Dr. Sheshikala M

Key Publications

1. Martha, S., Karunasri, G., & Bijalwan, V. “Hybrid ConvNeXt-Liquid Neural Network for Satellite Image Classification: A Benchmark on EuroSAT Dataset.” IEEE Transactions on Geoscience and Remote Sensing, Vol. 63, pp. 1-11, 2025, Art. No. 5645211. DOI: 10.1109/TGRS.2025.3615076. 2. Evaluating Large Language Models for Abstractive Summarization: A Benchmark Study on Recall, Fidelity, and Content Coherence., Journal of Information Science & Engineering, Anuradha Surabhi, Sheshikala Martha v. 42, n. 3, p. 793, doi. 10.6688/JISE.202605_42(3).0018 3. Chittepu, S., Martha, S. & Banik, D. Comprehensive survey on multimodal emotion detection with advances, challenges, and future directions in pairwise conversations. Cogn Process 27, 275–290 (2026). https://doi.org/10.1007/s10339-026-01330-y 4. Sirresha, Sheshikala, Debojyothi, et al. “Empowering voice assistants with TinyML for user-centric innovations and real-world applications.” Scientific Reports, 2025, 15:15411. DOI: 10.1038/s41598-025-96588-1 5. Chauhan, S., Edla, D. R., Boddu, V., et al., including Sheshikala Martha. “Detection of COVID-19 using edge devices by a light-weight convolutional neural network from chest X-ray images.” BMC Medical Imaging, 24(1), 2024. DOI: 10.1186/s12880-023-01155-7. 6. K. Gundla, S. Martha and A. K. Panigrahy, "Toward Explainable AI in Satellite Imagery: A ResNet-50-Based Study on EuroSAT Classification," in IEEE Access, vol. 13, pp. 165900-165908, 2025, doi: 10.1109/ACCESS.2025.3612014. 7. Rajesh, Mothe, and Sheshikala Martha. "Analysis of transcriptome of single-cell RNA sequencing data using machine learning." Soft Computing 27.13 (2023): 9131-9141. ( SCIE, Q1, IF: 4.1 ) 8. Air Quality Analysis through IoT Device and Risk Prediction of Asthma Attack using ML Techniques, Recent Advances in Electrical & Electronic Engineering, Volume 18, Issue 9, Nov 2025, p. 1413 – 1430, https://doi.org/10.2174/0123520965315046240802080024, 2024 9. Gaba, Shivani, Ishan Budhiraja, Vimal Kumar, Sheshikala Martha, Jebreel Khurmi, Akansha Singh, Krishna Kant Singh, S. S. Askar, and Mohamed Abouhawwash. "A Systematic analysis of enhancing Cyber Security using deep learning for Cyber Physical Systems." IEEE Access (2024). 10. Chauhan, Sohamkumar, Damoder Reddy Edla, Vijayasree Boddu, M. Jayanthi Rao, Ramalingaswamy Cheruku, Soumya Ranjan Nayak, Sheshikala Martha, Kamppa Lavanya, and Tsedenya Debebe Nigat. "Detection of COVID-19 using edge devices by a light-weight convolutional neural network from chest X-ray images." BMC Medical Imaging 24, no. 1 (2024): 1. 11. Top Five Machine Learning Libraries in Python: A Comparative Analysis”, Intelligent System Design, pages 559-565, 2023, Springer, Singapore. 12. Emotion Recognition Based on Streaming Real-Time Video with Deep Learning Approach”, Computer Communication, Networking and IoT, 393-401, 2023, Springer, Singapore. https://doi.org/10.1007/978-981-19-1976-3_48 13. Identification of Masked Face Using Deep Learning Techniques”, 3rd International Conference on Inventive Computation and Information Technologies, DOI: 10.1007/978-981-16-6723-7_66, 2021 14. “Personalied fashion recommender system with image ased neural networks”, M Sridevi, N ManikyaArun, M Sheshikala, Sudarshan E, doi:10.1088/1757-899X/981/2/022073, 17578981, 1757899X, December 2020, Impact Factor-0.53. 15. “Women Wellbeing Assessment in Indian Metropolises Using Machine Learning models”, Bonthala Prabhanjan Yadav, M.Sheshikala , N Swathi, Kanegonda Ravi Chythanya, Sudarshan E, doi:10.1088/1757-899X/981/2/022042, 17578981, 1757899X, December 2020, Impact Factor-0.53 16. “Checking For Identity-Based Remote Data Integrity Cloud Storage with Perfect Data Privacy”, Mahesh Akarapu, Sheshikala Martha, Koteshwar Rao Donthamala, B Prashanth, G.Sunil, K Mahender, doi:10.1088/1757-899X/981/2/022042, 17578981, 1757899X, December 2020, Impact Factor-0.53 17. “Cognitive ability to improve driving in aging adults suffering with visual and hearing impairments with yoga and exercise”, IOP Conf. Series: Materials Science and Engineering, doi:10.1088/1757-899X/981/2/022077, December 2020, Impact Factor-0.53 18. “A Survey Paper On Convolution Neural Network In Identifying The Disease Of A Cotton Plant”, Journal Of Mechanics Of Continua And Mathematical Sciences, ISSN (Online) : 2454 -7190 Vol.-15, No.-6, June (2020) pp 379-389. 19. “Syed Mustak Ahmed, M.Sheshikala, Ankit,Vinit , Lecture Notes in Electrical Engineering643-April 20291-301, 978- 981-15-3125-5,"https://doi.org/10.1007/978-981-15-3125-5_31,2019 20. “Natural language processing and machine learning classifier used for detecting the author of the sentence, International Journal of Recent Technology and Engineering, ISSN: 2277-3878, Volume-8 Issue-3, September 2019, 936-939 21. “Design of an optimized multicast routing algorithm for internet of things Open Access”, International Journal of Recent Technology and Engineering, ISSN: 2277-3878, Volume-8 Issue-2, July 2019, 4048-4053. 22. “Miss Leading Word Filtering Based Enhanced Marginalized Nosing control System”, International Journal of Pure and Applied Mathematics, Volume 120 No. 6 2018, 139-150 ISSN: 1314-3395 23. “Generating Non-redundant Multilevel Association Rules Using Min-max Exact Rules”, International Journal of Electrical and Computer Engineering (IJECE), Vol. 8, No. 6, December 2018, pp. 4568~4576, Issn: 2088 8708 24. “Survey on Multi Level Security for IoT Network in cloud and Data Centers”, in in Journal of Advanced Research in Dynamical & Control Systems, Vol. 10, 10-Special Issue, 2018, pp. (134-146), ISSN : 1943023X, Impact Factor: 0.11 25. “Software Defined Security SDSec: Reliable centralied security system to decentralied applications i`n SDN and their challenges”, in Journal of Advanced Research in Dynamical & Control Systems, Vol. 10, 10-Special Issue, 2018, pp. (147-152), ISSN : 1943023X, Impact Factor: 0.11 26. “Computation Analysis for Finding Co-location Patterns Using Map-Reduce FrameWork”, in Indian Journal of Science and Technology, Vol 8, Issue 8( Feb, 2017) 27. “A Novel Rank Based Co-Location Pattern Mining Approach Using Map- Reduce” in Journal of Theoretical and Applied Information Technology; Vol.87 , No. 3 (May, 2016). 28. “Join-Less Approach For Finding Co-Location Patterns- Using Map-Reduce Framework” in Journal of Theoretical and Applied Information Technology; Vol.87 , No. 2 (May, 2016). 29. “Co-location Mining in Uncertain Data Sets – A Probabilistic Approach” in International Journal of Cybernetics and Informatics; Vol.5 , Issue. 1 (Feb, 2016).

Interests

Research Areas

Student Supervision

Key Publications

Research Projects/Patents

Awards & Achievements

Best CSI Supporting Management

Uthama Acharya Puraskar