Winkler
IEEE Geoscience and Remote Sensing Magazine 4 (2), 79-93, 2016
702016
Systematic study of color spaces and components for the segmentation of sky/cloud images
S Dev, YH Lee, S Winkler
2014 IEEE International Conference on Image Processing (ICIP), 5102-5106, 2014
632014
Estimating solar irradiance using sky imagers
S Dev, FM Savoy, YH Lee, S Winkler
Atmospheric Measurement Techniques 12 (10), 5417-5429, 2019
622019
Solar Irradiance Forecasting Using Triple Exponential Smoothing
S Dev, T AlSkaif, M Hossari, R Godina, A Louwen, W van Sark
2018 International Conference on Smart Energy Systems and Technologies (SEST …, 2018
552018
Identifying Stroke Indicators Using Rough Sets
MS Pathan, Z Jianbiao, D John, A Nag, S Dev
IEEE Access 8, 210318-210327, 2020
492020
Design of low-cost, compact and weather-proof whole sky imagers for High-Dynamic-Range captures
S Dev, FM Savoy, YH Lee, S Winkler
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
472015
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Articles 1–20