Faculty Profile

About

I am currently working as Assistant Professor in Department of Information Science and Engineering, BMS College of Engineering. Prior to joining BMSCE served as an Assistant Professor in the Department of Computer Science and Engineering NMIT. Received M.Tech. degree from Dayanand sagar College of Engineering.

Education

• M.tech - computer Networks
  dayanand sagar
  Passed Year: 2013 | Program Type: FullTime
• B.E - computer science
  KSIT/VTU
  Passed Year: 2011 | Program Type: FullTime

Selected Publications

• Journal | Published On : 29-06-2026
  Shobana T S, M Dakshayini, K R Venugopal
  Review on Contactless Vital Sign Monitoring: Techniques and Applications of Remote Photoplethysmography and Photoplethysmography for Remote Health Monitoring -(Q3 journal)
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• Conference | Published On : 05-05-2026
  Shobana T. S.,Rashmi K. B.,Megh Mayur M R,Mohd. Viquaruddin Anas,Vedant Khandelwal,Karthik N H
  Knowledge Distillation for Cataract Classification Using a ViT Densenet Framework
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• Conference | Published On : 05-05-2026
  Shobana T. S.,Rashmi K. B.,Neha Bhaskar,Nikitha Srinivas,Nanditha R,Nishita H
  Machine Learning Analysis of Amino Acid Profiles to Identify Cardiovascular- Relevant Pathways in Women with Polycystic Ovary Syndrome
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• Conference | Published On : 29-04-2026
  Shobana T. S.,Rashmi K. B.,Sarvagnya Raghottam Akamanchi,Shobhit Pandey,Prateeksha Bhat,Shlok Naik Charan
  Brain Tumour Analysis of MRI Images with a CNN Architecture Using Hybrid SiLU+GELU Activation Function
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• Conference | Published On : 31-03-2026
  Shobana T S, Rashmi K B, Prerith, Rajatha A N, Rohit A N, S Namitha
  A Comparative Study of Three Sentiment Classification Models for Romanized Kannada Using Stacking Ensembles
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• Conference | Published On : 31-03-2026
  R V Kirrthanaa, Ruchika Todi, Sara Khurshida, Sanjana Prasad, Rashmi K B, Shobhana T S
  Addressing Temporal Drift in Indian Music Recommendation Systems Using Hybrid Collaborative and Content-Based Filtering
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• Conference | Published On : 31-03-2026
  Rashmi K. B. , Shobana T. S., Rishika Nayana Shakthi, Mridhini Madhusudan, Nikhita S. P. , Mayank V Suvarna
  Intrusion Detection for Unmanned Aerial Vehicles (UAVs) via Lightweight Federated Continuous Learning
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• Journal | Published On : 06-02-2026
  Prajakth N. Kumar, Praneeth R. Upadhya, S. Nischay, G. Pavan Kumar, Shobana T. S. , Rashmi K. B.
  A temperature- and impedance-aware LSTM–PINN framework for physically consistent battery SOH prediction-(Scientific Reports)
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• Journal | Published On : 03-12-2025
  Rashmi R,Shobana T S,Vivek G Sindagi,Rajshree Jaju,Krishi Bagri
  SafeEats: A Comprehensive Framework for Food Allergy Detection-Scopus Journal-Q4(ISSN 2405-710X)
  Weblink
• Journal | Published On : 01-12-2025
  Rashmi K B, Shobana T S, Rohit, Sharanabasappa Biradar, Shivakumar, Shreesha Bhat HR
  Drug Response Prediction Using a Hybrid Graph Neural Network and MoE--Scopus Journal-Q3(ISSN: 2704-7598) No.15
• Journal | Published On : 18-07-2025
  Monisha H M,Rashmi R,Shobana T S,L Pragna,Ashpreet Singh,Nidhi S Adiga
  A Survey of EEG-Based Attention Detection Using Machine Learning and Deep Learning Techniques-Scopus Journal-Q4 (Issn No:1012-3407)
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• Journal | Published On : 16-07-2025
  Shobana T S,Monisha H M,Rakshitha M,Himani M,Jyotiprakash Panda
  AI Enhanced Wearable Device for the Visually Impaired-Scopus Journal-Q4( Issn No:1012-3407)
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• Journal | Published On : 02-02-2025
  Divya G R,Dhanya M Nayak,Disha, Madhu A Bhovi, Shobana T S
  Drones In Action: A Review Of Their Applications And Impact Across Sectors
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• Journal | Published On : 21-01-2025
  M S Puneeth, Mohammed Ayan Mulla, Mujagond Shashank, Kunaal Pramod, Mithun Krishna T, Shobana T S
  Drone Technologies: State Of The Art, Challenges And Future Scope
  Weblink
• Journal | Published On : 16-01-2025
  Mohan VH , Ramisetty Jyoshna , Girish Kumar KS , Gagan M ,Nalluri Kavyasree , Prof. Shobana T S
  Wine Quality Prediction Using Machine Learning
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• Journal | Published On : 15-01-2025
  Mohammed R Umar Farooq , Ganesh Tharun B, Harshavardhan G A , Jay Kumar , K Mohamad Hussain, Shobana T S
  Iot-Enabled Drones: Transforming Smart Cities For Urban Efficiency And Disaster Response
  Weblink
• Journal | Published On : 07-01-2025
  Adidtya Raman,Ganapati,Gunanka,Harsha ,Gireesh,Shobana T S
  Case Studies on Drone
  Weblink
• Journal | Published On : 06-01-2025
  Heman Gowda K S, Jai Gupta, Jiya Duseja, Kumar Aditya, Shreya Upadhyaya, Shobana T S
  Survey In Ai Applications Of Drone: Environmental Monitoring, Disaster Management, Agriculture, Logistics
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• Journal | Published On : 01-01-2025
  Basalingappa V. Pagi, Akash, Ramakrishna S, M. Rahul Datta, Shobana T S
  Classification Of Pituitary Brain Tumours Using Machine Learning
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• Conference | Published On : 20-12-2023
  Harini S ,Shobana T S ,Rithik Anand,Bhuvana Ravikumar,Maria Nikitha
  U-Net Based Brain Tumour Segmentation
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• Journal | Published On : 06-07-2023
  Tejas M 1 , Naveeth L2 , Vaibhav C M 3 ,Prof. Shobana T S 4
  Helmet and Number Plate Detection using YOLOv3
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• Journal | Published On : 10-01-2023
  H Sudarshan Pawan1, Dr. M Dakshayini1, Shobana T S
  CoVitaSi: Contactless Vital Sign Estimation using PPG Signals
• Journal | Published On : 07-09-2022
  Anjali Yogesh Devaraj1, Omisha N2, Anup Jain3, Shobana TS4
  Kannada Text Recognition
  Weblink
• Journal | Published On : 17-08-2021
  ,shobana t s ,Rohan H S Aditya Lall , Gagan Kashyap M
  Advance Encryption Standard Based Access Control With Block Chain Security In Personal Health Records
  Weblink
• Journal | Published On : 08-08-2021
  Rashmi r,shobana t s ,monisha hm
  Twitter Sentiment Analysis of COVID-19 pandemic during lockdown phases in India
  Weblink
• Conference | Published On : 17-05-2016
  shobana T S,Anju Thomas
  An approach for enhanced security using E-modes and Steganography
• Journal | Published On : 01-07-2014
  shoabana T S ,Ms. Shruthi, Madhumita Mishra
  A Robust Invariant Approach for Word Segmentation of Document Images
• Journal | Published On : 21-05-2013
  Shobana T.S , Bhaskara Rao N
  A New Set of Bilinear Pairings and Their Applications in Diffie-Hellman Type Key Exchange and Threshold Cryptography

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