Dr. M. Durgadevi
Assistant Professor (Sr.G)
Department Of Computer Science And Engineering
Contact Information
Email : durgadem@srmist.edu.in
- Ph.D. in Computer Science and Engineering, Pondicherry University, 2020
- M.Tech. Network and Internet Engineering, Pondicherry University, 2015
- B.Tech. Computer Science Engineering, Pondicherry University, 2013
- Python Programming
- Data Mining
- S. Karthika and Dr. M. Durgadevi, “General Adversarial Networks (GAN): A general review on different variants of GAN and applications,” in Proceedings of the IEEE International Conference (6th International Conference on Communication and Electronics Systems (ICCES)), 2021
- M. Durgadevi and R. Kalpana, A Comprehensive Survey of Data Mining Techniques in Disease Prediction: Challenges and Applications of Data Analytics in Social Perspectives, IGI Global Publishers, pp. 27–53, 2021
- M. Durgadevi, “ A Superlative Set Theory for Prediction of Diabetic Risk,” in Research Challenges in Science, Engineering and Technology, Nova Publisher, USA, 2021
- M. Durgadevi, T. Veeramakali, K. Abinaya, and S. Kiruthiga, “ A Grey Prediction Model for Prognosticating Diabetes Mellitus using Hybrid Artificial Bee Colony Optimisation,” Vol. 63, No. 2s, pp. 9167-9178, 2020, Solid State Technology. (Scope Indexed)
- M. Durgadevi, “Disease Prediction Model for Diabetes Mellitus Using the Ant Miner-Genetic Algorithm, Vol. 58(2), pp. 10149–10155, 2020, Phychology and Education. (Scopus Indexed)
- M. Durgadevi and R. Kalpana, “A cooperative GA-SM prediction model for healthcare services,” Government Applications for Smart Cities, Vol. 16, No. 1/2, pp. 7–24, 2020, Inderscience Publishers
- M. Durgadevi and R. Kalpana, “Hybrid Multi-Cloud-Based Disease Prediction Model for Type II Diabetes,” Vol. 9, Issue 3, pp. 2327–2335, 2020
- M. Durgadevi and R. Kalpana, “An efficient diabetes prediction model using correlation-based feature selection with genetic algorithms for data classification,” Journal of Applied Sciences and Computations, Vol. VI, Issue IV, pp. 2077–2089, 2019
- M. Durgadevi and R. Kalpana, “Diabetic Risk Prediction based on Association Rule Mining using Soft Sets,” International Journal of Pure and Applied Mathematics (IJPAM), Vol. 116, pp. 259–265, 2017
- M. Durgadevi and R. Kalpana, “Medical Distress Prediction based on Classification Rule Discovery using Ant-Miner Algorithm,” in Proceedings of the IEEE International Conference (11th International Conference on Intelligent Systems and Control, ISCO’17), pp. 88–92, 2017
- M. Durgadevi and R. Kalpana, “Performance Analysis of Classification Approaches for Prediction of Type II Diabetes,” in Proceedings of the IEEE International Conference (9th International Conference on Advanced Computing, ICoAC), pp. 339–344, 2017
- Assistant Professor (Sr.G.), SRM Institute of Science and Technology, Vadapalani Campus, Sep 2020 to date
- I participated in a five-day online FDP (ATAL) on innovation in telemedicine in rural India enabled by advancements in artificial intelligence, medical Devices and IoT organised by R.M.K. Engineering College in June 2021
- I participated in a five-day online FDP (ATAL) on “Artificial Intelligence in Revolutionising Healthcare” organised by the National Institute of Technology Puducherry, Karaikal, in July 2021
- I participated in a two-week international FDP on technology insights on IOT, artificial Intelligence and data science organised by Easwari Engineering College, Chennai, in August 2021
- I participated in a two-week FDP entitled “A Blend of Machine Vision, Cyber Security, Block Chain, and Applications, organised by the Sathyabama Institute of Science and Technology, Chennai, in August 2021
- Organised International Research Conference on IOT, Cloud and Data Science (IRCICD 2021), Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai
- Five-Day Online Faculty Development Programme on Machine Learning and Deep Learning: Research and Application Perspectives, organised by the Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in April 2021
- Organised an online workshop for 2 days on information security and service management at the Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in October 2020
- Organised a two-day international seminar on “State of the Art in Computational Intelligence: An Introduction to Deep Learning Developers,” Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in October 2020
- I participated in the two-week online training programme on “matlab and labview programmeming” conducted by the National Institute of Technical Teachers Training and Research, Chennai, in February 2021
- I participated in the six-day online STTP on “Application of Deep Learning Techniques in Remote Sensing” organised by the Department of Computer Science and Engineering, Sethu Institute of Technology, Virudhunagar, Tamil Nadu, in February 2021
- I participated in the ATAL online FDP on machine learning organised by the R.M.K. College of Engineering and Technology in December 2020
- I participated in the TEQIP III—Three Days Online Faculty Development Programme on Exploring Research Problems Using Machine Learning” organised by the Coimbatore Institute of Technology in March 2021
- I participated in the online FDP on Data Science and Analytics, Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in January 2021
- I participated in the Five-Day Short-Term Training Programme on Big Data, Machine Learning and Deep Learning: The Paradigm Shift Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in December 2020
- Short-term training programme on emerging trends in pervasive and mobile computing under TEQIP-II at Pondicherry Engineering College, Puducherry, in April 2016
- A short-term training programme on bio-signal processing for telemedicine applications under TEQIP-II at Pondicherry Engineering College, Puducherry, in June 2016
- A workshop on Android application development was conducted by Apollo Computer Education and held at Pondicherry Engineering College, Puducherry, in March 2014
- Workshop on Entrepreneurship Development, organised by SP-CTEEM, Puducherry, in January 2013
- 5th National Level Technical Seminar on Current Trends in IT-Information Security, organised by Ocean Academy, Puducherry, in January 2012
- A workshop on Android and its applications was conducted by Softxper Solutions Pvt. Ltd. at Manakula Vinayagar Institute of Technology, Puducherry, in August 2012
- Workshop on Network Simulator-2 at Manakula Vinayagar Institute of Technology, Puducherry, in February 2012
- I presented a paper on information security at the National Level Technical Symposium held at Sri Manakula Vinayagar Engineering College, Puducherry, in 2012
- I participated in a five-day online FDP (ATAL) on innovation in telemedicine in rural India enabled by advancements in artificial intelligence, medical Devices and IoT organised by R.M.K. Engineering College in June 2021
- I participated in a five-day online FDP (ATAL) on “Artificial Intelligence in Revolutionising Healthcare” organised by the National Institute of Technology Puducherry, Karaikal, in July 2021
- I participated in a two-week international FDP on technology insights on IOT, artificial Intelligence and data science organised by Easwari Engineering College, Chennai, in August 2021
- I participated in a two-week FDP entitled “A Blend of Machine Vision, Cyber Security, Block Chain, and Applications, organised by the Sathyabama Institute of Science and Technology, Chennai, in August 2021
- Organised International Research Conference on IOT, Cloud and Data Science (IRCICD 2021), Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai
- Five-Day Online Faculty Development Programme on Machine Learning and Deep Learning: Research and Application Perspectives, organised by the Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in April 2021
- Organised an online workshop for 2 days on information security and service management at the Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in October 2020
- Organised a two-day international seminar on “State of the Art in Computational Intelligence: An Introduction to Deep Learning Developers,” Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in October 2020
- I participated in the two-week online training programme on “matlab and lab view programmeming” conducted by the National Institute of Technical Teachers Training and Research, Chennai, in February 2021
- I participated in the six-day online STTP on “Application of Deep Learning Techniques in Remote Sensing” organised by the Department of Computer Science and Engineering, Sethu Institute of Technology, Virudhunagar, Tamil Nadu, in February 2021
- I participated in the ATAL online FDP on machine learning organised by R.M.K. College of Engineering and Technology in December 2020
- Participated in the TEQIP III—Three Days Online Faculty Development Programme on Exploring Research Problems Using Machine Learning” organised by the Coimbatore Institute of Technology in March 2021
- I participated in the online FDP on Data Science and Analytics, Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in January 2021
- I participated in the Five-Day Short-Term Training Programme on Big Data, Machine Learning and Deep Learning: The Paradigm Shift Department of Computer Science and Engineering, SRM Institute of Science and Technology, Vadapalani Campus, Chennai, in December 2020
- Short-term training programme on emerging trends in pervasive and mobile computing under TEQIP-II at Pondicherry Engineering College, Puducherry, in April 2016
- A short-term training programme on bio-signal processing for telemedicine applications under TEQIP-II at Pondicherry Engineering College, Puducherry, in June 2016
- A Workshop on Android Application Development was conducted by Apollo Computer Education and held at Pondicherry Engineering College, Puducherry, in March 2014
- Workshop on Entrepreneurship Development, organised by SP-CTEEM, Puducherry, in January 2013
- 5th National Level Technical Seminar on Current Trends in IT-Information Security, organised by Ocean Academy, Puducherry, in January 2012
- A workshop on Android and its applications was conducted by Softxper Solutions Pvt. Ltd. at Manakula Vinayagar Institute of Technology, Puducherry, in August 2012
- Workshop on Network Simulator-2 at Manakula Vinayagar Institute of Technology, Puducherry, in February 2012
- Presented a paper on information security at the National Level Technical Symposium held at Sri Manakula Vinayagar Engineering College, Puducherry, in 2012
- I participated in a paper on network security at the International Conference on Computing and Advanced Networks held at the Chennai Institute of Technology, Chennai, in March 2013
- I participated in a paper on advanced stegnography and won first prize at the national-level technical symposium held at Sri Krishna College of Technology, Coimbatore, in February 2012.
- Presented a paper on network security at the International Conference on Computing and Advanced Networks held at the Chennai Institute of Technology, Chennai, in March 2013.
- I participated in a paper on advanced stegnography and won first prize at the national-level technical symposium held at Sri Krishna College of Technology, Coimbatore, in February 2012.
- Lifetime membership in “Indian Society of Technical Education” (ISTE)
- Lifetime membership in “Computer Science Teachers Association” (CSTA)
- Lifetime membership in “International Association of Engineers” (IAENG)