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M. R. Gauthama Raman

Observed names: Gauthama Raman, Gauthama Raman M R, Gauthama Raman M. R., Gauthama Raman M.R., Gauthama Raman MR, M R Gauthama Raman, M.R. Gauthama Raman
ORCID: 0000-0002-5285-9330
Observed ORCID: 0000-0002-5285-9330
OpenAlex ID: A5019304605
A deep learning framework for building energy consumption forecast
2020 · Nivethitha Somu, Gauthama Raman M R, et al. · Renewable and Sustainable Energy Reviews · 522
A hybrid model for building energy consumption forecasting using long short term memory networks
2020 · Nivethitha Somu, Gauthama Raman M R, et al. · Applied Energy · 410
An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine
2017 · M.R. Gauthama Raman, Nivethitha Somu, et al. · Knowledge-Based Systems · 247
A Hypergraph and Arithmetic Residue-based Probabilistic Neural Network for classification in Intrusion Detection Systems
2017 · M.R. Gauthama Raman, Nivethitha Somu, et al. · Neural Networks · 94
Machine learning for intrusion detection in industrial control systems: challenges and lessons from experimental evaluation
2021 · Gauthama Raman M. R., Chuadhry Mujeeb Ahmed, et al. · Cybersecurity · 93
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An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm
2019 · M. R. Gauthama Raman, Nivethitha Somu, et al. · Artificial Intelligence Review · 82
A multilayer perceptron model for anomaly detection in water treatment plants
2020 · Gauthama Raman MR, Nivethitha Somu, et al. · International Journal of Critical Infrastructure Protection · 76
Challenges in Machine Learning based approaches for Real-Time Anomaly Detection in Industrial Control Systems
2020 · Chuadhry Mujeeb Ahmed, Gauthama Raman M R, et al. · ACM Workshop on Cyber-Physical System Security (CPSS) · 76
Deep autoencoders as anomaly detectors: Method and case study in a distributed water treatment plant
2020 · M.R. Gauthama Raman, Wenjie Dong, et al. · Computers & Security · 55
A trust centric optimal service ranking approach for cloud service selection
2018 · Nivethitha Somu, Gauthama Raman M.R., et al. · Future Generation Computer Systems · 51
A Hybrid Physics-Based Data-Driven Framework for Anomaly Detection in Industrial Control Systems
2021 · M. R. Gauthama Raman, Aditya P. Mathur · IEEE Transactions on Systems Man and Cybernetics Systems · 48
Hypergraph Based Feature Selection Technique for Medical Diagnosis
2016 · Nivethitha Somu, M. R. Gauthama Raman, et al. · Journal of Medical Systems · 40
An improved robust heteroscedastic probabilistic neural network based trust prediction approach for cloud service selection
2018 · Nivethitha Somu, Gauthama Raman M.R., et al. · Neural Networks · 38
Anomaly Detection in Critical Infrastructure Using Probabilistic Neural Network
2019 · M. R. Gauthama Raman, Nivethitha Somu, et al. · Communications in computer and information science · 29
Development of Rough Set – Hypergraph Technique for Key Feature Identification in Intrusion Detection Systems
2017 · M R Gauthama Raman, Kannan Kirthivasan, et al. · Computers & Electrical Engineering · 24
An Improved Rough Set Theory based Feature Selection Approach for Intrusion Detection in SCADA Systems
2019 · S. Priyanga, M.R. Gauthama Raman, et al. · Journal of Intelligent & Fuzzy Systems · 22
Rough Set-hypergraph-based Feature Selection Approach for Intrusion Detection Systems
2016 · M.R. Gauthama Raman, K. Kannan, et al. · Defence Science Journal · 20
AICrit: A unified framework for real-time anomaly detection in water treatment plants
2021 · Gauthama Raman M.R., Aditya P. Mathur · Journal of Information Security and Applications · 19
An improved rough set approach for optimal trust measure parameter selection in cloud environments
2019 · Somu Nivethitha, M. R. Gauthama Raman, et al. · Soft Computing · 19
E-FPROMETHEE: An Entropy Based Fuzzy Multi Criteria Decision Making Service Ranking Approach for Cloud Service Selection
2017 · B. Akshya Kaveri, O. Gireesha, et al. · Communications in computer and information science · 18
IBGSS: An Improved Binary Gravitational Search Algorithm based search strategy for QoS and ranking prediction in cloud environments
2019 · Nivethitha Somu, Gauthama Raman M.R., et al. · Applied Soft Computing · 17
Design-knowledge in learning plant dynamics for detecting process anomalies in water treatment plants
2021 · Dillon Cheong Lien Sung, Gauthama Raman M.R., et al. · Computers & Security · 16
WNN-EDAS: A Wavelet Neural Network Based Multi-criteria Decision-Making Approach for Cloud Service Selection
2019 · O. Gireesha, Nivethitha Somu, et al. · Advances in intelligent systems and computing · 16
An Efficient Intrusion Detection Approach Using Enhanced Random Forest and Moth-Flame Optimization Technique
2019 · P. S. Chaithanya, M. R. Gauthama Raman, et al. · Advances in intelligent systems and computing · 13
A hybrid approach using rough set theory and hypergraph for feature selection on high-dimensional medical datasets
2019 · M. R. Gauthama Raman, Somu Nivethitha, et al. · Soft Computing · 13
Works count: 35
Citation count: 2,090
H-index: 19
I10-index: 25
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