Article

Sowmiya, M and Dheepak, S and Hari Krishna, R and Athish, R S (2024) Classification of Cardiovascular Diseases from Magnetic Resonance Imaging using Classifiers. 2024 International Conference on Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC). pp. 528-533.

Sowmiya, M and Athish, R S and Sailesh, K (2024) Heart Disease Prediction using Optimized Feature Set and Classifiers. 2024 International Conference on Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC). pp. 333-337.

Maria Anto Benita, L and Sathyapriya, M and Venkatesh, D and Sowmiya, M (2024) Predictive Modeling of Data Transmission Throughput in IEEE 802.11 Networks Using Diverse Machine Learning Frameworks: A Comparative Analysis. 2024 International Conference on Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC). pp. 585-590.

Sowmiya, M and Miruthula, P V (2023) Evaluation study on Cardiac Abnormalities using Ensemble Classifier and Convolutional Neural Network. 2023 International Conference on Intelligent Technologies for Sustainable Electric and Communications Systems (iTech SECOM). pp. 152-157.

Sowmiya, M and Malar, E (2022) Hierarchical learning model for early prediction of coronary artery atherosclerosis. International Journal of Operational Research, 44 (4). p. 473. ISSN 1745-7645

Sowmiya, M (2021) An Integrated Vessel Segmentation and Machine Learning approach for abnormal vasculature detection in Retinal Images. 2021 IEEE Madras Section Conference (MASCON). pp. 1-7.

Jeyashree, A and Bavithra, K and Sowmiya, M and Archana, D and Subash Kumar, C S (2021) Automatic Vehicle Accident Indication and Reporting System for Road Ways Using Internet of Things. International Journal of Safety and Security Engineering, 11 (3). pp. 269-277. ISSN 20419031

Book Section

Jothibasu, M and Sowmiya, M and Harsha, R and Naveen, K S and Suriyaprakash, T B (2023) Improvement of computer vision-based elephant intrusion detection system (EIDS) with deep learning models. In: Innovative Engineering with AI Applications. Wiley Blackwell, pp. 131-153. ISBN 9781119792161

Sowmiya, M (2021) Deep Learning in Smart Applications: Approaches and Challenges. In: Challenges and Solutions for Sustainable Smart City Development. Springer, pp. 49-73. ISBN 9783030701826