Faculty Profile

About

Dr. Shobha T, have a Bachelor’s Degree in Information Science and Engineering from Visvesvaraya Technological University in 2004, and a Master’s Degree in Computer Science and Engineering from Visvesvaraya Technological University in 2010. I completed my PhD in Machine Learning from the “Visvesvaraya Technological University”, Belagavi, Karnataka, India in 2022. I have 19 years of experience in teaching. I am currently working as an Assistant professor in the Department of Information Science and Engineering at B.M.S College of Engineering. I’m a member of the IEEE Computer Society Chapter, Bangalore, and I have published many papers based on evolutionary algorithms in Scopus-indexed and Web of Science-indexed journals.

Education

• Ph.D - Machine Learning
  Visvesvaraya Technological University
  Passed Year: 2022 | Program Type: PartTime
• M.Tech - Computer Science and Engineering
  B.M.S College of Engineering / VTU
  Passed Year: 2010 | Program Type: FullTime
• B.E - Information Science and Engineering
  Vemana Institute of Technology / VTU
  Passed Year: 2004 | Program Type: FullTime

Selected Publications

• Journal | Published On : 31-08-2025
  Sridharan, S., Patil, S., Shobha, T., Pai, P
  ”Hybrid machine learning–based intrusion detection for zero-day attack prevention in digital education networks”, International Journal of Safety and Security Engineering, Vol. 15, No. 8, pp.1703-1713, 31 Aug 2025, ISSN: 2041-904X2041-904X, https://doi.org/10.18280/ijsse.150815 (Scopus Q3)
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• Journal | Published On : 30-07-2025
  Shobha T, Sreevidya B S, Shreya B, Surya P, Vaishnavi B Huvannavar
  “AI Based Real-Time Air Quality Monitoring System”, International Journal of Environmental Sciences, pp. 1099–1108, Vol. 11 No. 19s, Jul. 2025, ISSN: 2229-7359, https://doi.org/10.64252/ey4t8c80 (Scopus Indexed Q3)
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• Journal | Published On : 29-07-2025
  Prameetha Pai, S. Amutha, Seema Patil, T. Shobha, Mustafa Basthikodi, B. M. Ahamed Shafeeq & Ananth Prabhu Gurpur
  Deep learning-based automatic diagnosis of rice leaf diseases using ensemble CNN models. Scientific Reports 15, 27690 (2025), July 2025, ISSN 2045-2322, (WOS Indexed Q1-WOS:001539730100021)
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• Journal | Published On : 25-06-2025
  Dr. Shobha T, Sreevidya B S and Manjula S
  Detection of Depression in Students Using Machine Learning Models’, has been published in Degres Journal, ISSN: 0376-8163, Volume 10, Issue 6, June 2025, pp.374-380, doi:10.5281/zenodo.15762296. (Scopus Indexed Q4 & WOS)
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• Journal | Published On : 09-06-2025
  Sreevidya B S, Manjula S, Dr. Shobha T, Gauravesh Sharma
  “Enhancing Hindi OCR Accuracy with Large Language Model-Based Post-Processing”, has been published in Degres Journal, ISSN: 0376-8163, Volume 10, Issue 6, June 2025, pp. 1-8. doi.org/10.5281/zenodo.15585241 (Scopus Indexed Q4 & WOS)
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• Journal | Published On : 27-05-2025
  Prameetha Pai, S. Amutha, Seema Patil, Swathi Sridharan, T. Shobha*, and R. Vijaya Arjunan
  Slice Residual U-Net Based Rice Plant Disease Classification Using Convolutional Attentional BiGRU, Journal of Internet Services and Information Security (JISIS), volume: 15, number: 2 (May), pp. 387-408, ISSN: 2182-2069, DOI: 10.58346/JISIS.2025.I2.028 (Scopus Indexed Q2)
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• Conference | Published On : 01-01-2025
  Nevya Khandelwal, Sarthak Jaiswal, Dr. Shobha T
  “Product Authenticity Checker", in Proceedings of 8th International Conference on Computational Systems and Information Technology for Sustainable Solutions (CSITSS-2024), organized by RV College of Engineering, held during 7th Nov. – 9th Nov 2024 at Bengaluru, pp. 1-5, doi: 10.1109/CSITSS64042.2024.10817021 and also available online at IEEE digital Xplore Library in link https://ieeexplore.ieee.org/document/10817021, from 01 January 2025. (Scopus Indexed, INSPEC:26122461)
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• Conference | Published On : 18-04-2024
  E. Saravana Kumar, Raghu Ramamoorthy, Selvaraj Kesavan, Shobha T, Seema Patil, Vighneshwari B
  E. Saravana Kumar, Raghu Ramamoorthy, Selvaraj Kesavan, Shobha T, Seema Patil, Vighneshwari B has presented and published paper entitled “Comparative Study and Analysis of Cloud Container Technology", in Proceedings of 2024 11th International Conference on Computing for Sustainable Global Development (INDIACom), organized by INDIACom held during 28th Feb. – 01st March, 2024 at Bharati Vidyapeeth, New Delhi (INDIA), pp. 1681-1686, doi: 10.23919/INDIACom61295.2024.10499108 and also available online at IEEE digital Xplore Library in link , from 18 April 2024. (Scopus Indexed)
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• Journal | Published On : 13-10-2023
  Dr. Shobha T, Dr. Seema Patil and Dr. Ashwini N
  Dr. Shobha T, Dr. Seema Patil and Dr. Ashwini N, “CoCo the Cool Robot Cat - (Home Safety Robot using AI, IoT, and DL)” has been published in Sci Journal (Q2 Scopus Indexed), ISSN: 2413-4155, 5(4), 1–6, 13 Oct 2023.
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• Journal | Published On : 07-03-2023
  Seema Patil, T Shobha, J Jesy Janet Kumari, Ruksar Khanum, Ruzaina Anjum, Sneha Manjunath, Suriya Jan
  Seema Patil, T Shobha, J Jesy Janet Kumari, Ruksar Khanum, Ruzaina Anjum, Sneha Manjunath, Suriya Jan, "Medical Assistance for Alzheimer's Disease Using Smart Specs," has been presented and published in Proceedings of 4th International Conference on Circuits, Control, Communication and Computing (I4C-2022), organized by MS Ramaiah Institute of Technology, Bangalore, held during 21st to 23rd Dec 2022, pp. 363-366, ISSN: 2381-4128, doi: 10.1109/I4C57141.2022.10057684 and also available online at IEEE digital Xplore Library link: https://ieeexplore.ieee.org/document/10057684 from 7th March 2023. (Scopus Indexed-arXiv ID: 7141.2022).
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• Book Chapter or Books | Published On : 01-12-2022
  J Jesy Janet Kumari, Seema Patil, Shobha T, Bhoomika R, G Bhargav Teja
  J Jesy Janet Kumari, Seema Patil, Shobha T, Bhoomika R, G Bhargav Teja, “Pathway for a More Discrete Fintech Application”, Advances in Intelligent Systems and Technologies, pp. 149-157, December. 2022. ISSN (Online): 2959-3042, ISBN (Online): 978-9914-9946-1-2, AnaPub Publications, Kenya, doi: 10.53759/aist/978-9914-9946-1-2_28
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• Journal | Published On : 20-12-2021
  Seema Patil, Shobha T, Dr. R Ch. A Naidu, Dr. E Saravana Kumar, Vengatesan K
  Shobha T, Seema Patil, Dr. R Ch. A Naidu, Dr. E Saravana Kumar, Vengatesan K, “Pulmonological Disorders Caused Due to Covid-19 Pandemic”, Turkish Journal of Physiotherapy and Rehabilitation; 32(2): 1280-1284, 2021, (Scopus Indexed & WOS:000645051600156) and also Recognized by WHO-ID: 1218825
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• Journal | Published On : 20-12-2021
  Shobha T, Seema Patil, Dr. R Ch. A Naidu, Dr. E Saravana Kumar, Vengatesan K
  Shobha T, Seema Patil, Dr. R Ch. A Naidu, Dr. E Saravana Kumar, Vengatesan K, “Review On Side-Effects Of Covid-19 In The Growth Of Neurologic Diseases”, Turkish Journal of Physiotherapy and Rehabilitation; 32(2):1595-1598, 2021, (Scopus Indexed & WOS:000645051600113) and also Recognized by WHO-ID: covidwho-1218842
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• Journal | Published On : 31-03-2021
  Shobha T, R J Anandhi
  Shobha T and R J Anandhi, "Predictive Model Development for LULC Data Using Adaptive MLP Neural Network Architecture", has been published in International Journal of Security and Its Applications (IJSIA), ISSN: 1738-9976(Print); 2207-9629(Online), NADIA, (2020), Vol. 15, No. 1, pp. 11-22. (WoS Indexed-WOS:000640231100002)
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• Journal | Published On : 24-08-2020
  Shobha T, R J Anandhi
  Shobha T and R J Anandhi, “Robust Classifier Design with Ensemble Neural Network using Differential Evolution”, has been published in International Journal of Engineering Trends and Technology (IJETT- Scopus Indexed) – Special Issues - ICT 2020, ISSN:2231-5381, pp. 174-181, August 2020.
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• Journal | Published On : 09-04-2019
  Shobha T, R J Anandhi
  4. Shobha T and R J Anandhi, “Adaptive strategy operators based GA for rule discovery”, has been published in International Journal of Information Technology, Springer Nature 2019, Springer New York, USA, Volume 12 Issue 5, pp. 1365-1375.(Scopus Indexed & INSPEC:20767123)
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• Conference | Published On : 25-06-2018
  Shobha T, R J Anandhi
  Shobha T and R J Anandhi, “Classification rule discovery using variant genetic algorithm", has been presented and published in Proceedings of International Conference on Circuits, Controls, and Communications (CCUBE), organized by RNS Institute of Technology, Bangalore, on 15th and 16th Dec 2017, pp. 222-225, doi:10.1109/CCUBE.2017.8394151
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• Journal | Published On : 10-05-2016
  Anjali Anand, T. Shobha
  Paper entitled “Geo Hash Based Location Protection”, has been presented in International Conference on Engineering, Science, Management and Advances in Research Technology (ICESMART 2016), organized by T.John Institute of Technology and published in International Journal of Research in Engineering and Technology-IJRET, Volume 5, Special Issue 04, May 2016, eISSN:2319-1163, pISSN:2321-7308, pp. 397-400
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• Journal | Published On : 19-05-2014
  Nikita.B.Akal, Shobha.T
  Paper entitled “Reconstruction of Patch Face Reducing Malicious Attack in Secure Computation”, has been published in the International Journal of Innovative Research in Computer and Communication Engineering, pp. 4165-4172, Vol. 2, Issue 5, May 2014, ISSN(Online): 2320-9801, ISSN (Print): 2320-9798
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• Journal | Published On : 17-12-2010
  Shobha T, Syed Akram & Golla Varaprasad
  Shobha T, Syed Akram & Golla Varaprasad, published Paper on “Design and development of framework for diagnosing intermediate nodes”, in ACM SIGARCH Computer Architecture News, ACM New York, NY, USA, Volume 38 Issue 5, pp. 7-11, December 2010, doi: 10.1145/1978907.1978910 (INSPEC:12082791)
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