Qualification: MCA, Phd (Computer Science) Experience : 21 years +

Machine Learning, Big Data Analytics, Computational Biology

Google Scholar

:

https://scholar.google.ca/citations?user=e9Nuq2IAAAAJ&hl=en

Distributed Fuzzy Cognitive Maps for Feature Selection in Big Data Classification, Algorithms, 2022

A convolution neural network approach to Doppler spectra classification of 205 MHz radar, Theoretical & Applied Climatology, Springer 2022

Identification of Glaucoma from Fundus Images using Deep Learning Techniques, Indian Journal of Ophthalmology, Vol. 60, 2021

A high imperceptible data hiding technique using quorum function, Multimedia Tools and Applications, 2021

A Secure Framework for Remote Diagnosis in Health Care: A High Capacity Reversible Data Hiding Technique for Medical Images, Computers & Electrical Engineering, 2021

A Research on Glaucoma and Neuronal Image Disease Detection Using Various Techniques, TEST Engineering and Management, Mattingley Publishing company Vol. 82, 2020

Computational Framework with Novel Feature Extraction Method for Classification of Foot Postures in Indian Classical Dance, Intelligent Decision Technologies, IOS Press 2020

Automatic Annotation Of Dance Videos Based On Foot Postures, Indian Journal of Computer Science and Engineering, Vol. 11, 2020

A Novel Hybrid Approach To Blaze Out A New Path For Sustainable Results In Glaucoma Detection Using Fundus Images, World Review of Science Technology and Sustainable Development, Inderscience Publisher 2020

Iterative Parallel Genetic Algorithm or detecting communities in Social Networks, ARPN Journal of Engineering & Applied Sciences, 2017

A distributed ensemble machine learning technique for emotion classification from vocal cues, Big Data Analytics 2022, 2022

A Novel Ensemble Method for Underwater Mines Classification, International Conference on Innovative Data Communication Technologies and Application (ICIDCA 2021), 2021

Object Classification in Under Water SONAR Images using Transfer Learning Based Ensembled Model, International Conference on Advances in Computing and Communications (ICACC-2021), 2021

Survey on Deep Learning Techniques Used for Classification of Underwater Sonar Images, International Conference on IoT, Social, Mobile, Analytics Cloud in Computational Vision & Bio-Engineering (ISMAC- CVB 2020), 2020

Classification of Sequence Data Using LSTM: An Application on Chaotic Sequences, International Conference on Modeling Simulation and Optimization 2020 (CoMSO2020), 2020

Clustering Analysis of Epidemic Dataset using Distributed Platform, International conference on Advances in computing, communication, embedded and secure systems,(ACCESS 2020), 2020

FR CNN Classification For the Recognition Of Glaucoma, International Conference on computing communication and energy systems 2020, MEAC PERINTHALMANNA , 2020

Fuzzy Cognitive Map based Genetic Algorithm for Community Detection, 4th International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2019) Rama Devi Women's University, Vidya Vihar, Bhubaneswar, India (Only Govt. Women's University in Odisha), 2019

Analysing Disease Spread In Animal Social Networks By Using Evolutionary Modular Structure Detection, International Conference ICT4SD, Goa, 2019

A Novel Approach For Glaucoma Detection, International Conference International on Intelligent Computing and Control Systems [ICICCS 2019] , 2019

Dr. M. V. JUDY, Security Monitoring National Conference Proceedings , 2013 , ISBN : 978-81-924422-3-5

Dr. M. V. JUDY, Celebrating Gynergy: Women in the Public Domain Proceedings, 2015 , ISBN : 978-81-924422-6-6

Dr. M. V. JUDY, Literature and Technology: An Interface, 2016 , ISBN : 978-81-924422-7-3

Longest Continuous SBC Award from Computer Society Of India, in the year 2015

Significant Contribution Award from Computer Society Of India, in the year 2016

Significant Contribution Award - Cochin Chapter Region 7 from Computer Society Of India, in the year 2015

Longest Continuous SBC Award - Kochi Region VII from Computer Society Of India, in the year 2015

Longest Continuous SBC Award from Computer Society Of India, in the year 2016

RESEARCH PROJECTS

"Development of a computational tool, algorithms for Gene finding, mapping of genotype – phenotype based on classification of clinical data for Autism spectrum disorder." (DST - Cognitive Science Division- 2014 -2017 , Total outlay Rs.2855084)

"Implementation of enhanced Deep learning algorithms for Big data analytics in computational epidemiology" (CUSAT – State Plan Grants - 2017 --0001 , Total outlay Rs.400000)

"Automated real time traffic control system" (IEDC - CUSAT- 2018 -2018 , Total outlay Rs.100000)

"Digital Poompuhar: Visual Enhancement of Underwater Optical Images and Accuracy Improvement for Target Detection in Sonar Images" (ICPS (Interdisciplinary Cyber Physical Systems)-DST (Department of Science & Technology)- 2019 -2022 , Total outlay Rs.2500500)

"Hiding Clinical Information in Medical Images" (Rajagiri College of Social Sciences/Rajagiri Hospital- 2019 -2020 , Total outlay Rs.50000)