Research

                                                Artificial Intelligence of Things (AIoT)

1.  Amreen Ayisha M, Ankit Kumar, Gasti Harshini, Keerthana S, Mrs. Samatha R Swamy, "Privacy Preservation using Deep 

    Learning Methods", International Journal of Scientific Research in Engineering and Management (IJSREM) on Volume  

    07, Issue 04, April 2023.  DOI: https://doi.org/10.55041/IJSREM18680

2. Sujay C V, Suhas G R, V K Sunidi, Varuni V, Mrs.Samatha R Swamy, "Design of Smart Goggle For Visually Impaired with   

    Audio Features", International Journal of Advanced Research in Computer and Communication Engineering(IJARCCE), 

    India. Vol. 12, Issue 4, April 2023. DOI: https://ijarcce.com/wp-content/uploads/2023/05/IJARCCE.2023.124204.pdf

3. Samatha R Swamy, Ankith K A, Aditi Prasad Rao, Anusha P Dayananda (2024), "Market Analysis of Crop Price           

    Prediction" in International Journal of Innovative Research in Science, Engineering and Technology. 

    DOI: https://www.ijirset.com/upload/2024/august/107_Market.pdf

1. Swamy, S. R., Singh, P. K., Bajpai, P., Rakaraddi, A. S.,  Sachin, D. (2024). Early Age Heart Disease Prediction: A  

    Comprehensive Survey. Indiana Journal of Multidisciplinary Research, 4(3), 198-204. 

     DOI: https://doi.org/10.5281/zenodo.12679792

2. Swamy, S. R., Lochan, R., Saha, M. (2024). From Data to Diagnosis: Harnessing NLP in Clinical Document Understanding. 

     Indiana Journal of Multidisciplinary Research, 4(3), 223-228. DOI: https://doi.org/10.5281/zenodo.12680106

3. Swamy, S. R., Saha, M., & Lochan, R. (2024). Advancements in Energy Consumption Forecasting: A Comprehensive 

    Survey. Indiana Journal of Multidisciplinary Research, 4(3), 229-233. DOI: https://doi.org/10.5281/zenodo.12685152

4. Swamy, S. R., Singh, S., & Sayeeda, B. (2024). Transformative Potential of Large Language Models in Healthcare: A 

    Comprehensive Review and Analysis. Indiana  Journal of Multidisciplinary Research, 4(3), 234-238. DOI: 

    https://doi.org/10.5281/zenodo.12685238

5. Swamy, S. R., Suraj, K., & Uthpala, V. S. (2024). NeuroAI Nexus: Exploring the Convergence of Artificial Intelligence and 

    Neuroscience for Enhanced Diagnosis of Neurological Disorders. Indiana Journal of Multidisciplinary Research, 4(3), 239-

    243. DOI: https://doi.org/10.5281/zenodo.12685347

6. Swamy, S. R., Harini, S., & Sanjana, A. (2024). Predictive Analytics for Liver  Cirrhosis: Leveraging Machine 

    Learning to Enhance Early Detection and Intervention. Indiana Journal of Multidisciplinary Research, 4(3),  

    248-253. DOI: https://doi.org/10.5281/zenodo.12685527

7. Swamy, S. R., Pushpa, G., Gowda, M. G. R., Raghuram, S., & Chiranth, P. (2024), Comprehensive Approach to  

    Drone-Based Number Plate Recognition Using Python. Indiana Journal of Multidisciplinary Research, 4(3), 

    254-257. DOI: https://doi.org/10.5281/zenodo.12685570

8. Swamy, S. R., Rajgoli, S. R., & Hegde, T. (2024), "Stock Market Prediction with Machine Learning: A Comprehensive 

    Review". Indiana Journal of  Multidisciplinary Research, 4(3), 265-271. DOI: https://doi.org/10.5281/zenodo.12685839

9. Swamy, S. R., Harini, S., & Reddy, P. K. (2024), Predictive Modelling of Air Quality Index for Environmental Forecasting: 

    Integrating Environmental Data Analysis. Indiana Journal of Multidisciplinary Research, 4(3), 272-277. DOI: 

    https://doi.org/10.5281/zenodo.12685945

1. M. Chaturvedi, S. J. Ram, S. S. Shingade, and S. R. Swamy, ‘From monolith to microservices: A systematic literature  

    survey’, in 2024 IEEE 3rd International Conference on Data, Decision and Systems (ICDDS), Bangalore, India, 2024, pp. 1– 

    6. DOI: 10.1109/ICDDS62937.2024.10910708

2. S. R. Swamy and K. S. Nandini Prasad, "Revolutionizing Healthcare Intelligence Multisensory Data Fusion with Cutting- 

    Edge Machine Learning and Deep Learning for Patients’ Cognitive Knowledge", in 2024 International Conference on 

    Knowledge Engineering and Communication Systems (ICKECS), 2024, vol. 1, pp. 1–7.

    DOI: https://doi.org/10.1109/ICKECS61492.2024.10616464

3. S. R. Swamy and N. P. K S, ‘Hybrid machine learning model for early discovery and prediction of polycystic ovary 

    syndrome, in 2022 Second International Conference on Advanced Technologies in Intelligent Control, Environment, 

    Computing & Communication Engineering (ICATIECE), 2022, pp. 1–8. 

    DOI: https://doi.org/10.1109/ICATIECE56365.2022.10047488

4. R. Archana, C. Vaishnavi, D. S. Priyanka, S. Gunaki, S. R. Swamy, and P. B. Honnavalli, "Remote Health Monitoring using 

    IoT and Edge Computing", in 2022 International Conference on IoT and Blockchain Technology(ICIBT), 2022, pp. 1–6.

    DOI: http://dx.doi.org/10.1109/ICIBT52874.2022.9807710

5. N. Singh, A. Shyam, S. R. Swamy, and P. B. Honnavalli, "Differential Privacy in NoSQL Systems", in Data Science and 

    Security, Singapore: Springer Singapore, 2021, pp. 374–384. DOI: https://doi.org/10.1007/978-981-16-4486-3_42

6. Hukkeri, R. V. Malage, S. R. Swamy, P. B. Honnavali, and Others, "Estimation of Engagement of Learners in MOOCs using 

    Smart Visual Processing", 2021.  DOI: https://dx.doi.org/10.2139/ssrn.3884503

7. S. R. Swamy, K. S. N. Prasad, and P. Tripathi, ‘Smart home lighting system’, in 2020 International Conference on Smart 

    Innovations in Design, Environment, Management, Planning and Computing (ICSIDEMPC), 2020, pp.  75–81.  DOI: 

    http://dx.doi.org/10.1109/ICSIDEMPC49020.2020.9299585

Two conference papers authored by Prof. Samatha R Swamy have been accepted for presentation at prestigious international conferences:

1. The paper titled “AI-Enhanced Robotics in Healthcare: Transforming Diagnosis and Treatment” has been accepted for presentation at the 1st International Conference on Frontier Technologies and Solutions, to be held on March 27–28, 2025, at St. Joseph's College of Engineering, Chennai, India.

2. The paper titled “Design and Development of AI-IoT Based Smart Helmet to Ensure Safe Driving” has been accepted for presentation at the 3rd IEEE International Conference on Knowledge Engineering and Communication Systems (ICKECS-2025), scheduled for April 28–29, 2025, at SJC Institute of Technology, Chikkaballapur, Bengaluru.

1. Application Number :202341039939; Date of Filing: 12/06/2023

Title of Invention: Performance Evaluation of Computer-Aided Detection and Diagnosis System for Tumor   

                                  Using Big Data Analytics R

2. Application Number :202441067020; Date of Filing: 04/09/2024

 Title of Invention: Vision Transformer Based Recognition System to Protect Farmers and to increase the 

                                  nation's economy

1. Successfully mentored an internship-based research project titled “Keyword Spotting (KWS) from Audio Streams on ARM-based SoC Chips using PyTorch and ExecuTorch”, in collaboration with SenseSemi Technologies Pvt. Ltd., Bengaluru, from September 2024 to December 2024. The project, focused on the AI/ML domain, was undertaken by Shivangi Singh and Lochan R (7th Semester, ISE), along with Mayank Chaturvedi (5th Semester, Section A, ISE) and S Sujeeth Shingade (5th Semester, Section B, ISE) from the Information Science and Engineering department.

2. Successfully guided an internship-based research project titled “Real-Time Detection of IRIS-PUPIL Ratio” in collaboration with Aytasense Technologies Pvt. Ltd., Bengaluru, September 2024 to February 2025. The project, centered in the AI/ML domain, was undertaken by Kethesh K (8th semester) and Anusha P Dayananda, Aditi Prasad Rao, Ankith K A, K B Dhanush, Gaganashree H N, Sanmay S R, and Uzma Farzana M (6th semester) from the Information Science and Engineering department.

1. Contributed as a reviewer for the “International Conference on Emerging Technologies in Computer Science for Interdisciplinary Applications (ICETCS) 2024” organized by the Dept of CSE, AI-DS, CSE(ICB), B. M. S. College of Engineering, Bangalore, and IEEE Bangalore Section during 22nd and 23rd April 2024.

2. Served as a Reviewer for the IEEE 8th International Conference on Computational Systems and Information Technology for Sustainable Solutions (CSITSS 2024), organized by RV College of Engineering (RVCE), Bengaluru, held from November 7 to November 9, 2024.

3. Served as a Reviewer for the IEEE International Conference on Intelligent and Innovative Technologies in Computing, Electrical, and Electronics, organized by BNM Institute of Technology, Bengaluru, scheduled for January 16-17, 2025.