DEPARTMENT OF INFORMATION TECHNOLOGY, NITK SURATHKAL 

 

Journal Publications in 2024

SI NO          AUTHOR, PAPER AND JOURNAL DETAILS 

  1. Sreegeethi Devaguptam , Sai Srivatsa Gorti, Leela Akshaya, Sowmya Kamath S., “Automated Health Insurance Processing Framework with Intelligent Fraud Detection, Risk Classification and Premium Prediction”, SN Computer Science, 2024

  2. Ganesh Y, Veena Mayya, Sowmya Kamath S, ICU Patients' Pattern Recognition and Correlation Identification of Vital Parameters Using Machine Learning", Journal of Clinical Monitoring and Computing. Springer, 2024

  3. Vijetha, U., Geetha, V. Obs-Tackle: An Obstacle Detection System To Assist Navigation Of Visually Impaired Using Smartphones. Machine Vision And Applications35, 20 (2024). https://Doi.Org/10.1007/S00138-023-01499-

  4. Mummadi, S., Rudra, B.Quantum Cost Optimization Algorithm for Entanglement-based Asymmetric Quantum Error Correction, International Journal of Theoretical Physics62(11),236, 2024

  5. Roy, S.K., Rudra, B.Quantum-inspired hybrid algorithm for image classification and segmentation: Q-Means++ max-cut method, International Journal of Imaging Systems and Technology34(1),e23015, 2024.

  6. Shashank Shetty, Ananthanarayana V. S., Ajit Mahale, Suba Arul Devi, SMC-CNN: Stacked Multi-Channel Convolution Neural Network for predicting Acute Brain Infarct from Magnetic Resonance Imaging Sequences, IEEE Access, November 2024, Print ISSN: 2169-3536, Online ISSN: 2169-3536 Digital Object Identifier: 10.1109/ACCESS.2024.3498316

  7. Prathipati Jayanth, JattiDevaPaul, Pradeep Balla, Ritvik Kand Ananthanarayana V S, Lyric-to-Melody: Generative Song Melody Creation from Lyrics 6th International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, 20 - 21 December 2024, NIT Goa, IndiaAbhayjit Singh Gulati, Soumya Sangam Jha, Achyut Agarawal, Ananthanarayana V. S, Ensemble Based Method for Drug-Drug Interaction Prediction, The 3rd IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI-2025), March 06-08, 2025, ABV-IIITM Gwalior

  8. Ramu S, Ram Mohana Reddy Guddeti and Biju R. Mohan, “Federated Learning Approach for Human Activity Recognition in Online Examination Environment", Springer Multimedia Tools and Applications, Accepted for Publication, Dated March 28, 2025 (SCI/Scopus).

  9. Madhusmita Das, Biju R. Mohan and Ram Mohana Reddy Guddeti, “HSoMLSDP: A Hybrid Swarm-optimized Machine Learning Framework for Software Defect Prediction", IEEE Access, Accepted for Publication, Dated Mar 26, 2025.

  10. Madhusmita Das, Biju R. Mohan and Ram Mohana Reddy Guddeti, “Fault Tree Analysis: A Review on Analysis, Simulation Tools, and Reliability Dataset for Safety-Critical Systems”, Journal of Disaster Advances, Accepted for Publication, Dated November 13, 2024 (Geobase(Elsevier), Scopus Indexed, and UGC Approved Journal).

  11. Madhusmita Das, Biju R Mohan, Ram Mohana Reddy Guddeti, and Nandini Prasad, “Hybrid Bio-optimized Algorithms for Hyperparameter Tuning in Machine Learning Models: A Software Defect Prediction Case Study”, MDPI Journal on Mathematics, Aug 15, 2024, 12, 2521, https://doi.org/10.3390/math12162521 (SCIE/Scopus).

  12. Gagandeep, K.N., Belagali, A.R., Rashmi, M., Guddeti, R.M.R., “Interactive System for Toddlers Using Doodle Recognition”, Lecture Notes in Computer Science, vol 13102, July 2024, https://doi.org/10.1007/978-3-031-12700-7_61(Scopus).

  13. Niranjan, Natesha B.V., Rashmi M., Guddeti R.M.R., "An Effective Real-time Surveillance System for Fire and Smoke Detection Using CNN", Lecture Notes in Computer Science, vol 13102. July 2024,  https://doi.org/10.1007/978-3-031-12700-7_49(Scopus).

  14. Ramu Shankarappa, Nandini Prasad, Ram Mohana Reddy Guddeti and Biju R. Mohan, “Bio-Inspired Hyperparameter Tuning of Federated Learning for Student Activity Recognition in Online Exam Environment”, MDPI Journal on Artificial Intelligence (AI), 5, 1030–1048, July 2024, https://doi.org/10.3390/ai5030051(Scopus).

  15. Karthik, K., Sowmya Kamath, R. Supreetha, and Ashish Katlam. "Content-based medical retrieval systems with evidence-based diagnosis for enhanced clinical decision support." Expert Systems with Applications (2025): 126678. [SCI, IF: 7.5, Q1]

  16. Reshma Unnikrishnan; Sowmya S Kamath; Ananthanarayana VS, “Efficient Parameter Tuning of Neural Foundation Models for Drug Perspective Prediction from Unstructured Socio-Medical Data”, Journal of Engineering Applications of Artificial Intelligence, Vol 118, 2024 [SCI, IF: 9.6, Q1]

  17. Shanbhag, S., Raju, S., Gurupur, V., Kamath, S.S., Kandala, R.N., Trader, E.A., 2024. Analyzing Data Incompleteness for MRI Data for Quality Enhancement. IEEE Access, 2024.

  18. Naveen Shenoy, Alimurtaza Merchant, Sidharth Lanka, Sowmya Kamath S, “Code Description based Label Attention Model for Automated Diagnostic Code Prediction of Unstructured Clinical Records", Heliyon, Elsevier 2024. [SCIE, IF: 3.4, Q1]

  19. Yallabandi, G., Mayya, V., Jeganathan, J., & Kamath, S. (2023). ICU Patients’ Pattern Recognition and Correlation Identification of Vital Parameters Using Optimized Machine Learning Models. International Journal of Electrical and Computer Engineering Systems, 14(9), 1003-1013.

  20. Jalapur, S., Patil, N. An Integrated Deep Learning Framework for Soil Type Classification. SN COMPUT. SCI. 6, 251 (2025). https://doi.org/10.1007/s42979-025-03759-y

  21. Kulkarni, B.C., Sai, B.S., Kolagad, V. Patil N, Bhat P. Class-Balanced Protein Interaction Site Prediction Using Global and Local Features with XGBoost and Deep Learning. SN COMPUT. SCI. 6, 176 (2025). https://doi.org/10.1007/s42979-025-03709-8

  22. Jat, T., Patil, N. & Bhat, P. Detection of heart arrhythmia with electrocardiography. Netw Model Anal Health Inform Bioinforma 13, 57 (2024). https://doi.org/10.1007/s13721-024-00487-w

  23. Devi, T.G., Patil, N. Optimization-based convolutional neural model for the classification of white blood cells. J Big Data 11, 90 (2024). https://doi.org/10.1186/s40537-024-00949-y

  24. Payal Sharma and B. R. Purushothama, Proving the (In)Security of CRT Based Key Management Schemes Under SAOA Model, Wireless Personal Communications, Volume 134, pages 1299–1321, (2024).

  25. Sudhakara B, Shrutilipi Bhattacharjee, "High-Resolution Soil Moisture Estimation - A Case Study in Coastal India", Journal of the Indian Society of Remote Sensing (accepted) (Impact Factor: 2.2; Accessed on December 2024) [SCIE, Q2]

  26. Spurthy Maria Pais, Shrutilipi Bhattacharjee and Anand Kumar Madasamy, "Forecasting of Fine‑Grained SIF of OCO‑2 Using Multi‑source Data and AI‑Based Techniques", Journal of the Indian Society of Remote Sensing, (accepted) (Impact Factor: 2.2; Accessed on December 2024) [SCIE, Q2]

  27. Ramya D Shetty, Shrutilipi Bhattacharjee and Kogatam Thanmai, "Node Classification in Weighted Complex Networks using Neighborhood Feature Similarity", IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 8, no. 6, pp. 3982-3994, April 2024 (Impact Factor: 5.3; Accessed on November 2024) [10.1109/TETCI.2024.3380481] [SCIE, Q1]

  28. Mummadi, S., Rudra, B. Optimisation of quantum circuits using cost effective quantum gates,International Journal of Computational Science and Engineering, 2025, 28(2), pp. 246–253

  29. Naik, P.M., Rudra, B. Deep learning-based arecanut detection for X-ray radiography: improving performance and efficiency for automated classification and quality controlNondestructive Testing and Evaluation, 2025, 40(2), pp. 671–691

  30. Naik, P., Rudra, B. Framework for Lightweight Deep Learning Model Using YOLOv5 for Arecanut Grade AssessmentSN Computer Science, 2024, 5(8), 1015

  31. Naik, P.M., Rudra, B. Quantum-inspired Arecanut X-ray image classification using transfer learningIET Quantum Communication, 2024, 5(4), pp. 303–309

  32. Mummadi, S., Rudra, B. Fundamentals of quantum computation and basic quantum gatesQuantum Computing and Cryptography in Future Computers, 2024, pp. 33–50

  33. Pandey, A., Rudra, B. Deepfake Audio Detection Using Quantum Learning Models2024 IEEE Middle East Conference on Communications and Networking, MECOM 2024, 2024, pp. 1–6

  34. Koushik, M., Hegde, P., Rudra, B. Crack Density and Length Detection using Machine LearningProceedings of the World Congress on New Technologies, 2024

  35. Goel, S., Sawant, S.V., Rudra, B. Secure Decentralized Carpooling Application Using Blockchain and Zero Knowledge ProofInternational Conference on Internet of Things, Big Data and Security, IoTBDS - Proceedings, 2024, pp. 260–267

  36. Naik, P.M., Rudra, B. Optimizing Object Detection in YOLOv5 using Adaptive Genetic Algorithm: A Study on Population Sizes for Enhanced Accuracy2024 3rd International Conference for Innovation in Technology, INOCON 2024, 2024

  37. Roy, S.K., Rudra, B. Quantum-inspired hybrid algorithm for image classification and segmentation: Q-Means++ max-cut methodInternational Journal of Imaging Systems and Technology, 2024, 34(1), e23015

  38. Hariharan R L, Anand Kumar M, “A reasoning based explainable multimodal fake news detection for low resource language using large language models and transformers “(2025) Journal of Big Data (Springer), 12 (1).

  39. Pais, S.M., Bhattacharjee, S. & Anand Kumar M. Forecasting of Fine-Grained SIF of OCO-2 Using Multi-source Data and AI-Based Techniques. J Indian Soc Remote Sens (2025).

 

Conference Publications in 2024

SI NO          AUTHOR, PAPER AND Conference DETAILS 

  1. Dhiraj Choudhary, Hemanth Kumar M, Sowmya Kamath S, ”Advanced Smart Vehicle Perception System based on Embedded Sensor Data”, 6th International Conference on Machine Learning, Image Processing, Network Security, and Data Sciences (MIND 2024), NIT Goa, December 20-21, 2024

  2. Ritik Mahajan, Sowmya Kamath S., “Generating Clinically Relevant Radiology Reports using Multimodal Deep Learning Models”, ACM India Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 27th COMAD), Dec 14-17, 2024, IIT Jodhpur. (CORE A ranked)

  3. Saliq Gowhar, Praveen Kempaiah, Sowmya Kamath and Vijayan Sugumaran, “A Comprehensive Analysis of Classification Techniques for Effective Multi-Class Research Article Categorization on an Imbalanced Dataset” ADCOM 2024 (CORE A ranked)

  4. Hemanth Kumar M, Dhiraj Choudhary, Sowmya Kamath S, ”AI-Based Integrated Framework For Vehicle Perception Applications Using Onboard Sensor Data”, 15th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP2024), IIIT Bangalore, December 13-15, 2024

  5. Saliq Gowhar, Praveen Kempaiah, Sowmya Kamath and Vijayan Sugumaran, “Imbalanced Multi-Class Research Article Classification using Sentence Transformers and Machine Learning Algorithms” ACM India Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 27th COMAD), Dec 14-17, 2024, IIT Jodhpur. (CORE A ranked)

  6. Sidhaarth Sredharan Murali, Sowmya Kamath S, Supreetha R, “ReMAG-KR: Retrieval and Medically Assisted Generation with Knowledge Reduction for Medical Question Answering”, 62nd Annual Meeting of the Association for Computational Linguistics (ACL), Thailand, Aug 11-16, 2024. (Core A* Conference)

  7. Ritik Mahajan and Sowmya Kamath S, “HaleLab_NITK@SMM4H’24: Binary classification of English tweets reporting children’s medical disorders”, 9thSocial Media Mining for Health Research and Applications (#SMM4H) Workshop, 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand, August 11-16, 2024. (CORE A* Conference)

  8. Simhadri Sevitha, Mauli Mehulkumar Patel, Sowmya Kamath S, “HALE Lab NITK at Touché 2024: A Hybrid Approach for Identifying Political Ideology and Power in Multilingual Parliamentary Speeches”, CLEF 2024 Conference and Labs of the Evaluation Forum, Sept 9-12, 2024, Grenoble, France.

  9. Priyadarshini R, Varun Arya, Sowmya Kamath S, “Automated Marine Debris Detection From Sentinel-2 Satellite Imagery”, 2024 IEEE Space, Aerospace and Defence Conference (SPACE), July 22-23, 2024, Bangalore, India

  10. Prakash P, Sowmya Kamath S, Shrutilipi B, “Predictive Model for Enhancing Water Quality Monitoring Leveraging Satellite Data” 2024 IEEE Space, Aerospace and Defence Conference (SPACE), July 22-23, 2024, Bangalore, India

  11. Jayanth Prathipati and Sowmya Kamath S, “Predicting Air Quality Index with Recurrent Neural Networks and Meta-heuristic Algorithms”, 15th International IEEE Conference on Computing Communication and Networking Technologies (ICCCNT 2024), June 24 - 28, 2024, IIT Mandi

  12. Vedant Parwal and Sowmya Kamath S, “Content Based Surgical Video Retrieval using Scene and Motion Feature Embeddings”, 15th International IEEE Conference on Computing Communication and Networking Technologies (ICCCNT 2024), June 24 - 28, 2024, IIT Mandi

  13. Sidhaarth Sredharan Murali, Ishan Godbole and Sowmya Kamath S, “NBA MVP Prediction and Historical Analysis using Cross-Era Comparison Approaches”, 15th International IEEE Conference on Computing Communication and Networking Technologies (ICCCNT 2024),  June 24 - 28, 2024, IIT Mandi

  14. Durga Supriya H L, Swetha Mary Thomas, Sowmya Kamath S, A Multimodal Approach Integrating Convolutional and Recurrent Neural Networks for Alzheimer’s Disease Temporal Progression Prediction, Workshop on Domain adaptation, Explainability, Fairness in AI for Medical Image Analysis, 31st IEEE/CVF Conference on Computer Vision and Pattern Recognition 2024, Jun 17-21, 2024, Seattle, USA (CORE A*)

  15. Sarvesh Joshi and Sowmya Kamath S, “Social Network Science Approaches for Disease Named Entity Recognition and Extraction”, 38th International Conference on Information Networking (ICOIN 2024), Ho Chi Minh City, Vietnam, Jan 17-19, 2024 (CORE B Conference)

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Head of the Department,
Department of Information Technology,
National Institute of Technology Karnataka,
Surathkal, P. O. Srinivasnagar, Mangalore - 575 025
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Phone (HoD Direct line):    +91-824-2474040
Email:  head.it@nitk.edu.in
 

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