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RESEARCH

Research Supervisor Details:

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Sl.No ​ Research Supervisor Google scholar link Registered University No. of Students Guiding No. of students Completed PhD under supervision
1. Dr Vindya P Malagi https://scholar.google.com/citations?user=dR7Sn8QAAAAJ&hl=en&authuser=1 VTU 3 Nill
2. Dr. Aruna M G https://scholar.google.com/citations?hl=en&user=RWj7lT8AAAAJ VTU Nill Nill

Research Scholar Details:

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Sl.No ​ Research Scholar Guide name Registered University Research Area Year of Registration Status
1. Prof. Asha K Dr. Prabhudev Jagadeesh VTU Machine Learning 2021 Applied for Coursework Exams
2. Prof. Rashmi K Dr. Jyothi R VTU Image Processing 2022 Yet to Registster

Patent Details:

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  1. Ananya, Dr.Archudha , Dr. Reshma , Prof. Ensteih Silvia and Prof. Deepshree B published patent under the title “NANO GUARDIANS: TRANSFORMATIVE MICROBOTS FOR AQUATIC ECOSYSTEM ” It was filed and published. Application No.202441000967 A
  2. Cloud Based Female Security Device, by Prof. Ramya K, Prof. Asha K , Prof. Rashmi K (11 January 2024) Design no. : 400309-001
  3. Image Sequence Characterization for Object Tracking Test Result Interpretation, by Dr. Vindhya P Malagi, Dr. Krishnan Rangarajan, Dr. Ramesh Babu D R (22 December 2023) Application no: 202341080131 A
  4. Approach to Test Occlusion Handling in Tracking Algorithms, by Dr. Krishnan Rangarajan, Dr. Vindhya P Malagi, Dr. Ramesh Babu D R (22 December 2023) Application no: 202341080133 A
  5. Meager- A Notification Filter for Chat Applications using text, by Dr. Archudha A and Prof. Kavya D N (22 December 2023) Application no: 202341080128 A
  6. Smartwell- Personalized Wellness Insights Powered by Machine Learning, by Dr. Archudha A and Prof. Kavya D N (22 December 2023) Application no:202341080639 A
  7. Artificial Intelligence Driven Data Processing Platform, by Kavya D N and et al., (05 September 2023) Patent Number: 6298639, Available: www.gov.uk/ipo
  8. NLP Processing Server Equipment, by Dr. Smitha Sasi, Dr. Anju Vijayakumar Kulkarni, Dr. Vindhya Prasanna Malagi, Kavya Doddamane Nagaraja. (2023, August 01). Patent Number [6298493]. Available: www.gov.uk/ipo
  9. Namitha K and Cia Shetty student of 5th semester, along with professor Vindhya P Malagi filed a patent on "ChargeDis"- one Destination to women's menstrual Health Queries at Indian patent office on 30th Dec 2022, Patent Application number:202241069875.
  10. Vindhya P Malagi has filed a patent on “Alerting System for Identification of Public Without Mask” on May 01, 2021, Patent Application number: 202141020021 and published on 31st May 2021.
  11. Dr. Vindhya P Malagi received the Australian Government Certificate of Grant under Innovation, for the Patent titled "Automated Location Identification System using Text and Image Data", under Patent No. 2021100154 dated 31st of March 2021 for a period of 8 years.
  12. Dr.Preeti Satish & Prof.Swetha.M.D filed an Indian Patent with PATENT TITLE: “Automated Diagnosis of Multiple Sclerosis Lesions in Normal Appearing White Matter from Brain MRI on Routine MRI Sequence”.

Research Publication

➺2024

  • S. M., S. ., Malagi, V. P. ., & Sasi, S. . (2023). Euri – A Deep Ensemble Architecture For Oral Lesion Segmentation And Detection. International Journal of Intelligent Systems and Applications in Engineering, 12(3s), 242–249
  • Sunil Kumar, V., Renukadevi, S., Yashaswini, B.M., Malagi, V.P., Pareek, P.K. (2024). Feature Fusing with Vortex-Based Classification of Sentiment Analysis Using Multimodal Data. In: Shetty, N.R., Prasad, N.H., Nalini, N. (eds) Advances in Computing and Information. ERCICA 2023. Lecture Notes in Electrical Engineering, vol 1104. Springer, Singapore. https://doi.org/10.1007/978-981-99-7622-5_32
  • Malagi, V.P., Naresh, E., Mithra, C. et al. Adaptive residual convolutional neural network for moiré image restoration. Int. j. inf. tecnol. 17, 783–791 (2025). https://doi.org/10.1007/s41870-024-02203-3
  • Satish, N., Bukapindi, M., K, S., Akhil, G., Malagi, V.P. (2024). Innovating Drug Design for Alzheimer’s Disease via Reinforcement Learning for Enhanced Molecular Generation. In: Roy, S., Sinwar, D., Dey, N., Perumal, T., R. S. Tavares, J.M. (eds) Innovations in Computational Intelligence and Computer Vision. ICICV 2024. Lecture Notes in Networks and Systems, vol 1117. Springer, Singapore. https://doi.org/10.1007/978-981-97-6992-6_20
  • A. M G, E. Silvia, R. R. Al-Fatlawy, H. K. Rao and S. M, "Vine Disease Detection UAV Multi Spectral Image using Segnet and Mobilenet Method," 2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT), Bengaluru, India, 2024, pp. 1-4, doi: 10.1109/ICDCOT61034.2024.10515972.
  • S. Padma Kala, M. G. Aruna, B. P. Upendra Roy, S. Gurumoorthy and H. Alabdeli, "Residual Attention based Long Short-Term Memory for Anomaly Human Behaviour Detection," 2024 International Conference on Distributed Computing and Optimization Techniques (ICDCOT), Bengaluru, India, 2024, pp. 1-4, doi: 10.1109/ICDCOT61034.2024.10515970.
  • Mogarala Guruvaya, A., Kollu, A., Divakarachari, P. B., Falkowski-Gilski, P., & Praveena, H. D. (2024). Bi-GRU-APSO: Bi-Directional Gated Recurrent Unit with Adaptive Particle Swarm Optimization Algorithm for Sales Forecasting in Multi-Channel Retail. Telecom, 5(3), 537-555.
  • Deepa, N., Aruna, M.G., Sharma, S. et al. Internet of things enabled rail-wheel contact temperature monitoring using fiber Bragg grating sensors. J Opt (2024). https://doi.org/10.1007/s12596-024-02286-y
  • P, Likith, Sahana N D, Puneeth P, Niranthar M and Aruna M G. “Implementation of Real-Time Audio-to-Text Conversion and Processing for Seamless Transformation in Classroom Environment.” International Journal of Innovative Science and Research Technology (IJISRT) (2024): n. pag.
  • Ashwitha, A., Suresh, Y.V., Reshma, S. et al. Task scheduling using glowworm-based optimal heterogeneous earliest finish time algorithm for mobile grid. Int. j. inf. tecnol. (2024).
  • Reshma, S., Chennakesavulu, M., Patil, S.S. et al. Efficient feature fusion model withmodified bidirectional LSTM for automatic Parkinson's disease classification. Int. j. inf. tecnol. 16, 3963–3971 (2024).
  • Sreedhar, P. S. S., Sujay, V., Rani, M. R., Melita, L., Reshma, S., & Boopathi, S. (2024). Impacts of 5G Machine Learning Techniques on Telemedicine and Social Media Professional Connection in Healthcare. In Analyzing Current Digital Healthcare Trends Using Social Networks (pp. 209-234). IGI Global.
  • M, K., Ramar, S., A, A., D N, K., Buchade, D., & Tripathy, A. K. (2024). MREM-IUP - A MultiRegressor Based Ensemble Model for Assessing the Internet Addiction in Youth Using Physical and Behavioural Indicators . South Eastern European Journal of Public Health, 1182–1189. https://doi.org/10.70135/seejph.vi.2370
  • Kamalakumari, J., Archudha, A., Kiruthikaa, R., Saranya, N., Kaliappan, S., Pavithra, G., & Manjunath, T. C. (2024, August). AI-ML-Powered IoT approach for designing a smart wheelchair for individuals with disabilities. In AIP Conference Proceedings (Vol. 3149, No. 1). AIP Publishing.

➺2023

  • Sunil Kumar, V., Renukadevi, S., Yashaswini, B.M., Malagi, V.P. and Pareek, P.K., 2023, February. Feature Fusing with Vortex-Based Classification of Sentiment Analysis Using Multimodal Data. In International Conference on Emerging Research in Computing, Information, Communication and Applications (pp. 463-480). Singapore: Springer Nature Singapore.
  • Shah, A., Ayushi, S., Bhumika, R., Bhandary, K.P., Krishnan, R. and Vindhya, M., 2023, April. Change Detection of Terrain Using Satellite Imagery. In 2023 International Conference on Advances in Electronics, Communication, Computing and Intelligent Information Systems (ICAECIS) (pp. 453-458). IEEE.
  • Srividya, B.V., Sasi, S., Durdi, V.B., Kulkarni, A.V., Malagi, V. and Menon, R., 2023. An Efficient Mobile Descend Scheduling for Enterprise of Mobility-Grounded Systems for Wireless Sensor Networks. International Journal of Intelligent Systems and Applications in Engineering, 11(8s), pp.328-337.
  • Vijaykumar, A. and Malagi, V.P., 2022, November. Personalized E-learning System Using Linear Regression for Intelligent Tutoring Systems. In International Conference on Intelligent Computing and Communication (pp. 93-103). Singapore: Springer Nature Singapore.
  • Sagari, S.M., Malagi, V.P. and Sasi, S., 2024. Euri–A Deep Ensemble Architecture For Oral Lesion Segmentation And Detection. International Journal of Intelligent Systems and Applications in Engineering, 12(3s), pp.242-249.
  • SUMA, S., MALAGI, V.P. and CHIKOP, S., 2023. Resting State EEG Based Classification of Premature Internet Addicts. Korean Journal of Physiology and Pharmacology, 27(2), pp.193-202.

➺2022

  • Sagari, S.M., Malagi, V.P. (2022). A Comprehensive Study of Advances in Oral Cancer Detection Using Image Processing Techniques. In: Smys, S., Tavares, J.M.R.S., Balas, V.E. (eds) Computational Vision and Bio-Inspired Computing. Advances in Intelligent Systems and Computing, vol 1420. Springer, Singapore
  • Kumar, V.S., Pareek, P.K., de Albuquerque, V.H.C., Khanna, A., Gupta, D. and Renukadevi, D., 2022, October. Multimodal Sentiment Analysis using Speech Signals with Machine Learning Techniques. In 2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon) (pp. 1-8). IEEE.
  • Reshma S, Chetanaprakash, "Optimized Controller Scheme for Autonomous Navigation in Infotainment on Internet-of-Vehicles", International Journal of Computer Networks and Applications (IJCNA), 10(3), PP: 265-276, 2023, DOI: 10.22247/ijcna/2023/221882.
  • Kumar, V.S., Renukadevi, S., Pareek, P.K., De Albuquerque, V.H.C., Gupta, D. and Khanna, A., 2022, December. Detection of Leukemia from Histopathological Image using Deep Learning Techniques. In 2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, Computing & Communication Engineering (ICATIECE) (pp. 1-7). IEEE

➺2022

  • Mathew, R., Paul, J., Jamadagni, R., Shruthii, R.G. and Malagi, V., 2022, April. A Comprehensive Study on Hardware and Software Based Accident Detection Systems. In Proceedings of the International Conference on Innovative Computing & Communication (ICICC).
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