Ministry of Education
Kowsalya G
VIDWAN ID: 356646

Ms Kowsalya G

Female Master of Science
Assistant Professor | Mathematics
Karunya Institute of Technology and Sciences, Coimbatore
Tamil Nadu
Expertise: Mathematics
ORCID 0000-0002-4250-1490 Scopus 57216954812 Google Scholar w6tRqgUAAAAJ
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12 Publications
0 Projects
18 Scopus Citations
7 CrossRef
4 Years 4 Months Total Experience
Publications
12 Total
Articles
8
Proceedings
4
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Scopus Scopus
18 Citations
2 h-index
CrossRef CrossRef
7 Citations
2 h-index
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Personal Details

Master of Science
2022
N/A
Assistant Professor
May 2022 – Present
Karunya Institute of Technology and Sciences, Coimbatore | Mathematics
Physical Sciences
Mathematics

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Scholarly Work

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Scholarly Publications

Propagation-Aware Knowledge Extraction for Fault Detection in Wireless Sensor Networks via RF Link-Quality, Text, and Data Mining

Open Access
Journal Article
Year: 2025. Volume: 7 , Issue: 2 .
DOI 10.31838/njap/07.02.22

An Intelligent Facial Recognition Framework Using Stacked Autoencoders Integrated With Convolutional Neural Network Architectures

Open Access
Journal Article
International Journal of Artificial Intelligence and Machine Learning. Year: 2026. Volume: 6 , Issue: 5S , Pages: 325-334 .
Authors: Sureshkumar Somanathan; M Praneesh; Padmapriya M. R; G. Kowsalya; K. Sathishkumar; E. Pavithra; R. Naveenkumar
DOI 10.51483/ijaiml.6.5s.2026.325-334

Deep Learning-Based Approach for Accurate Plant Disease Identification Using Image Analysis

Conference Paper
Year: 2025. Pages: 1-6 .
Authors: Sakthivel, K.; Arularasi, S.; Gopinath, S.; Vinoth, M.; Kowsalya, G.; Lalitha, S.
DOI 10.1109/AIMLA63829.2025.11040209

Auguring and Predictions of COVID-19 by ML and PowerBI

Conference Paper
Year: 2023. Pages: 1-4 .
Authors: Geetha, B.G.; Sakthivel, K.; Gopinath, S.; Kowsalya, G.
DOI 10.1109/ICSSS58085.2023.10408074

Review on Deep Learning Methodologies in Medical Image Restoration and Segmentation

Short Survey
Current Medical Imaging Reviews. Year: 2023. Volume: 19 , Issue: 8 , Pages: 844-854 .
Authors: Hepzibah Christinal Anandharaj; R. Hephzibah; G. Kowsalya; R. Jayanthi; D. Abraham Chandy
DOI 10.2174/1573405618666220407112825 Crossref Crossref: 5 Scopus Scopus: 12

Analysis of the Measurement Matrix in Directional Predictive Coding for Compressive Sensing of Medical Images

Open Access
Journal Article
ELCVIA Electronic Letters on Computer Vision and Image Analysis. Year: 2021. Volume: 20 , Issue: 2 , Pages: 102-113 .
Authors: Hepzibah Christinal A; Kowsalya G; Abraham Chandy D; Jebasingh S; Chandrajit Bajaj
DOI 10.5565/rev/elcvia.1412 Scopus Scopus: 2

Development of Low Rank Sparse Matrix Decomposition for Improving Spatial and Temporal Resolutions of MRI Medical Data

Conference Paper
Year: 2021.
Authors: G. Kowsalya; A.Hepzibah Christinal; D.Abraham Chandy; S. Jebasingh; R. Hephzibah; Chandrajit Bajaj
DOI 10.1109/ICAECA52838.2021.9675779 Scopus Scopus: 1

Analysis of the impact of measurement matrices in compressive sensing for medical images

Journal Article
Advances in Mathematics: Scientific Journal. Year: 2020. Volume: 9 , Issue: 2 Special Issue , Pages: 591-600 .
Authors: G. Kowsalya; H. A. Christinal; D. A. Chandy; S. Jebasingh; C. Bajaj
DOI 10.37418/amsj.9.2.7 Crossref Crossref: 2 Scopus Scopus: 2
Showing 1 to 8 of 12 publications