Sugata Munshi

Cross-correlation aided support vector machine classifier for classification of EEG signals

Suryannarayana Chandaka, Amitava Chatterjee, Sugata Munshi · Expert Systems with Applications · 2007 · 258 citations

Data Classification, Support Vector Machine, Classification Method +11

Obstructive sleep apnoea detection using convolutional neural network based deep learning framework

Debangshu Dey, Sayanti Chaudhuri, Sugata Munshi · Biomedical Engineering Letters · 2017 · 140 citations · Full text

Sleep Disorders, Sleep, Sleep Medicine +8

Integration of morphological preprocessing and fractal based feature extraction with recursive feature elimination for skin lesion types classification

Saptarshi Chatterjee, Debangshu Dey, Sugata Munshi · Computer Methods and Programs in Biomedicine · 2019 · 116 citations

Dermoscopic Image, Image Analysis, Engineering +11

Wavelet Kernel based Convolutional Neural Network for Localization of Partial Discharge Sources within a Power Apparatus

Biswarup Ganguly, Sayanti Chaudhury, Subrata Biswas et al. · IEEE Transactions on Industrial Informatics · 2020 · 95 citations

Electrical Engineering, Convolutional Neural Network, Image Analysis +13

Correlation technique and least square support vector machine combine for frequency domain based ECG beat classification

Saibal Dutta, Amitava Chatterjee, Sugata Munshi · Medical Engineering & Physics · 2010 · 94 citations