Faculty Details
Dr. Nandan Banerji
Assistant Professor I Department of Computer Science and Engineering
- PhD, CSE, NIT Durgapur, WB, 2024
- M.Tech, CSE, Kalyani University, WB, 2013
- Integrated MCA, Computer Applications, IGNOU, New Delhi, 2008
- KL University, AP, Assistant Professor, Teaching & Admin, Jan 2021 to Feb 2022
- BIET(P), WB, Assistant Professor, Teaching & Admin, July 2010 - Feb 2015
- Dumkal Inst. Of Engg. & Tech. WB, Assistant Professor, Teaching, Feb 2010 - July 2010
- CMC Academy, Howrah, WB, Sr. Faculty, Teaching, Jan 2008 - Jan 2010
- Algorithms
- Data Structures
- Computer Networks
- Data Science
- Algorithms
- Data Structures
- Computer Networks
- Data Science
- Service oriented IoT
- Classical Machine Learning
- Federated Machine Learning
- Autonomic and Intelligent Systems
- ACM (professional) - Annual Member till 31st December 2024
- CSTA (life member) - Life Member
- FOSET (life member) - Life member
- UBC-Quantum Computing Lab - Member
AREAS OF INTEREST, EXPERTISE AND RESEARCH
Area of Interest
Area of Expertise
Area of Research
Professional Affiliations & Contributions
- Assistant Professor-I at Dept. of CSE
- Program Coordinator of B. Tech CSE (IoT and Cyber Security) specialization
- Project Mentor
- Hackathon Mentor
- Teacher Guardian
- NEP Committee Member
- Quality Cell Core Member
- Department RAC Member
- Institute Library Core Committee Member
- NBA/NAAC Committee Member (Department Level)
Dr. Nandan Banerji is Assistant Professor I at the Department of CSE at SMIT. He holds multiple roles and responsibilities within the institute, including:
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Quadrant Based WSN Routing with Shift of Origin
January 01, 2013 | Dr. Nandan Banerji, D. Saddar, U. Biswas
(IJACSA) International Journal of Advanced Computer Science and Applications, SCIE Journal, Vol. 4, No. 3, 2013 | doi: 10.1109/COMSNETS.2019.8711447
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A Performance Evaluation Framework for New Generation of Service Replication Schemes
January 01, 2019 | Dr. Nandan Banerji, B. Choudhury, S. Choudhury
2019 11th International Conference on Communication Systems & Networks (COMSNETS), Bengaluru, India, pp. 336-343 | https://doi.org/10.1007/978-981-16-8364-0_2
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Distributed Machine Learning - An Intuitive Approach
January 01, 2021 | Dr. Nandan Banerji
Machine Intelligence and Soft Computing. Advances in Intelligent Systems and Computing, vol. 1419. Springer, Singapore | 2nd ICMISC-2021 at KLEF, Green Fields, AP, India | Springer Proceedings (SCOPUS) | https://doi.org/10.1007/978-981-16-8364-0_2
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Design of a Context-Aware Distributed Service Registry and Discovery Mechanism for IoT
January 01, 2022 | Dr. Nandan Banerji, B. Choudhury, S. Choudhury
IEEE Journal on IoT, SCI Journal.
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Likelihood-Based Arrangement of Distributed Service Registry for Context-Aware IoT Scenario
January 01, 2022 | Dr. Nandan Banerji, S. Choudhury
Elsevier Journal on IoT, SCI Journal.
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A Novel Ranking Based Service Replication Strategy for Context-Aware IoT Scenario
January 01, 2022 | Dr. Nandan Banerji, S. Choudhury
Wiley Journal of Distributed Computing, SCIE Journal.
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Blockchain-Enabled Secure Smart IoT Healthcare Monitoring for COVID-19 Patients
January 01, 2022 | Dr. Nandan Banerji
IEEE-NKCon 2022 | https://doi.org/10.1109/ NKCon56289.2022.10126802
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Auction-Inspired Service Replication for Context-Aware IoT Environment
January 01, 2023 | Dr. Nandan Banerji
Wiley Concurrency and Computation: Practice and Experience | https://doi.org/10.1002/cpe.7641
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Predicting the Future Appearances of Lost Children for Information Forensics with Adaptive Discriminator-Based FLM GAN
January 01, 2023 | Dr. Nandan Banerji
MDPI-Mathematics Journal | https://doi.org/10.3390/math11061345
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Federated Learning to Speed Up Pre-processing of Large Data Sets
January 01, 2023 | Dr. Nandan Banerji
ICCTE-2023 (Springer Inc), held at NBU, West Bengal, India (23-25 Nov 2023)
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Federated Learning - Hope and Scope
January 01, 2023 | Dr. Nandan Banerji
STEM-Journal of Computer Science | https://DOI:10.61927/igmin112
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A Machine Learning Approach for Poverty Estimation Using Aerial Images
January 01, 2024 | Dr. Nandan Banerji
Advances in Aerial Sensing and Imaging, 69-86, Wiley Publication | https://doi.org/10.1002/9781394175512.ch4
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Design of a Context-Aware Distributed Service Registry and Discovery Mechanism for IoT
January 01, 2024 | Dr. Nandan Banerji
IEEE IoT Journal | https://doi.org/10.1109/JIOT.2024.3395155
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A Collaborative Server Selection Scheme for IoT
January 01, 2024 | Dr. Nandan Banerji
IEEE Transactions on Network and Service Management | Under Review
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Context-Driven Service Deployment Using Likelihood-Based Approach for Internet of Things Scenarios
January 01, 2024 | Dr. Nandan Banerji
MDPI-Future Internet Journal | Under Minor Review
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A Threshold-Based Federated Learning Infrastructure for Fintech Services
January 01, 2024 | Dr. Nandan Banerji
IEEE Transactions on Emerging Computing | Under Review
