Dr. P. Durgadevi
Assistant Professor (S.G)
Department Of Computer Science And Engineering
Contact Information
Email : durgadep@srmist.edu.inn
- Ph.D. Anna University, 2019
- M.E. CSE, Anna University, 2009
- B.Tech. Information Technology, Anna University, 2005
- Python programming
- Computer networks
- Cloud Computing
- Networking
- Dr. P. Durgadevi,Dr. K. Akila, Dr. G. K. Sandia,” Multivariateanalysis”,2024,ISBN –978-81-961881-1-5(Book Chapter)
- Ms. Pavithra, Dr. P. Durgadevi,”A Comprehensive Analysis of Various Threat Detection and Prevention
Techniques in IoT Environment”,2024 https://www.benthamscienc e.com/public/chapter/22253 - Ms. Harshini P J, Mr. Mohammed Atheequr Rahman and Dr. P. Durgadevi ”Augmenting Learning: Enhancing Textbook Education with Interactive AR Visualizations”,2024 IIP Publishers.(Book Chapter)
- Dr. P. Durgadevi, Dr. K. Akila” Quantum Classification”, 2024, DOI: 10.1201/9781003429654
- Sherine Glory J.,Durgadevi P,Ezhumalai P,”NeuroInteract: An Innovative Deep Learning Strategy for Effective Drug Repositioning in Schizophrenia Therapy”, 2024, https://link.springer.com/article/10.1007/s12559-024- 10384-
- Charles Prabu V; P. Pandiaraja; V Sathiyamoorthi; P. Durgadevi,” An Efficient ODR for Computer Night
VisionUsing Multi-Scale Retinex Network-Aided Enhanced Images”, 2024, https://ieeexplore.ieee.org/document/10780128 - P.S. Pavithra, P. Durgadevi,” Optimizing network security: Weighted average ensemble of BPNN and
RELM in EPRN-WPS intrusion detection”, 2025, https://doi.org/10.1016/j.co se.2024.104289 - Durgadevi P., Akila K.” FEATURE REDUCTION AND STROKE PREDICTION USING SPARSE
SUBSPACE CLUSTERING AUTOENCODER ON CLINICAL DATA”, 2024 - Parthasarathy A., Vasu H., Palani, P. Durgadevi,” Early Diagnosis of Glaucoma and Diabetic Retinopathy
Using Fundus Images Based on Ensemble Approach”,2025, 10.1007/978-3-031-82389-3_19 - Harshini.P.A,Rahman.M.A.,Raj,J.A.,P.Durgadevi,”Sign Language Recognistion System for Seamless Human-AI Interaction”,2025, 10.1007/978-3-031-82386-2_1
- P. Durgadevi, G. Sundari, S. S, S.Narang,” FractureAI Revolutionizing Bone Fracture Detection with Deep
Learning CNNs for Precision Medical Imaging”,2025, DOI: 10.1109/AUTOCOM64127.2025.10957315 - P.Durgadevi,Shrinithi Sai, S. Mukilan, S. Kamesh, ”Knee Osteoarthritis Severity Prediction Using Deep Learning”, 2025
- S.Bharathi and P.Durgadevi,” A Novel Approach to Driver Negligence Detection: EAXB- EVS Algorithm
With IoT Integration”,2025, https://doi.org/10.1002/ett.7 - A. Akila and P. Durgadevi,”Multimodal Fusion and Vision transformers for robust early AMD prediction”, 2025, DOI:10.1007/s12530-025-0
- P. Durgadevi, S. Vaishnavi, T. Guhan, and S. Mala, ”Recognition of Face Grounded on Ageing Factors by Exploiting Artificial Intelligence Techniques,” Annals of the Romanian Society for Cell Biology, May 2021. (Scopus indexed, indexed in Google Scholar)
- P. Durgadevi, C. Rupesh, Devaraj Poti, and M. Sajith Ahmed,” Flood Detection and Management Using IoT and Correlation Analysis,” Journal of Interdisciplinary Cycle Research, April 2021.
- Journal of Interdisciplinary Cycle Research, April 2021.
- P. Durgadevi, Lokesh Wary Sridhar, Shyam Sundar, and Sujith,” Public key encryption with keyword search,” International Journal of Advance Research, Ideas, and Innovations in Technology, April 2021. (Indexed in Google Scholar).
- P. Durgadevi, S. Vaishanavi, T. Veeramakali, and Prabu,” Comparative analysis of colour and texture-based skin recognition techniques using hand segmentation images,” Psychology and Education, January 2021. (scope indexed in Google Scholar)
- P. Durgadevi, M. Bhavani, R. Shankar, and D. Shiny Irene,” Bank Endorsement Classification: A Novel Content-Based Approach Using Pupil Tracking Technology,” Journal of Computational and Theoretical Nanoscience, June 2020.
- P. Durgadevi, T. Veeramakali, and M. Sherine Glory, “Energy-Effective Distributed Cooperative Cluster-Based Communication Protocol in Wireless Sensor Networks,” International Journal of Innovative Technology and Exploring Engineering, April 2020.
- P. Durgadevi, K. Akila, and T. Veeramakali, Cost-Effective Distributed Cooperative Cluster Based Communication Protocol in Wireless Sensor Networks, International Journal of Recent Technology and Engineering, March 2020.
- P. Durgadevi and S. Srinivasan, “Resource Allocation in Cloud Computing Using SFLA and Cuckoo Search Hybridization,” International Journal of Parallel Programming, August 2018.
- P. Durgadevi and S. Srinivasan, “Optimal Resource Discovery and Dynamic Resource Allocation Using Modified Hierarchal Agglomerative Clustering Algorithms and Bi-Objective Hybrid Optimisation Algorithms,” Asian Journal of Information Technology, January 2017.
- P. Durgadevi and S. Srinivasan, “Energy Efficiency in Resource Allocation Using Hierarchical Krill Herd Optimisation in a Cloud Environment,” International Journal of Printing, packaging and Aesthetic Science, December 2016.
- P. Durgadevi and S. Srinivasan, Resource Discovery and Dynamic Resource Allocation Using MHACA and HOA Algorithms in a Cloud Environment, International Journal of Advances in Computer and Electronics Engineering, August 2016.
- P. Durgadevi and S. Srinivasan, “Resource Aggregation and Management Using Improved Optimal Hierarchal Agglomerative Clustering Algorithms in Paas Clouds,” International Journal for Research & Development in Technology,” 2016.
- Presented a paper titled “Colour and Texture-Based Skin Recognition Techniques Using Hand Segmentation Images: A Comparative Study” at the International Conference on Smart Automation in Computer, Electrical, Electronics and Communication Engineering, conducted by SRM Valliammai Engineering College on April10, 2021.
- Presented a paper titled “Study of Multiple Imaging Modalities for Early Detection of Age-Related Molecular Degeneration” at the International Conference on Technological Investment in Computer and Communication, conducted by Adhiparasakthi Engineering College on March31, 2021.
- P. Durgadevi, Think Yoga: An Application for Solving Common Health Issues with Yoga, National Conference on Smart Innovations in Communications and Computing (NCSICC’18), 2018.
- Assistant Professor (Sr. G), SRM Institute of Science and Technology, Vadapalani Campus, Sep 2020 to date
- Associate Professor, Vel Tech Rangarajan Dr. Sakunthala Research institute of Science and technology, Dec 2019–August 2020
- Assistant Professor R.M.K. College of Engineering and Technology, June 2013–Dec 2019
- Assistant Professor, Arunai Engineering College, July 2009–April 2013
- Lecturer, Arunai Engineering College, June 2006–June 2007
- Attended ATAL Workshop on “Machine Learning” conducted by R.M.K COLLEGE OF ENGINEERING AND TECHNOLOGY, from 2020-12-7 to 2020-12-11
- Attended ATAL FDP on “Artificial Intelligence” conducted by ADITYA INSTITUTE OF TECHNOLOGY AND MANAGEMENT, from 2021-1-1 to 2021-1-5
- I attended the online FDP on “Data Science and Analytics” conducted by the Department of Computer Science and Engineering, SRMIST, from January4, 2021, to January8, 2021
- I attended the AICTE-sponsored six-day online STTP on “Deep Learning Techniques in Remote Sensing for Monitoring, managing and Conserving Natural Resources for the Sustainable Development of Nations from February1, 2021, to February6, 2021.
- I attended a programme on “MATLAB & LabVIEW Programming, conducted by NITTTR, Chennai, from February22, 2021, to March5, 2021 (two weeks).
- I attended a webinar on “Google Dialogue Flows and Django” conducted by VIT (Chennai Campus) on April17, 2021.
- I received a national-level award titled “Best Teaching Faculty 2019” from the Dr. Abdul Kalam Education Trust on October15, 2019.
- I received the award titled “Young Woman in Engineering” (Specialisation: Computer Science Engineering) from Venus Foundation-VIWA at the 3rd Annual Women’s Meet (AWM 2018) on March3, 2018.
- I received “Silver Category Elite Certification” in the NPTEL course “The Joy of Computing in Python” in April 2019.
- Received “Periyar Award” for Overall College Topper in Undergraduate Programme, 2005.
- Lifetime membership in “Indian Society of Technical Education” (ISTE) .
- Lifetime Membership in “Computer Society of India” (CSI) .
- Lifetime membership in “Computer Science Teachers Association” (CSTA) .
- Lifetime membership in “International Association of Engineers” (IAENG) .