S
Soumyajit Saha
Researcher at Future Institute of Engineering and Management
Publications - 5
Citations - 100
Soumyajit Saha is an academic researcher from Future Institute of Engineering and Management. The author has contributed to research in topics: Feature selection & Devanagari. The author has an hindex of 2, co-authored 3 publications receiving 32 citations.
Papers
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Journal ArticleDOI
A bi-stage feature selection approach for COVID-19 prediction using chest CT images
Shibaprasad Sen,Soumyajit Saha,Somnath Chatterjee,Seyedali Mirjalili,Seyedali Mirjalili,Ram Sarkar +5 more
TL;DR: Saha et al. as mentioned in this paper proposed a bi-modular hybrid model to detect COVID-19 from the chest CT images, which used a Convolutional Neural Network (CNN) architecture to extract features from the Chest CT images and used a Bi-Stage Feature Selection (FS) approach to find out the most relevant features for the prediction of COVID and non-COVID cases from theChest CT images.
Journal ArticleDOI
Feature Selection for Facial Emotion Recognition Using Cosine Similarity-Based Harmony Search Algorithm
Soumyajit Saha,Manosij Ghosh,Soulib Ghosh,Shibaprasad Sen,Pawan Kumar Singh,Zong Woo Geem,Ram Sarkar +6 more
TL;DR: A feature selection (FS) technique called the supervised filter harmony search algorithm (SFHSA) based on cosine similarity and minimal-redundancy maximal-relevance (mRMR) that effectively optimized the feature vectors and made notable improvements in overall classification accuracy.
Journal ArticleDOI
A Two-Stage Deep Feature Selection Method for Online Handwritten Bangla and Devanagari Basic Character Recognition
Ankan Bhattacharyya,Rajatsubhra Chakraborty,Soumyajit Saha,Shibaprasad Sen,Ram Sarkar,Kaushik Roy +5 more
Journal ArticleDOI
A Two-Stage Deep Feature Selection Method for Online Handwritten Bangla and Devanagari Basic Character Recognition
Ankan Bhattacharyya,Rajatsubhra Chakraborty,Soumyajit Saha,Shibaprasad Sen,Ram Sarkar,Kaushik Roy +5 more
Book ChapterDOI
Recognition of Online Handwritten Bangla and Devanagari Basic Characters: A Transfer Learning Approach
Rajatsubhra Chakraborty,Soumyajit Saha,Ankan Bhattacharyya,Shibaprasad Sen,Ram Sarkar,Kaushik Roy +5 more
TL;DR: In this article, the authors explored the transfer learning approach to recognize online handwritten Bangla and Devanagari basic characters and compared the outcomes of both the procedures (i.e., running from scratch and by using pre-trained models).