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Gauthama Raman MR
Gauthama Raman MR
iTrust, Centre for Research in Cyber Security, Singapore University of Technology and Design
Verified email at sutd.edu.sg - Homepage
Title
Cited by
Cited by
Year
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
1772017
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
1322020
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
852017
A deep learning framework for building energy consumption forecast
N Somu, GR MR, K Ramamritham
Renewable and Sustainable Energy Reviews 137, 110591, 2021
552021
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
522018
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, ...
42*
Hypergraph based feature selection technique for medical diagnosis
N Somu, MR Raman, K Kirthivasan, VS Sriram
Journal of medical systems 40 (11), 1-16, 2016
362016
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
322018
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
292017
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
212016
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
162020
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
162020
Anomaly detection in critical infrastructure using probabilistic neural network
MR Gauthama Raman, N Somu, AP Mathur
International Conference on Applications and Techniques in Information …, 2019
152019
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 (22), 11979-11999, 2019
132019
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
122020
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
82020
WNN-EDAS: a wavelet neural network based multi-criteria decision-making approach for cloud service selection
O Gireesha, N Somu, MR Raman, MS Reddy, K Kirthivasan, VS Sriram
Computational intelligence in pattern recognition, 853-865, 2020
82020
A hybrid approach using rough set theory and hypergraph for feature selection on high-dimensional medical datasets
MR Gauthama Raman, S Nivethitha, K Kannan, VS Shankar Sriram
Soft Computing 23 (23), 12655-12672, 2019
82019
GCRITICPA: A CRITIC and grey relational analysis based service ranking approach for cloud service selection
G Obulaporam, N Somu, GR ManiIyer Ramani, AK Boopathy, ...
International Conference on Intelligent Information Technologies, 3-16, 2018
82018
E-FPROMETHEE: An entropy based fuzzy multi criteria decision making service ranking approach for cloud service selection
B Akshya Kaveri, O Gireesha, N Somu, MR Gauthama Raman, ...
International Conference on Intelligent Information Technologies, 224-238, 2017
82017
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