As an Assistant Professor in Computer Science and Engineering, my commitment to teaching and research drives me to explore innovative solutions and disseminate knowledge effectively. I firmly believe in lifelong learning, knowledge-sharing, and teamwork as the foundation of both personal and professional growth. By collaborating with peers and guiding students, I aim to make meaningful contributions to academia, industry, and society.
|
PhD in CSE NIT Durgapur - 2025 |
|
MTech in IT Jadavpur University - 2008 |
|
BE in IT University Institute of Technology, The University of Burdwan - 2004 |
|
Higher Secondary Burdwan Ram Krishna Sarada Pith Uchcha Vidyalaya - 1999 |
|
Madhyamik Burdwan Ram Krishna Sarada Pith Uchcha Vidyalaya - 1997 |
| Teaching | Research | Industry |
|---|---|---|
| 204 | 84 | 48 |
| Year | Title | Journal | DOI | Link |
|---|---|---|---|---|
| 27-05-2024 | SVM-RLF-DNN: A DNN with reliefF and SVM for automatic identification of COVID from chest X-ray and CT images | Digital Health (SAGE Publications) | DOI | View |
| 30-11-2023 | Prevention of Empty Clusters and Incomplete Data Problems using Modified K-Means and Gaussian Mixture Model | International Journal of Computer Sciences and Engineering | DOI | View |
| 30-11-2023 | A Comparative Study of Popular Multiclass SVM Classification Techniques and Improvement over Directed Acyclic Graph SVM | International Journal of Computer Sciences and Engineering | DOI | View |
| 30-11-2023 | An Empirical Comparison and Effect of Clustering Massive Data on Association Rule Mining | International Journal of Computer Sciences and Engineering | DOI | View |
| 30-11-2023 | An Empirical Comparison of Linear and Non-linear Classification Using Support Vector Machines | International Journal of Computer Sciences and Engineering | DOI | View |
| 22-11-2023 | LM-DNN: pre-trained DNN with LSTM and cross fold validation for detecting viral pneumonia from chest CT | Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization (Taylor & Francis) | DOI | View |
| 21-04-2023 | ADU-Net: An Attention Dense U-Net based deep supervised DNN for automated lesion segmentation of COVID-19 from chest CT images | Biomedical Signal Processing and Control (Elsevier) | DOI | View |
| 25-01-2017 | Applying rule-based classification techniques to medical databases: an empirical study | International Journal of Business Intelligence and Systems Engineering (Inderscience) | DOI | View |
| 01-11-2015 | Data Classification based on Decision Tree, Rule Generation, Bayes and Statistical Methods: An Empirical Comparison | International Journal of Computer Applications (Foundation of Computer Science, USA) | DOI | View |
| 01-09-2013 | Data mining and soft computing using support vector machine: A survey | International Journal of Computer Applications (Foundation of Computer Science, USA) | DOI | View |
| Year | Title | Conference | DOI | Link |
|---|---|---|---|---|
| 2025 | A Hybrid Model using CNN and Genetic Algorithm for Pattern Classification of Interstitial Lung Disease | IEEE 2025 International Conference on Computing, Intelligence, and Application (CIACON 2025) | DOI | View |
| 2025 | AI Waste Bin using Edge IoT and Deep Learning for Restricting Animal Access and Allowing Humans | IEEE 2025 International Conference on Computing, Intelligence, and Application (CIACON 2025) | DOI | View |
| 2025 | DNN-Reg: A Deep Neural Network for Brain Hemorrhage Deformed CT Image Registration | IEEE 2025 International Conference on Computing, Intelligence, and Application (CIACON 2025) | DOI | View |
| 2024 | Lung-UNet: A Modified UNet-Based DNN for COVID Lung Segmentation from Chest X-Ray and CT-Scan Images | Analytics Global Conference 2024, Communications in Computer and Information Science (CCIS), Springer | DOI | View |
| 2024 | AUNet-MHA: An Attention U-Net based Multi-Head Self Attention for Lung Lesion Segmentation from CT Images | 3rd International Conference on Machine Learning and Data Engineering (ICMLDE 2023) (Procedia Computer Science, Elsevier) | DOI | View |
| 2024 | ViT-ILD: A Vision Transformer-based Neural Network for Detection of Interstitial Lung Disease from CT Images | 3rd International Conference on Machine Learning and Data Engineering (ICMLDE 2023) (Procedia Computer Science, Elsevier) | DOI | View |
| 2024 | DNN-ILD: a transfer learning-based deep neural network for automated classification of interstitial lung disease from CT images | 2nd International Conference on Machine learning, Deep learning and Computational intelligence for Wireless Communication (MDCWC 2023) (Signals and Communication Technology, Springer) | DOI | View |
| 2024 | Storage and Organisation of Geospatial Data in Distributed Blockchain Using IPFS | 3rd International Conference on Emergent Converging Technologies and Biomedical Systems (ETBS 2023) (Lecture Notes in Electrical Engineering, Springer) | DOI | View |
| 2023 | Non-rigid Registration of De-noised Ultrasound Breast Tumors in Image Guided Breast-Conserving Surgery | International Conference on Intelligent Systems and Human Machine Collaboration (ICISHMC 2022) (Lecture Notes in Electrical Engineering, Springer) | DOI | View |
| SL. No. | Committee Name | Duration | Year |
|---|---|---|---|
| 1 | CSE ACADEMIC AUDIT | 20-01-2026 - 20-04-2026 | 2026 |
| 2 | CSE DEPARTMENTAL R&D | 20-01-2026 - 20-04-2026 | 2026 |
| 3 | CSE PROGRAM ASSESSMENT & QUALITY IMPROVEMENT | 20-01-2026 - 20-04-2026 | 2026 |
| 4 | CSE STUDENT ACADEMIC FEEDBACK | 20-01-2026 - 20-04-2026 | 2026 |
| 5 | CSE TIME TABLE COMMITTEE | 01-09-2025 - 20-04-2026 | 2025 |