K.Gayathri Devi
Professor and Electronics and Communication Engineering · Dr.N.G.P institute of Technology
Research Interests
Image Processing, AI, Machine learning, Deep Learning
Biography
• Completed Ph.D under the guidance of Dr.R.Radhakrishnan, Principal on the thesis titled “Certain Investigations on Automatic Segmentation of Colon using Clustering and Neural Network Approaches”- Highly Commended . • Received Ph.D. Guide ship Recognition - Anna University Chennai, Ref. No. 2940076 in Information and Communication Engineering in Jan 2016. Appointed as Doctoral Committee member for guiding scholars. • Published 2 Patent and 15 papers in reputed Journals,3 Book Chapters, 1 Book and 18 Conference publications. • Published a book “Artificial Intelligence Trends for Data Analytics Using Machine Learning and Deep Learning Approaches” CRC Press, Taylor and Francis Group, ISBN No- 978036741727,2020 • Completed 15 online certification courses from NPTEL, Coursera, Mathworks and Great Learning. Topper in the “Digital Image Processing of Remote Sensing Images” and “Outcome based pedagogic principles for effective teaching “ conducted by NPTEL.
Education
Ph.D - Anna University, Chennai,2016 ME- Dr.Mahalingam College of Engineering and Technology, Pollachi. Anna University-Chennai,2007 BE- Coimbatore Institute of Technology, Coimbatore,Bharathiar University,1998
Recent Scopus Publications
- A Review of Query Optimization Techniques: From Traditional to Reinforcement Learning Approaches
- A Comprehensive Review of Diabetes Prediction using Tongue Image Analysis with Machine and Deep Learning Methods
- An elegant intellectual engine towards automation of blockchain smart contract vulnerability detection
- A Secure Access Framework for IoT–Cloud Integration With Blockchain and Bi-GCN
- Optimizing Sustainability in Deep Learning for Real-Time Banana Leaf Disease Detection using Densenet-201 and Alexnet Inception Network
Links
- ORCID https://orcid.org/0000-0001-6308-7615
- Google Scholar https://scholar.google.com/citations?user=YeAyhRMAAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=56574176700