Souvik Sengupta

According to our database, Souvik Sengupta authored at least 20 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Integrating state-space modeling, parameter estimation, deep learning, and docking techniques in drug repurposing: a case study on COVID-19 cytokine storm.

Abhisek Bakshi, Kaustav Gangopadhyay, Sujit Basak, Rajat K. De, Souvik Sengupta, Abhijit Dasgupta

J. Am. Medical Informatics Assoc., 2026

2025

Efficient parameter estimation in biochemical pathways: Overcoming data limitations with constrained regularization and fuzzy inference.

Abhisek Bakshi, Souvik Sengupta, Rajat K. De, Abhijit Dasgupta

Expert Syst. Appl., 2025

Bi-Directional Hybrid Attention Feature Pyramid Network for Detecting Diabetic Macular Edema in Retinal Fundus Images.

Nilarun Mukherjee, Souvik Sengupta, Mohammad Nadeem Ahmed, Syed Irfan Yaqoob, Mohammad Rashid Hussain, Abu Taha Zamani

IEEE Access, 2025

INSAG: An Agentic AI Model for Sentiment Analysis from Indian Code-Mixed Language.

Souvik Sengupta, Pampa Saha Ghosh

Proceedings of the Pattern Recognition and Machine Intelligence, 2025

2024

Legislative Text Analysis from Judicial Case Reports Using Machine Learning.

Souvik Sengupta

SN Comput. Sci., June, 2024

Application of deep learning approaches for classification of diabetic retinopathy stages from fundus retinal images: a survey.

Nilarun Mukherjee, Souvik Sengupta

Multim. Tools Appl., April, 2024

Bridging Cognitive Computing with Multi-Cloud Integration.

Souvik Sengupta, Ali Nikoukar, Maria Barros Weiss, Sara Madariaga, Asimakis Lykourgiotis, Athanasios Kordelas, John Beredimas

Proceedings of the 29th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2024

2023

A Hybrid CNN Model for Deep Feature Extraction for Diabetic Retinopathy Detection and Gradation.

Nilarun Mukherjee, Souvik Sengupta

Int. J. Artif. Intell. Tools, December, 2023

Mapping Learner's Query to Learning Objects using Topic Modeling and Machine Learning Techniques.

Souvik Sengupta, Saurabh Pal, Pijush Kanti Dutta Pramanik

Scalable Comput. Pract. Exp., November, 2023

A Review on Machine Learning and Deep Learning Based Approaches in Detection and Grading of Alzheimer's Disease.

Sampa Rani Bhadra, Souvik Sengupta

Proceedings of the Computational Intelligence in Communications and Business Analytics, 2023

2022

Predicting applicable law sections from judicial case reports using legislative text analysis with machine learning.

Souvik Sengupta, Vishwang Dave

J. Comput. Soc. Sci., May, 2022

Possibilities and Challenges of Online Education in India During the COVID-19 Pandemic.

Souvik Sengupta

Int. J. Web Based Learn. Teach. Technol., 2022

2017

LTSA conformance testing to architectural design of LMS using ontology.

Souvik Sengupta, Ranjan Dasgupta

Educ. Inf. Technol., 2017

Architectural design of a LMS with LTSA-conformance.

Souvik Sengupta, Ranjan Dasgupta

Educ. Inf. Technol., 2017

2015

Use of Semi-Formal and Formal Methods in Requirement Engineering of ILMS.

Souvik Sengupta, Ranjan Dasgupta

ACM SIGSOFT Softw. Eng. Notes, 2015

2014

Using Semiformal and Formal Methods in Software Design: An Integrated Approach for Intelligent Learning Management System.

Souvik Sengupta, Ranjan Dasgupta

Proceedings of the Applied Computation and Security Systems - ACSS 2014, 2014

2012

A comparison algorithm to check LTSA Layer 1 and SCORM compliance in e-Learning sites

Souvik Sengupta, Saurabh Pal, Nilanjan Banerjee

CoRR, 2012

Learners' Quanta based Design of a Learning Management System

Souvik Sengupta, Nabendu Chaki, Ranjan Dasgupta

CoRR, 2012

Construction of Learning Path Using Ant Colony Optimization from a Frequent Pattern Graph

Souvik Sengupta, Sandipan Sahu, Ranjan Dasgupta

CoRR, 2012

2010

A Data Mining Approach to Determine an Efficient Learning Path.

Souvik Sengupta, Ranjan Dasgupta

Proceedings of the 2010 International Conference on E-Learning, 2010