Sponsored Projects / PublicationS

Sponsored Projects

• Fund Scheme: Science and Engineering Research Board - State University Research Excellence (SERB-SURE) 

• Funding Agency: Govt. of India

• Collaborating Organizations: 

  • Maulana Abul Kalam Azad University of Technology, West Bengal 

  • National Institute of Biomedical Genomics, Kalyani, West Bengal

• Funds: INR 26,68,380

• Duration: 3 Years (January 2024 - January 2027)

• Role: Co-PI

Research Papers In Press

1. Sahitya Mondal, Tapashri Sur, Diganta Sengupta✉ and Chitrita Chaudhuri “MobileNet based Fruit Classification using UNet Generated Segmented Images: GRAD-CAM Visualization”, In Proc.: International Conference on Applied Algorithms, January 8-10, 2025, Lecture Notes in Computer Science, Springer, vol. 15505.

2. Ankana Datta, Sukalpa Paul, Anidipta Pal, Sounav Biswas, Anil Kumar Bag, and Diganta Sengupta, “Integrating AI, IoT, and Drones for Sustainable Apple Orchard Monitoring in Society 5.0”, In Proc.: International Conference on Applied Algorithms, January 8-10, 2025, Lecture Notes in Computer Science, Springer, vol. 15505. 

3. "Identification of Bird via Acoustics for Bird Species Population Monitoring and Conservation," in IEEE International Conference on Big Data Analytics in Bioinformatics (DABCON-24), Kolkata, November 21-23, 2024.

4. “Classification of In-Hospital Mortality for Heart-Failure Patient using Resource Constraint Dataset”, Chapter for the book Machine Learning in Health Care & Application, AAP Publishers, Taylor & Francis.

Published Articles 

Books

1. Debashis De, Diganta Sengupta, Tien Anh Tran, "Artificial Intelligence and Edge Computing for Sustainable Ocean Health", The Springer Series in Applied Machine Learning, Springer, eISBN 978-3-031-64642-3, 11 September 2024. https://doi.org/10.1007/978-3-031-64642-3.

Journals (Order: SCI/SCIE, ESCI/SCOPUS, Peer Reviewed)

1. Surajit Das, Soumya Suvra Khan, Diganta Sengupta✉ & Debashis De, "LeXNet++: Layer-wise eXplainable ResUNet++ framework for segmentation of colorectal polyp cancer images", Neural Computing and Applications, Springer, November 2024, Online First, https://doi.org/10.1007/s00521-024-10441-6.

2. Jyotirmoy Gupta, Amit Kumar Majumder, Diganta Sengupta✉, Mahamuda Sultana, Suman Bhattacharya, “Investigating computational models for diagnosis and prognosis of sepsis based on clinical parameters: Opportunities, challenges, and future research directions”, Journal of Intensive Medicine, Elsevier, vol. 4, issue 4, pp 468-477, 2024 (Scopus, PubMed Central (PMC), PubMed) https://doi.org/10.1016/j. jointm.2024.04.006

3. Anil Kumar Bag and Diganta Sengupta✉, "Computational frameworks for zoonotic disease control in Society 5.0: opportunities, challenges and future research directions", AI & Soc (2024), Springer. Online First. (ESCI, IF 2.9) https://doi.org/10.1007/s00146-024-01992-2

4. Diganta Sengupta, Soumya Suvra Khan, Surajit Das and Debashis De, “FedEL: Federated Education Learning for generating correlations between course outcomes and program outcomes for Internet of Education Things”, Internet of Things, Elsevier, vol. 25, 101056, 2024. (SCIE, IF 6.0). https://doi.org/10.1016/j.iot.2023.101056 

5. Surajit Das, Mahamuda Sultana, Suman Bhattacharya, Diganta Sengupta✉ and Debashis De, “XAI–Reduct: Accuracy Preservation despite Dimensionality Reduction for Heart Disease Classification using Explainable AI”, The Journal of Supercomputing, Springer, vol. 79, issue 16, pp 18167-18197, May 12, 2023. (SCI, IF 2.5). https://doi.org/10.1007/s11227-023-05356-3 

6. Soumya Suvra Khan, Diganta Sengupta✉, Anupam Ghosh, Atal Chaudhuri, “MTCNN++: A CNN based Face Detection Algorithm Inspired by MTCNN”, The Visual Computer, Springer, Published Online First, April 11, 2023. (SCIE, IF 3.0). https://doi.org/10.1007/s00371-023-02822-0 

7. Subhash Mondal, Suharta Banerjee, Subinoy Mukherjee and Diganta Sengupta✉, “Plant Disease Detection using Ensembled CNN Framework”, Computer Science, AGH University of Science and Technology, Krakow Poland, vol 23, no 3, pp 321-333, 2022. (ESCI, SCOPUS Indexed), (SCIE 0.3). https://journals.agh.edu.pl/csci/issue/view/460

8. Ramen Pal, Hasina Begum, Somnath Mukhopadhyay, Debasish Chakraborty, Sumit Majumdar and Diganta Sengupta, “Edge Directed Radial Basis Function based Interpolation Towards PCA based PAN-sharpening”, International Journal of Remote Sensing, vol 42, Issue 23, pp - 9038-9058, 2021 (SCI, IF 3.0). https://doi.org/10.1080/01431161.2021.1981560

9. Diganta Sengupta✉, Subhash Mondal, Anish Kumar De and Pretha Sur, “Classification of Diabetic Retinopathy using Stacked Machine Learning Approach on Low Resource Dataset”, Innovations in Systems and Software Engineering, Springer. Online first (SCIE 1.1) https://doi.org/10.1007/s11334-022-00473-3 

10. Diganta Sengupta✉, Ahmed Abd El-Latif, Debashis De, Keivan Navi, Nader Bagherzadeh, “Reversible quantum communication & systems”, IET Quantum Communication, Volume 3, Issue 1, 15 March 2022, pp 1-4. (SCIE 2.5). https://doi.org/10.1049/qtc2.12037

11. Mahamuda Sultana, Ayan Chaudhuri, Diganta Sengupta✉, Debashis De and Atal Chaudhuri, “Design of Synchronous Decimal Counter using Reversible Toffoli-Fredkin Netlist”, Innovations in Systems and Software Engineering, A NASA Journal, 17(2), pp. 89–97 (2021), Springer, (SCIE 1.1). https://doi.org/10.1007/s11334-020-00369-0 

12. Diganta Sengupta✉, “Taxonomy on Ambient Computing – A Research Methodology Perspective”, International Journal of Ambient Computing and Intelligence, IGI Global, Volume 11, Issue 1, January 2020, pp – 1 – 33 (ESCI, SCOPUS Indexed). https://www.igi-global.com/gateway/article/243445

13. Ayan Chaudhuri, Mahamuda Sultana, Diganta Sengupta✉, Chitrita Chaudhuri and Atal Chaudhuri, “A Reversible Approach to Two’s Complement Addition using a Novel Reversible TCG Gate and its 4 Dot 2 Electron QCA Architecture”, Microsystem Technologies, Springer, (25), pp. 1965-1975, 2018. (SCI, IF 1.6). https://doi.org/10.1007/s00542-018-4042-8 

14. Mahamuda Sultana, Ayan Chaudhuri, Diganta Sengupta✉ and Atal Chaudhuri, “Toffoli Netlist and QCA Implementations for Existing Four Variable Reversible Gates – A Comparative Analysis”, Microsystem Technologies, Springer, (25), pp. 1987-2009, 2018. (SCI, IF 1.6). https://doi.org/10.1007/s00542-018-4065-1 

15. Mahamuda Sultana, Diganta Sengupta✉, Atal Chaudhuri, “Taxonomy Proposal for Research on Reversible Logic”, International Journal of Engineering and Advanced Technology, Volume 8, Issue 6, pp-2608-2613, August 2019.  (SCOPUS Indexed). https://www.ijeat.org/wp-content/uploads/papers/v8i6/F8756088619.pdf

16. Ayan Chaudhuri, Diganta Sengupta✉, Chitrita Chaudhuri, “Adiabatic Hamming Code Generator-Checker using 4-Dot-2-Electron Quantum Dot Cellular Automata”, International Journal of Engineering and Advanced Technology, Volume 8, Issue 6, pp 4435-4439, August 2019. (SCOPUS Indexed). https://www.ijeat.org/wp-content/uploads/papers/v8i6/F8973088619.pdf

17. Diganta Sengupta✉, Mahamuda Sultana, Atal Chaudhuri, “Radix-10 Fixed Point Division Hardware”, International Journal of Recent Technology and Engineering, Volume 8, Issue 3, pp 1694-1702, September 2019. (SCOPUS Indexed). https://www.ijrte.org/wp-content/uploads/papers/v8i3/C4450098319.pdf

18. Diganta Sengupta✉, Mahamuda Sultana, Atal Chaudhuri, “Hamming Code Converter using Reversible Toffoli Netlist”, International Journal of Recent Technology and Engineering, Volume 8, Issue 3, pp 1814-1818, September 2019. (SCOPUS Indexed). https://www.ijrte.org/wp-content/uploads/papers/v8i3/C4617098319.pdf

19. Subhash Mondal, Suharta Banerjee, Subinoy Mukherjee, Ankur Ganguly and Diganta Sengupta✉, “Deep Classifier for Conjunctivitis – A Three-Fold Binary Approach”, International Journal of Mathematical Sciences and Computing (IJMSC), vol 8, issue 2, pp 46-54. https://j.mecs-press.net/ijmsc/ijmsc-v8-n2/IJMSC-V8-N2-5.pdf

20. Diganta Sengupta✉, Mahamuda Sultana, Atal Chaudhuri, “Vedivision – A Fast BCD Division Algorithm Facilitated by Vedic Mathematics”, International Journal of Computer Science & Information Technology (IJCSIT), Vol. 5, No. 4, pp.  67 – 80, August – 2013, https://doi.org/10.5121/ijcsit.2013.5405.

21. Saunak Mitra, Sarit Hati, Diganta Sengupta✉, Indraneel Datta, Pratim Sinha Roy, Soumyanil Banerjee, “Design and Implementation of an Open Ended Automated Vault Security System”, International Journal of Applied Information Systems (IJAIS), Vol. 4, No. 4, pp. 13-18, October – 2012, https://doi.org/10.5120/ijais 12-450687.

22. Diganta Sengupta✉, Mahamuda Sultana, Atal Chaudhuri, “Realization of a Novel Reversible SCG Gate and its Application for Designing Parallel Adder/Subtractor and Match Logic”, International Journal of Computer Applications (IJCA), Vol. 31, No. 9, pp. 30-35, October – 2011, https://doi.org/10.5120/3854-5372.

Copyrights

1. Soumya Suvra Khan, Diganta Sengupta, Anupam Ghosh, Siddhartha Bhattacharyya, Atal Chaudhuri, “Intelligent Decision System for Dynamic Detection of Chucking in Cricket”, Indian Copyright, Registration Number L-121611/2023.

2. Nilanjana Adhikari, Suman Bhattacharyya, Mahamuda Sultana, Diganta Sengupta, Siddhartha Bhattacharyya, “MBSIF: A Deep CNN Framework for Migrated Bird Species Identification in West Bengal Region”, Indian Copyright, Registration Number L-121655/2023.

3. Soumya Suvra Khan, Diganta Sengupta, Anupam Ghosh, Siddhartha Bhattacharyya, Atal Chaudhuri, “Privy Analyst: A Computer Vision Powered Full Body Motion Analysis Tool for Tracking Multipurpose Activities in Sports and Exercises”, Indian Copyright, Registration Number L-120633/2023. 

Book Chapters & Newsletters

1. Mahamuda Sultana, Suman Bhattacharya, Nilanjana Adhikari, Diganta Sengupta, Debashis De (2024). Artificial Intelligence for Sustainable Ocean Health. In: D De et al. (eds) Artificial Intelligence and Edge Computing for Sustainable Ocean Health. The Springer Series in Applied Machine Learning. Springer, Cham. 12 September 2024. https://doi.org/10.1007/978-3-031-64642-3_1 

2. Mahua Nandy Pal, Diganta Sengupta, Tien Anh Tran, Debashis De, “Machine Learning based Sustainable Dew Computing”, Interpretable Cognitive Internet of Things for Healthcare, Springer, pp 149–177, 03 September 2023. https://doi.org/10.1007/978-981-99-4590-0_8 

3. Subhash Mondal, Samrat Podder and Diganta Sengupta✉ “A Decision Model for Reliability Analysis of Agricultural Sensor Data for Smart Irrigation 4.0”, Data Science and Interdisciplinary Research: Recent Trends and Applications, Bentham Science Publication, Ch-05, pp - 73-89, 28 September 2023. https://doi.org/10.2174/9789815079005123050006

4. Subhash Mondal, Suharta Banerjee, Sugata Ghosh, Adrija Dasgupta and Diganta Sengupta✉ “Machine Learning based Smart Electricity Monitoring & Fault Detection for Smart City 4.0 Ecosystem”, Data Science and Interdisciplinary Research: Recent Trends and Applications, Bentham Science Publication, Ch-06, pp - 90-102, 28 September 2023. https://doi.org/10.2174/9789815079005123050007

5. Diganta Sengupta, Debashis De, “eXplainable AI: Trustworthiness of the AI Models”, CSI Kolkata Chapter's Bi-Monthly Newsletter, Vol.58, Issue 4, pp-04, October - November 2022. 

6. Subhash Mondal, Swapnoj Banerjee, Soumodipto Halder and Diganta Sengupta✉, “Dynamic Key based Biometric End User Authentication Proposal for IoT in Industry 4.0”, Artificial Intelligence in Industry 4.0 and 5G Technology, Wiley, John Wiley & Sons, Inc, June 28 2022, Chapter 1, pp 1-24. https://onlinelibrary.wiley.com/doi/abs/10.1002/9781119798798.ch1

7. Diganta Sengupta✉, Atal Chaudhuri, "Vedic Sutras – A New Paradigm for Optimizing Arithmetic Operations," in Handbook of Research on Natural Computing for Optimization Problems, Eds. J K Mandal and Somnath Mukhopadhyay,  2016, ch. 36, pp. 890-915, https://doi.org/10.4018/978-1-5225-0058-2.ch036. 

Conferences

1. Mahamuda Sultana, Suman Bhattacharya, Ananjan Maiti, Adarsh Pandey and Diganta Sengupta "A Deep CNN Framework for Oral Cancer Detection using Histopathology Dataset”, Fifth International Conference on Computational Intelligence in Communications and Business Analytics (CICBA-2023), CCIS, vol. 1955, pp 239-248, Springer, 2023. https://doi.org/10.1007/978-3-031-48876-4_18.

2. Diganta Sengupta✉, Subhash Mondal, Yash Raj Singh & Amartya Pandey, "Performance Analysis of Machine Learning Algorithms for Prediction of Cerebral Attack (Stroke)". Frontiers of ICT in Healthcare . Lecture Notes in Networks and Systems, 7th International Conference on Emerging Applications of Information Technology, (EAIT 2022), vol 519. pp 215–228, 2023, Springer. https://doi.org/10.1007/978-981-19-5191-6_18 

3. Diganta Sengupta✉, Subhash Mondal, Aman Raj & Ankit Anand, "Binary Classification of Thyroid Using Comprehensive Set of Machine Learning Algorithms". Frontiers of ICT in Healthcare . Lecture Notes in Networks and Systems, 7th International Conference on Emerging Applications of Information Technology, (EAIT 2022), vol 519, pp 265–276, 2023, Springer. https://doi.org/10.1007/978-981-19-5191-6_22 

4. Diganta Sengupta✉, Subhash Mondal, Debosmita Chatterjee, Susmita Pradhan and Pretha Sur, “A Low Resource Machine Learning Approach for Binary Classification of Dressler Syndrome”, International Conference on Intelligent Systems and Human Machine Collaboration 2022 (ICISHMC 2022), Springer. https://doi.org/10.1007/978-981-19-8477-8_6 

5. Soumajit Chatterjee, Sukriti Adhikary, Debasmita Chakraborty, Niharika Sarkar, Diganta Sengupta✉, “Experimental Validation of Mesa Sine Wave in Stock Price Prediction”, International Conference on Advances in Computer Engineering and Communication Systems (ICACECS 2022), Springer. https://doi.org/10.1007/978-981-19-9228-5_13 

6. Diganta Sengupta✉, Subhash Mondal, Anish Kumar De, and Yash Raj Singh, “Graded Classification of Liver Cirrhosis using Machine Learning Algorithms on a Highly Unbalanced Dataset”, 1st International Conference on Human-Centric Smart Computing (ICHCSC-2022), Smart Innovation, Systems and Technologies, Springer, pp 359–369. https://doi.org/10.1007/978-981-19-5403-0_31 

7. Diganta Sengupta✉, Subhash Mondal, Susanta Banerjee, Harsh Navin “A Retrospective Study on Obesity to Evaluate Omnipotence of Physical Condition Feature Set”, IEEE International Conference on Data Science and Information System (ICDSIS - 2022). https://doi.org/10.1109/ICDSIS55133.2022.9915821

8. Diganta Sengupta✉, Subhash Mondal, Sanway Basu, Anish Kumar De, Shaumik Nath, Amartya Pandey, “Classification of Acute Liver Failure using Machine Learning Algorithms”, International Conference on Electronics, Computing and Communication Technologies, IEEE CONECCT 2022, pp 1-6. https://doi.org/10.1109/CONECCT55679.2022.9865744

9. Sonjoy Rana, Shounak Sengupta, Sourav Jana, Rahul Dan, Mahamuda Sultana and Diganta Sengupta✉ “Prototype Proposal for Quick Accident Detection and Response System”, IEEE Fifth International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2020), CHRIST (Deemed to be University), Bangalore, India, November 26-27, 2020. https://doi.org/10.1109/ICRCICN50933.2020.9296153

10. Aritra Mukherjaa, Adrita Roy, Manish Kumar Lath, Arnab Ghosal and Diganta Sengupta✉ “Centralized Alumni Management System (CAMS) - A Prototype Proposal”,  IEEE Amity International Conference On Artificial Intelligence, AICAI’19, February 4-6 2019, Amity University Dubai, pp. 967-971. https://doi.org/10.1109/AICAI.2019.8701383

11. Soumyadeep Bose, Yogesh V. Hote and Diganta Sengupta “Analysis and Control of Real-Time DC Servo System Using Linear ADRC”, INDICON 2018 (15th IEEE India Council International Conference 2018), December 16-18, 2018, Amrita Vishwa Vidyapeetham, Coimbatore. https://doi.org/10.1109/INDICON45594.2018.8987040

12. Sanjoy Banerjee, Abhijit Kumar Pal and Diganta Sengupta✉ “Prototype Proposal for IoT based Two-Wheeler Ignition and Security Enhancements”, 7TH IEEE International Conference on Reliability, Infocom Technologies and Optimization (ICRITO'2018), Aug 29-31, pp. 676-681. (This paper won the best paper award in the conference). https://doi.org/10.1109/ICRITO.2018.8748557

13. Sujit Dhar, Biswajit Dutta, Pradip Kumar Sadhu, Debabrata Roy, Ankur Ganguly and Diganta Sengupta “Energy Audit-A Clean, Alternative and Cost-Effective Way to Replace Conventional Energy”, 7TH IEEE International Conference on Reliability, Infocom Technologies and Optimization (ICRITO'2018), Aug 29-31 2018, pp. 188-196. https://doi.org/10.1109/ICRITO.2018.8748722

14. Abhijit Kumar Pal, Sanjoy Banerjee, Nilanjan Dey and Diganta Sengupta✉ “IoT based Home Automation - A Proposal for Taxonomy”, IEEE 3rd International Conference for Convergence in Technology (I2CT), April 7-8, 2018, Pune, pp. 1-6. https://doi.org/10.1109/I2CT.2018.8529487

15. Sanjoy Banerjee, Abhijit Kumar Pal, Mahamuda Sultana, Diganta Sengupta✉ and Abhijit Das “Reversible Code Converters based on Application Specific Four Variable Reversible Gates”, International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS 2018), February 23-25, 2018, UEM, Kolkata, pp. 465-477. (This paper won the best paper award in the conference) (AISC, Springer). https://doi.org/10.1007/978-981-13-1951-8_42 

16. Diganta Sengupta✉ and Mahamuda Sultana “Taxonomy of Decimal Multiplier Research”, Conference on Algorithms and Applications (ALAP 2018), January 10-12, 2018, in book series Smart Innovations, Systems and Technologies, Springer Nature, Singapore, vol 88, pp. 3-21. https://doi.org/10.1007/978-981-10-8102-6_1 

17. Mahamuda Sultana, Ayan Chaudhuri, Diganta Sengupta✉ and Atal Chaudhuri “Logic Design and Quantum Mapping of a Novel Four Variable Reversible s2c2 Gate”, 52nd Annual Convention of Computer Society of India (CSI 2017), January 19-21, 2018, Science City, Kolkata, Springer Nature CCIS Series, vol 836, pp. 416-427. https://doi.org/10.1007/978-981-13-1343-1_35 

18. Ayan Chaudhuri, Mahamuda Sultana, Diganta Sengupta✉, Chitrita Chaudhuri and Atal Chaudhuri “A Comparative Analysis of CNF and XOR-AND Representations for QCA Majority Gate Estimation”, 52nd Annual Convention of Computer Society of India (CSI 2017), January 19-21, 2018, Science City, Kolkata, Springer Nature CCIS Series, vol 836, pp. 402-415. https://doi.org/10.1007/978-981-13-1343-1_34 

19. Diganta Sengupta✉, Mahamuda Sultana and Atal Chaudhuri “Digit By Digit Fast Decimal Multiplication”, INDICON 2017 (14th IEEE India Council International Conference 2017), December 15-17, 2017, IIT Roorkee, India, pp. 1-6. https://doi.org/10.1109/INDICON.2017.8488097

20. Diganta Sengupta✉, Mahamuda Sultana and Atal Chaudhuri “Proposal for Fast BCD Addition”, in Proc. 2017 Third IEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2017), November 03-05, 2017, RCC Institute of Information Technology, pp. 343-348. https://doi.org/10.1109/ICRCICN.2017.8234532

21. Sinjini Banerjee, Priyabrata Sahoo, Mahamuda Sultana, Ayan Chaudhuri, Diganta Sengupta✉ and Atal Chaudhuri “Toffoli Netlist Based Synthesis of Four Variable Reversible Functions”,  in Proc. 2017 Third IEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2017), November 03-05, 2017, RCC Institute of Information Technology, pp. 315-320. https://doi.org/10.1109/ICRCICN.2017.8234527

22. Anirbit Sengupta, Diganta Sengupta and Abhijit Das “Designing an Enhanced ZRP Algorithm for MANET and Simulation using OPNET”, in Proc. 2017 Third IEEE International Conference on Research in Computational Intelligence and Communication Networks (ICRCICN 2017), November 03-05, 2017, RCC Institute of Information Technology, pp. 153-156. https://doi.org/10.1109/ICRCICN.2017.8234498

23. Ayan Chaudhuri, Mahamuda Sultana, Diganta Sengupta✉, and Atal Chaudhuri, "A novel reversible two's complement gate (TCG) and its quantum mapping," in 2017 Devices for Integrated Circuit (DevIC), IEEE, Kolkata, 2017, pp. 252-256. https://doi.org/10.1109/DEVIC.2017.8073946

24. Diganta Sengupta✉, Mahamuda Sultana, Atal Chaudhuri, “An algorithm facilitating Fast BCD Division on Low End Processors using Ancient Indian Vedic Mathematics Sutras”, 2012 International Conference on Communication, Devices and Intelligent Systems (CODIS), IEEE, pp. 373-376, December 28-29, 2012. https://doi.org/10.1109/CODIS.2012.6422216

25. Diganta Sengupta✉, Mahamuda Sultana, Atal Chaudhuri, “A New paradigm in Fast BCD Division Using Ancient Indian Vedic Mathematics Sutras”, Third International Conference on Computer Science, Engineering & Applications (ICCSEA), pp. – 11 – 19, May 24 – 26, 2013, SPPR, CSIA, WimoA – 2013, CS&IT – CSCP 2013. Digital Object Identifier – 10.5121/csit.2013.3502.