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Gauthama Raman MR
Gauthama Raman MR
iTrust, Centre for Research in Cyber Security, Singapore University of Technology and Design
在 sutd.edu.sg 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
A hybrid model for building energy consumption forecasting using long short term memory networks
N Somu, GR MR, K Ramamritham
Applied Energy 261, 114131, 2020
2652020
An efficient intrusion detection system based on hypergraph-Genetic algorithm for parameter optimization and feature selection in support vector machine
MRG Raman, N Somu, K Kirthivasan, R Liscano, VSS Sriram
Knowledge-Based Systems 134, 1-12, 2017
2582017
A deep learning framework for building energy consumption forecast
N Somu, GR MR, K Ramamritham
Renewable and Sustainable Energy Reviews 137, 110591, 2021
2362021
A hypergraph and arithmetic residue-based probabilistic neural network for classification in intrusion detection systems
MRG Raman, N Somu, K Kirthivasan, VSS Sriram
Neural Networks 92, 89-97, 2017
1002017
An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm
MRG Raman, N Somu, S Jagarapu, T Manghnani, T Selvam, ...
74*
A trust centric optimal service ranking approach for cloud service selection
N Somu, GR MR, K Kirthivasan, SS VS
Future Generation Computer Systems 86, 234-252, 2018
642018
A multilayer perceptron model for anomaly detection in water treatment plants
GR MR, N Somu, AP Mathur
International Journal of Critical Infrastructure Protection 31, 100393, 2020
532020
Challenges in machine learning based approaches for real-time anomaly detection in industrial control systems
CM Ahmed, GR MR, AP Mathur
Proceedings of the 6th ACM on cyber-physical system security workshop, 23-29, 2020
462020
Hypergraph based feature selection technique for medical diagnosis
N Somu, MRG Raman, K Kirthivasan, VSS Sriram
Journal of medical systems 40, 1-16, 2016
422016
An improved robust heteroscedastic probabilistic neural network based trust prediction approach for cloud service selection
N Somu, GR MR, V Kalpana, K Kirthivasan, SS VS
Neural Networks 108, 339-354, 2018
372018
Machine learning for intrusion detection in industrial control systems: challenges and lessons from experimental evaluation
GR MR, CM Ahmed, A Mathur
Cybersecurity 4 (1), 27, 2021
352021
Anomaly detection in critical infrastructure using probabilistic neural network
MR Gauthama Raman, N Somu, AP Mathur
Applications and Techniques in Information Security: 10th International …, 2019
332019
Development of rough set–hypergraph technique for key feature identification in intrusion detection systems
MRG Raman, K Kirthivasan, VSS Sriram
Computers & Electrical Engineering 59, 189-200, 2017
302017
Deep autoencoders as anomaly detectors: Method and case study in a distributed water treatment plant
MRG Raman, W Dong, A Mathur
Computers & Security 99, 102055, 2020
292020
Rough Set-hypergraph-based Feature Selection Approach for Intrusion Detection Systems.
MR Raman, K Kannan, SK Pal, VS Sriram
Defence Science Journal 66 (6), 2016
232016
A hybrid physics-based data-driven framework for anomaly detection in industrial control systems
MRG Raman, AP Mathur
IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (9), 6003-6014, 2021
172021
An improved rough set approach for optimal trust measure parameter selection in cloud environments
S Nivethitha, MR Gauthama Raman, O Gireesha, K Kannan, ...
Soft Computing 23, 11979-11999, 2019
162019
IBGSS: An Improved Binary Gravitational Search Algorithm based search strategy for QoS and ranking prediction in cloud environments
N Somu, GR MR, A Kaveri, K Krithivasan, SS VS
Applied Soft Computing 88, 105945, 2020
142020
E-FPROMETHEE: an entropy based fuzzy multi criteria decision making service ranking approach for cloud service selection
BA Kaveri, O Gireesha, N Somu, MG Raman, VS Sriram
International Conference on Intelligent Information Technologies, 224-238, 2018
142018
WNN-EDAS: a wavelet neural network based multi-criteria decision-making approach for cloud service selection
O Gireesha, N Somu, MRG Raman, MS Reddy, K Kirthivasan, VS Sriram
Computational Intelligence in Pattern Recognition: Proceedings of CIPR 2019 …, 2020
122020
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