Experience
2024 - Present
Assistant Professor
Christ University,Bengaluru
2022 - 2024
Scientist
West Virginia University, Morgantown, USA,Morgantown
2019 - 2022
Scientist
Indian Institute of Science, Bangalore,Bangalore
2018 - 2019
Assistant Professor
Kristu Jayanti College,Bangalore
2013 - 2018
Research Scholar
Bangalore University,Bangalore
RESEARCH, TEACHING, or OTHER INTERESTS
Computer Science, Biotechnology, Cancer Research, Space and Planetary Science
331
Scholar Citations
10
Scholar h-index
10
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
Automated Maternal–Fetal Health Analysis through Deep Neural Network Integration in Ultrasound Imaging SS Gornale, R Siddalingappa, K Li, KW Goh 2026
Adaptive Phoneme State Learning Architecture for Enhanced Speech Recognition Using Backpropagation Neural Network and Hidden Markov Model R Siddalingappa, M Savitha, P Stella Mary I, S Gornale, L BA, K Li, ... F1000Research 15, 338 , 2026 2026
Enhanced radiation exposure of airline crew and passengers during the May 2024 geomagnetic storm H Aryan, J Bortnik, WK Tobiska, P Mehta, B Hogan, R Siddalingappa, ... Journal of Geophysical Research: Space Physics 131 (1), e2025JA034217 , 2026 2026
FEDGE: FEDerated learning at the EDGE on space platforms using deep neural network architectures R Siddalingappa, L BA International Journal of Information Technology, 1-12 , 2025 2025 Citations: 1
Enhancing image compression through a novel Structural Fidelity Weighted Ensemble (SFWE) model PS Mary, R Siddalingappa, M Savitha MethodsX 15, 103695 , 2025 2025
A Comparative Analysis of L1, L2, and L1L2 Regularization Techniques in Neural Networks for Image Classification A Deepa, R Siddalingappa, P Kalpana, J Loveline Zeema, M Vinay, ... International Journal of Engineering Trends and Technology 73 (10), 107-116 , 2025 2025
Artificial Intelligence and Human-AI Driven Accreditation System for Higher Education Quality Assurance P Prakash, SS Gornale, R Siddalingappa 2025 2nd International Conference on Artificial Intelligence and Knowledge … , 2025 2025
A hybrid ensemble of denoising autoencoders and deep learning models for fetal image analysis S Gornale, P Kamat, P Hiremath, R Siddalingappa Cureus Journal Of Computer Science , 2025 2025 Citations: 2
Enhancing Image Classification Performance through Hybrid Self-Supervised Learning Strategies R Siddalingappa International Journal of Electronics and Communication Engineering 12 (7 … , 2025 2025
AI-Driven Lead Scoring: Enhancing Real Estate Decisions with Predictive Analytics RS Maansi Tomer IEEE International Conference on Electronics, Computing and Communication … , 2025 2025
Comparative Analysis of Machine Learning Models and Interpolation Techniques for Seasonal Rainfall Prediction in Tamil Nadu K Evangilin, R Powell, J Suganthi, S Deepa, R Siddalingappa 2025 International Conference on Emerging Trends in Industry 4.0 … , 2025 2025 Citations: 1
A Fine-tuned ProtGPT2 (transformer model) for predicting more virulent SARS-CoV-2 variants and understanding its virulence by biophysical methods DS Paul, AR Jeyaraj, R Siddalingappa, R Venkatachalam, G Kothandan Authorea Preprints , 2025 2025
Cross correlation between plasmaspheric hiss waves and enhanced radiation levels at aviation altitudes H Aryan, J Bortnik, WK Tobiska, P Mehta, R Siddalingappa, B Hogan Space weather 23 (2), e2024SW004184 , 2025 2025 Citations: 6
A Fine-tuned ProtGPT2 (transformer model) for Predicting more Virulent SARS-CoV-2 variants and understanding its virulence by biophysical methods SP Dhamodharan, AR Jeyaraj, R Siddalingappa, R Venkatachalam, ... bioRxiv, 2025.01. 13.632691 , 2025 2025 Citations: 1
Digital workflow integration in All-on-4 implant rehabilitation: A case report of complete mandibular restoration MB Ravi, A Aradya, N Vinodkumar, MR Dhakshaini, S Rashmi International Journal of Health & Allied Sciences 14 (1), 121-125 , 2025 2025
A Knowledge Based Grade Prediction System using Machine Learning for Higher Education Institutions R Siddalingappa, SS Gornale, S Kumar Nanotechnology Perceptions 20 (S14) , 2024 2024
Reduced‐order probabilistic emulation of physics‐based ring current models: Application to RAM‐SCB particle flux AA Cruz, R Siddalingappa, PM Mehta, SK Morley, HC Godinez, ... Space weather 22 (6), e2023SW003706 , 2024 2024 Citations: 2
Deep learning techniques for a comprehensive analysis of fetal biometric parameters across trimesters S Gornale, P Kamat, R Siddalingappa, S Kumar Transactions on Machine Learning and Artificial Intelligence 12 (3), 18-45 , 2024 2024 Citations: 3
Finding identical sequence repeats in multiple protein sequences: An algorithm: VK Maurya et al VK Maurya, M Sanjeevi, CN Rahul, A Mohan, D Ramachandran, ... Journal of Biosciences 49 (1), 41 , 2024 2024
A KNOWLEDGE BASED GRADE PREDICTION SYSTEM USING MACHINE LEARNING FOR HIGHER EDUCATION INSTITUTIONS P PRAKASH, SG SHIVANAND, S RASHMI, K SATISH NANOTECHNOLOGY, 1683-1697 , 2024 2024
MOST CITED SCHOLAR PUBLICATIONS
International journal of advanced research in computer science and software engineering S Roy, S Nag, IK Maitra, SK Bandyopadhyay International Journal 3 (6) , 2013 2013.0 Citations: 61
K-nearest-neighbor algorithm to predict the survival time and classification of various stages of oral cancer: a machine learning approach R Siddalingappa, S Kanagaraj F1000Research 11, 70 , 2023 2023.0 Citations: 54
Anomaly detection on medical images using autoencoder and convolutional neural network R Siddalingappa, S Kanagaraj International Journal of Advanced Computer Science and Applications , 2021 2021.0 Citations: 33
Gender classification based on online signature features using machine learning techniques R Siddalingappa, S Gornale, S Kumar, A Mane International Journal of Intelligent Systems and Applications in Engineering … , 2022 2022.0 Citations: 20
Survey on handwritten signature biometric data analysis for assessment of neurological disorder using machine learning techniques S Gornale, S Kumar, R Siddalingappa, PS Hiremath Transactions on Machine Learning and Artificial Intelligence 10 (2), 27-60 , 2022 2022.0 Citations: 20
Hidden Markov Model for speech recognition system—a pilot study and a naive approach for speech-to-text model S Rashmi, M Hanumanthappa, MV Reddy Speech and Language Processing for Human-Machine Communications: Proceedings … , 2017 2017.0 Citations: 15
Bi-directional long short term memory using recurrent neural network for biological entity recognition R Siddalingappa, K Sekar IAES International Journal of Artificial Intelligence 11 (1), 89-101 , 2022 2022.0 Citations: 12
Methods and applications of machine learning in structure-based drug discovery M Sanjeevi, PN Hebbar, N Aiswarya, S Rashmi, CN Rahul, A Mohan, ... Advances in Protein Molecular and Structural Biology Methods, 405-437 , 2022 2022.0 Citations: 11
Qualitative and quantitative study of syntactic structure: a grammar checker using part of speech tags S Rashmi, M Hanumanthappa International Journal of Information Technology 9 (2), 159-166 , 2017 2017.0 Citations: 11
Enhanced radiation levels at aviation altitudes and their relationship to plasma waves in the inner magnetosphere H Aryan, J Bortnik, WK Tobiska, P Mehta, R Siddalingappa Space weather 21 (10), e2023SW003477 , 2023 2023.0 Citations: 10
Venkat and Ravikiran S. 2014 S Rashmi, S Addamani Spectral Angle Mapper Algorithm for Remote Sensing Image Classification , 0 Citations: 8
The role of the national assessment and accreditation council in ensuring quality education in the Indian education system: an analysis of its accreditation standards and … P Prakash, S Gornale, MS Shymasundar, R Siddalingappa British Journal of Multidisciplinary and Advanced Studies 4 (6), 1-18 , 2023 2023.0 Citations: 7
Text-to-Speech translation using Support Vector Machine, an approach to find a potential path for human-computer speech synthesizer S Rashmi, M Hanumanthappa, NM Jyothi 2016 International Conference on Wireless Communications, Signal Processing … , 2016 2016.0 Citations: 7
Phonetic dictionary for natural language processing: Kannada MV Reddy, M Hanumanthappa, NM Jyothi, S Rashmi International Journal of Engineering Research and Applications 4 (7), 1-4 , 2014 2014.0 Citations: 7
Cross correlation between plasmaspheric hiss waves and enhanced radiation levels at aviation altitudes H Aryan, J Bortnik, WK Tobiska, P Mehta, R Siddalingappa, B Hogan Space weather 23 (2), e2024SW004184 , 2025 2025.0 Citations: 6
Impact of Phonetics in Natural Language Processing: A Literature Survey M Hanumanthappa, S Rashmi, NM Jyothi IIJISET–International Journal of Innovative Science, Engineering … , 2014 2014.0 Citations: 6
Training based noise removal technique for a speech-to-text representation model S Rashmi, M Hanumanthappa, B Gopala Journal of Physics: Conference Series 1142 (1), 012019 , 2018 2018.0 Citations: 5
Metrics for evaluating phonetics machine translation in Natural Language Processing through modified Edit Distance algorithm-A naive approach M Hanumanthappa, S Rashmi, MV Reddy 2015 International Conference on Computer Communication and Informatics … , 2015 2015.0 Citations: 4
Dimensionality Reduction for Text Pre-processing in Text Mining Using NLTK S Rashmi International Journal of Applied Engineering Research 10 (ISSN 0973-4562 … , 2015 2015.0 Citations: 4
Deep learning techniques for a comprehensive analysis of fetal biometric parameters across trimesters S Gornale, P Kamat, R Siddalingappa, S Kumar Transactions on Machine Learning and Artificial Intelligence 12 (3), 18-45 , 2024 2024.0 Citations: 3
