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Dr. Prabadevi B
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Dr. Prabadevi B

Associate Professor

  • School/College

    Faculty of Engineering and Technology

  • Department

    Department of Computer Science and Engineering

Dr Prabadevi B has twelve years of teaching experience. She has published around 40 research articles in journals of international repute and some in high-impact factor journals. In addition, she has around 20 international conference papers, eight book chapters, and two edited books. After her Ph.D., she worked on Decision support systems for Agricultural yield prediction, land suitability analysis, Job profile selection, Machine learning for crop yield prediction, Blockchain, and other Emerging technologies. Her areas of interest are Decision Support Systems, Machine Learning and Deep Learning. She received an active researcher award from the Vellore Institute of Technology for nine consecutive years from 2015 to 2023. She has also published three patents in the IoT domain. Based on her publication, she has been offered a Research Fellowship at INTI International University Malaysia from Nov 2022 to Dec 2025. Her rich discernment in transdisciplinary research will result in better collaborative project outcomes.  

  • Research Fellow

    INTI International University Malaysia , From 2022 (Pursuing)

  • PhD

    Vellore Institute of Technology 2018

  • ME(SE)

    Sona college of Technology/ Anna University, 2012

Experience

Total Years of Experience

12 years

Academic Experience
  1. Bannari Amman Institute of Technology, Sathyamangalam, Tamil Nadu, 1 year
  2. Sona College of Technology, Salem, Tamil Nadu, 1 year
  3. Vellore Institute of Technology, Vellore, India, 10 years and 3 months

Books
  1. Machine Learning
  2. Deep Learning

Books
  1. Sivakumar R., Dimiter Velev, Basim Alhadidi, S. Vidhya, Sheeja V. Francis, B. Prabadevi, Mobile Computing Solutions for Healthcare Systems, 2023, 978-981-5050-59-2, Bentham Books.
  2. Rajagopal, S., Mohanty, B., Madhumathi, A., & Prabadevi, B. (2024). Remote Sensing and Machine Learning Applications for Smart Precision Agriculture: A Review. Sustainable Management and Conservation of Environmental Resources in India, 435-475.
Chapters:
  1. Rajagopal, S., Mohanty, B., Madhumathi, A., & Prabadevi, B. (2024). Remote Sensing and Machine Learning Applications for Smart Precision Agriculture: A Review. Sustainable Management and Conservation of Environmental Resources in India, Apple Academic Press 435-475. ISBN: 9781003469278
  2. Prabadevi, B., Pradeepa, M., & Kumaraperumal, S. (2024). Explainable Artificial for Computational Sustainability, Concepts, Opportunities, Challenges and Future Directions. Intelligent Systems and Sustainable Computational Models: Concepts, Architecture, and Practical Applications, 103.CRC Press. ISBN: 9781032527031
  3. Pradeepa, M., Prabadevi, B., & Kumaraperumal, S. (2024). EXAI for Computational Sustainability, Models, Services in smart city and Challenges. Explainable AI (XAI) for Sustainable Development: Trends and Applications, 3, 35.CRC Press ISBN: 978-1032598864
  4. Deepti Raj, G., Prabadevi, B., & Gopal, R. (2024). Evolution of Industry 4.0 and Its Fundamental Characteristics. In Digital Transformation: Industry 4.0 to Society 5.0 (pp. 1-25). Singapore: Springer Nature Singapore.ISBN: 9789819981175
  5. Sivakumar, R., Prabadevi, B., Velvizhi, G., Muthuraja, S., Kathiravan, S., Biswajita, M., & Madhumathi, A. (2022). Internet of Things and Machine Learning Applications for Smart Precision Agriculture. IoT Applications Computing, 135..
  6. Rajagopal, Sivakumar, Sonai Rajan Thangaraj, J. Paul Mansingh, and B. Prabadevi. "5 Technological impacts and challenges of advanced technologies in agriculture." In Internet of Things and Machine Learning in Agriculture, pp. 83-106. De Gruyter, 2021.
  7. Deepa, N., & Prabadevi, B. (2020). Advanced Machine Learning for Enterprise IoT Modeling. In Business Intelligence for Enterprise Internet of Things (pp. 99-121). Springer, Cham. 9783030444068
  8. Prabadevi B., & Deepa, N. Decision Analysis in Financial Marketing Using Multi-Criteria Decision-Making Methods. In Sustainability Reporting, Ethics, and Strategic Management Strategies for Modern Organizations (pp. 115-129). IGI Global. 978-17998463786

  1. Active Researcher Award for 9 consecutive years from Vellore Institute of Technology from 2015 to 2023.
  2. Gold Medalist in ME Software Engineering by Sona College of Technology, 2012

National Conference Papers
  1. M.Usha, B.Prabadevi,” An Efficient Packet Aggregation System for Telemetry Data In Satellite Communication” Iei Colloquium 26th Indian Engineering Congress 2011, Pp-63, Karnataka State Centre, Bengaluru, 15-18 December 2011.
International Conference Papers
  1. N Deepa, S.Bhuvaneshwari, B Prabadevi and Persis Jesintha, “Bijective Soft Set-Based Decision Model for Classification Rule Generation”, 2023 4th IEEE International Conference on Innovations In Power and Advanced Computing Technologies, I-Pact2023, 8-10th December, Universiti Malaya, Kuala Lumpur, Malaysia & School of Electrical Engineering, Vellore Institute of Technology, Vellore, India.
  2. G Deepti Raj, B Prabadevi, Thippa Reddy Gadekallu, Surbhi Bhatia Khan, Mohammed Saraee., 2023. Multiclass Classification and Defect Detection of Steel Tube Using Modified Yolo. 2023 In International Conference on Neural Information Processing, Pp. 417-428. Singapore: Springer Nature Singapore, 2023.
  3. Raj, G.D. and Prabadevi, B., 2023, August. Multiclass Classification and Defect Detection of Surfaces Using Modified-Yolo. In 2023 12th International Conference on Advanced Computing (Icoac) (Pp. 1-6). IEEE.
  4. Suya Prem Anand, Sivakumar, R., and B. Prabadevi. "A Review on Advanced Monitoring and Identifying The Status of Grinding Machine Using Machine Learning Algorithms." Spast Abstracts 1, No. 01 2021.
  5. Srivastava, G., Deepa, N., Prabadevi, B. and Reddy M, P.K., 2021, January. An Ensemble Model for Intrusion Detection In The Internet of Softwarized Things. In Adjunct Proceedings of The 2021 International Conference on Distributed Computing and Networking (Pp. 25-30).
  6. Akanksha Miharia, Prabadevi B, Sivakumar R, Basim Alhadidi, "Internet of Things Enabled Gesture Controlled Wheelchair for Physically Disabled", In Proceedings of Springer Series on “Learning and Analytics In Intelligent Systems, 2nd International Conference on Innovative Computing and Cutting-Edge Technologies, September 11-12, 2020.
  7. Prabadevi, B., Deepa, N., Krithika, L.B. and Vinod, V., 2020, February. Analysis of Machine Learning Algorithms on Cancer Dataset. In 2020 International Conference on Emerging Trends In Information Technology and Engineering (Ic-Etite) (Pp. 1-10). IEEE.
  8. Sinha, P., Prabadevi, B., Dutta, S., Deepa, N. and Kumari, N., 2020, February. Efficient Process Scheduling Algorithm Using Rr and Srtf. In 2020 International Conference on Emerging Trends In Information Technology and Engineering (Ic-Etite) (Pp. 1-6). IEEE.
  9. Krithika, L. B., Prabadevi, B., Sai, B. N. V., Asha, J. M., & Nithya, S. (2020, February). E-Governance In Agriculture. In 2020 International Conference on Emerging Trends In Information Technology and Engineering (Ic-Etite) (Pp. 1-11). IEEE.
  10. Dhanuja, B., Prabadevi, B., Shankari, K. B., & Sathiya, G. (2020, February). E-Rea Symmetric Key Cryptographic Technique. In 2020 International Conference on Emerging Trends In Information Technology and Engineering (Ic-Etite) (Pp. 1-8). IEEE.
  11. Deepa, N., Prabadevi, B., Krithika, L. B., & Deepa, B. (2020, February). An Analysis on Version Control Systems. In 2020 International Conference on Emerging Trends In Information Technology and Engineering (Ic-Etite) (Pp. 1-9). IEEE.
  12. Krithika, L. B., Prabadevi, B., Deepa, N., & Bhavanasi, S. (2020, February). Integration of E-Commerce System with Various Erp Tools. In 2020 International Conference on Emerging Trends In Information Technology and Engineering (Ic-Etite) (Pp. 1-8). IEEE.
  13. Prabadevi, B., and N. Jeyanthi. "A Mitigation System for Arp Cache Poisoning Attacks." In Proceedings of The Second International Conference on Internet of Things and Cloud Computing, P. 20. Acm, 2017.
  14. Chaitanya, Tetali Sai Krishna, Vakkalanka Sri Harika, and B. Prabadevi. "A Sentiment Analysis Approach By Identifying The Subject Object Relationship." In Communication and Electronics Systems (Icces), 2017 2nd International Conference on, Pp. 62-68. IEEE, 2017.
  15. Khatavkar, Bharat, and Prabadevi Boopathy. "Efficient Wmaxmin Static Algorithm for Load Balancing In Cloud Computation." In Power and Advanced Computing Technologies (I-Pact), 2017 Innovations In, Pp. 1-6. IEEE, 2017.
  16. Chandrashekar, Varsha, and B. Prabadevi. "Locus Guard Pilot." In Iop Conference Series: Materials SCIEnc and Engineering, Vol. 263, No. 4, P. 042036. Iop Publishing, 2017.
  17. Sivakumar, Akshitha, and B. Prabadevi. "Tour Recommendation Guide-Personalized Travel Sequence Recommendation." In Iop Conference Series: Materials Science and Engineering, Vol. 263, No. 4, P. 042037. Iop Publishing, 2017.
  18. Indusree, J. R., and B. Prabadevi. "Enhanced Round Robin Cpu Scheduling with Burst Time Based Time Quantum." In Iop Conference Series: Materials Science and Engineering, Vol. 263, No. 4, P. 042038. Iop Publishing, 2017.
  19. B.Prabadevi, N.Jeyanthi, “Distributed Denial of Service Attacks and Its Effects on Cloud Environment- A Survey,“ The 2014 IEEE International Symposium on Networks, Computers and Communications(Isncc), Pp.1-5,Hammamet,17-19 June 2014.
  20. M.Usha, B.Prabadevi,” Multi-Sensor Video Surveillance System with Sensor Fusion for Human Detection” International Conference on Advanced Computing, Networking and Security Adcons-2011, Vol.1,Pp-237-243, Nitk Suratkal , 16-18 December 2011.
  21. M.Usha, B.Prabadevi,” Multi-Sensor Video Surveillance System with Sensor Fusion for Human Detection” International Conference on Advanced Computing, Networking and Security Adcons-2011, Vol.1,Pp-237-243, Nitk Suratkal , 16-18 December 2011.
Invited Talks:
  1. Gurrammagari, D.R. and Boopathy, P., 2025. A Survey on Ai Integration Into Industry 5.0. Gazi University Journal of Science, 38(1).
  2. Raj, G.D. and Prabadevi, B., 2025. Enhancing Surface Detection: A Comprehensive Analysis of Various Yolo Models. Heliyon.
  3. Raj, L., Batumalay, M. and Batumalai, C., 2024. Iot-Based Integrated Heads-Up Display for Motorcycle Helmet. International Journal of Advanced Computer Science & Applications, 15(9).
  4. Deepti Raj, G., & Prabadevi, B.(2024) Yolotransformer-Transdetect: A Hybrid Model for Steel Tube Defect Detection Using Yolo and Transformer Architectures. International Journal on Interactive Design and Manufacturing (IJIDEM).
  5. Boopathy, P., et al. (2024). The Metaverse for Industry 5.0 In Nextg Communications: Potential Applications and Future Challenges. IEEE Open Journal of The Computer Society. SCIE, Q1 and If: 6.3
  6. Jun, G. X., et al. (2024). Enhancing Safety for High Ceiling Emergency Light Monitoring. International Journal of Advanced Computer Science & Applications, 15(8). Scopus, SCIE, Q3 and If:0.7 ISSN: 2156-5570
  7. Raj, G. D., & Prabadevi, B. (2024). Mol-Yolov7: Streamlining Industrial Defect Detection with An Optimized Yolov7 Approach. IEEE Access. 12. Q1, SCIE, If:3.9 Pp. 117090-117101. ISSN: 2169-3536
  8. Prabadevi, B., et al. (2024). Blockchain for Edge Computing In Smart Environments: Use Cases, Issues, and Challenges. Journal of Circuits, Systems and Computers. Q3, SCIE, https://doi.Org/10.1142/S0218126624300095 If:0.9
  9. Ranjan, A., et al. (2024). Classification of Colorectal Cancer Using Resnet and Efficientnet Models. The Open Biomedical Engineering Journal, 18(1). Q4, Scopus. ISSN. 18741207
  10. Yenduri, G., et al. (2024). GPT (Generative Pre-Trained Transformer)–A Comprehensive Review. IEEE Access. Q1, SCIE, If:3.9, ISSN: 2169-3536
  11. Prabadevi, B., et al. (2024). Deep Learning for Intelligent Demand Response and Smart Grids: A Comprehensive Survey. Computer Science Review, 51. Q1, SCIE and If:13.3. ISSN: 1574-0137
  12. Raj, G. D., & Prabadevi, B. (2023). Steel Strip Quality Assurance with Yolov7-Csf. IEEE Access, 11, 129493-129506. Q1, SCIE, If:3.9 ISSN: 2169-3536
  13. Gadekallu, T. R., et al. (2023). Moth Flame Optimization-Based Ensemble Classification. Microprocessors and Microsystems, 104935. SCIE, Q3, If:1.9 ISSN: 0141-9331
  14. Prabadevi, B., et al. (2023). A Decision Model for Ranking Asian Higher Education Institutes. ACM Transactions on Asian and Low-Resource Language Information Processing, 22(3). SCIE, Q3, If:1.8 ISSN: 23754699
  15. Prabadevi, B., et al. (2023). Customer Churning Analysis Using Machine Learning Algorithms. International Journal of Intelligent Networks, 4. Scopus and Ei Compendex ISSN: 2666-6030
  16. Prabadevi, B., et al. (2022). Detecting Heart Ailments by Investigating ECG with Neural Networks. IJMEI, 14(5), 414-423. SCIE, Q3, If:0.5 ISSN: 1755-0661
  17. Rajagopal, S., & Prabadevi, B. (2022). Advanced Monitoring of Grinding Machine Using ML. ECS Transactions, 107(1), 1327. Scopus, Q4
  18. Maddikunta, P. K. R., et al. (2022). Industry 5.0: Enabling Technologies and Applications. Journal of Industrial Information Integration, 26, 100257. SCIE, Q1, If:10.4 ISSN: 2452-414x
  19. Deepa N, et al. (2022). A Survey on Blockchain for Big Data. FGCS. SCIE, Q1, If:7.1 ISSN: 0167-739x
  20. Ahmed, A., et al. (2022). AI for COVID-19 Pandemic. IJEHMC, 13(2), 1-21. SCIE, Q3, If: 1.3
  21. Gadekallu, T. R., et al. (2021). Blockchain for Edge of Things. IEEE IoT Journal, 9(2), 964-988. SCIE, Q1, If:9. ISSN: 2327-4662
  22. Prabadevi, B., et al. (2021). Toward Blockchain for Edge-of-Things. IEEE IoT Magazine. 10.1109/IOTM.0001.2000191
  23. Deepa, N., et al. (2021). Integrated Ranking Algorithm. IJITDM, 20(2): 597-618. SCIE, Q1, If:3.5 ISSN: 02196220
  24. Bashir, A.K., et al. (2021). ML Algorithms for Smart Grid Stability. ITEES. If:6.5. ISSN: 2050-7038
  25. Deepa, N., et al. (2021). AI for Healthcare Analysis. The Journal of Supercomputing, 77: 1998-2017. SCIE, Q2, If: 2.5. ISSN: 0920-8542
  26. Deepa, N., et al. (2020). Multiclass Model for Agriculture. IEEE Access, 8: 183749-183758. SCIE, Q1, If:3.9 ISSN: 2169-3536
  27. Maddikunta, P. K. R., et al. (2020). Battery Life Prediction in IoT Networks. IET ITS, 14(11): 1388-1395. SCIE, Q2, If: 2.5. ISSN: 1751-9578
  28. Prabadevi, B., et al. (2020). ARP Poisoning Security Analysis. IJSAEM, 11(1), 1-14. SCIE, Q2, If: 1.6. ISSN: 0976-4348
  29. Prabadevi, B., et al. (2019). Sniffing to DoS Attack Analysis. IJCNC: 1907.12735. SCOPUS, Q4. ISSN: 0974-9322
  30. Reddy, N.S., et al. (2019). Heart Rate Tool Using Sentiment Analysis. IJECE, 9(4): 2585-2592. SCIE, Q3, If:0.8 ISSN: 2088-8708
  31. Gharami, S., et al. (2019). Semantic Analysis of IoT. Electronic Government, 15(2): 144-165. SCIE, Q3. ISSN: 1740-7508
  32. Prabadevi, B., & Jeyanthi, N. (2018). TSCBA for ARP Cache Poisoning Attacks. Cybernetics and IT, 18(4), 75-93. SCIE, Q3, If: 1.2, ISSN: 1311-9702
  33. Prabadevi, B., & Jeyanthi, N. (2018). Sniffing Attacks Review. IJEECS, 12(3), 1117-1125. SCOPUS, Q3, ISSN: 2502-4752
  34. Prabadevi, B., & Jeyanthi, N. (2018). Mitigating ARP Sniffing. IJAIP, 10(1-2): 146-159. Q3. ISSN: 1755-0394
  35. Prabadevi, B., & Jeyanthi, N. (2017). ARP Cache Poisoning in Data Centers. Cybernetics and IT, 17(4): 69-86. SCIE, Q3, If: 1.2, ISSN: 1311-9702
  36. Leeladhar, A., & Prabadevi, B. (2017). Ring Signature in Cloud. RJPT, 10(1): 65. SCOPUS, Q3
  37. Kumar, V. E., & Prabadevi, B. (2017). SWF for Radiology Workflow. RJPBCS, 8(3): 0975-8585
  38. Jayanthi, M., & Prabadevi, B. (2016). Ranked Search Over Encrypted Data. IIOABJ, 7(1): 1-6. SCOPUS, Q4. ISSN: 0976-3104
  39. Shakthi D.S., & Prabadevi, B. (2016). Detecting Malicious Nodes in MANETs. IJPT, 8(3): 16107-16117. SCOPUS, Q3. ISSN: 0975-766x
  40. Khelge, T., & Prabadevi, B. (2015). ATPG Framework for Network Testing. IJSRD, 3(3): 3712-3715
  41. Prabadevi, B., & Tirmal, N. (2012). IRNSS Project Log Data Extraction. Elixir CSE, 49: 9876-9878

Patents Published
  1. IOAT (Internet Of Agricultural Things) Crop Monitoring System For Sustainable Agronomic Development (Application No.201941035000 A), 18th Oct, 2019
  2. A Recommendation Tool For Multi-cropping Using Internet Of Things And Artificial Intelligence (Application No.201941035010 A), 18th Oct, 2019
  3. A Iot System For Monitoring The Flow Of Creamed Rubber Latex During Rubber Harvesting (Application No.201941035004 A), 18th Oct, 2019

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