Shobana J
VIDWAN ID: 394199

Dr Shobana J

Female Doctor of Philosophy
Assistant Professor | Department of Data Science and Business Systems - KTR
SRM Institute of Science and Technology
Tamil Nadu
Expertise: Computer Science Artificial Intelligence
37 Publications
0 Projects
305 Scopus Citations
231 CrossRef
21 Years 2 Months Total Experience
Publications
37 Total
Articles
13
Chapters
13
Proceedings
11
Activity

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Scopus Scopus
305 Citations
10 h-index
CrossRef CrossRef
231 Citations
8 h-index
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Personal Details

Doctor of Philosophy
2021
N/A
Master of Engineering
2009
Sultan Qaboos University, Muscat
Assistant Professor
Jul 2022 – Present
SRM Institute of Science and Technology | Department of Data Science and Business Systems - KTR
Assistant Professor (Senior Grade)
Dec 2007 – Jun 2022
SRM Institute of Science and Technology | Department of Computer Applications - RMP
Lecturer
May 2006 – Dec 2007
Dr. M.G.R. Educational and Research Institute | Department of Computer Science and Engineering
Lecturer
Jul 2005 – May 2006
Vel Tech Rangarajan Dr. Sagunthala R & D Institute of Science & Technology, Chennai | School of Computing
Engineering and Technology
Computer Science Artificial Intelligence

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Scholarly Work

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Scholarly Publications

Explainability and Regulatory Compliance in Healthcare: Bridging the Gap for Ethical XAI Implementation

Book Chapter
Year: 2025. Pages: 521-561 .
Authors: Uma Maheswari Kalia Moorthy; Asthampatti Marimuthu Jayapalan Muthukumaran; Vijayalakshmi Kaliyaperumal; Shobana Jayakumar; Kalpana Ayanellore Vijayaraghavan

Adaptive particle swarm optimization algorithm based long short-term memory networks for sentiment analysis

Journal Article
Journal of Intelligent and Fuzzy Systems. Year: 2021. Volume: 40 , Issue: 6 , Pages: 10703-10719 .
Authors: Shobana, J.; Murali, M.

A survey on sentiment analysis algorithms and techniques

Journal Article
Journal of Advanced Research in Dynamical and Control Systems. Year: 2020. Volume: 12 , Issue: 04-SPECIAL ISSUE , Pages: 1893-1906 .
Authors: Shobana, J.; Murali, M.

An efficient sentiment analysis methodology based on long short-term memory networks

Open Access
Journal Article
Complex & Intelligent Systems. Year: 2021. Volume: 7 , Issue: 5 , Pages: 2485-2501 .
Authors: J. Shobana; M. Murali

Vaccination Thresholds and Bifurcation Analysis in a Measles SIR Model: A Comparative Numerical Study Using Variational Iteration Method and Runge-Kutta Method

Open Access
Journal Article
Mathematical Modelling of Engineering Problems. Year: 2025. Volume: 12 , Issue: 9 , Pages: 3146-3154 .
Authors: H. A. Bhavithra; D. Kavitha; J. Shobana; M. Nila; S. Sindu Devi

Enhancement of IoT based Flood Detection and Prevention using Arduino UNO with WiFi Module

Conference Paper
Year: 2023. Pages: 2290-2294 .
Authors: Charaan, R.M.D.; Shobana, J.; Krishnamoorthy, P.; Princy, B.A.; Abinaya, R.J.; Murugesan, K.

Dual-CNN-Based Waste Classification System Using IoT and HDS Algorithm

Book Chapter
Year: 2024. Pages: 287-309 .
Authors: A. V. Kalpana; S. Suchitra; Ram Prasath; K. Arthi; J. Shobana; T. Nadana Ravishankar

An Efficient Spam SMS Analysis Model based on Multinomial Naïve Bayes model Using Passive Aggressive Algorithm

Open Access
Conference Paper
Journal of Physics: Conference Series. Year: 2021. Volume: 2007 , Issue: 1 , Pages: 012047 .
Authors: Shobana, J.; Kanchana, D.
Showing 1 to 8 of 37 publications