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ORCIDNivethitha Somu
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2020 – today
- 2021
[c2]Yogesh Kulkarni
, Sayf Hussain Z, Krithi Ramamritham, Nivethitha Somu:
EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid. ICDM (Workshops) 2021: 527-536- [i1]Yogesh Kulkarni, Sayf Hussain Z, Krithi Ramamritham, Nivethitha Somu:
EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid. CoRR abs/2110.04502 (2021) - 2020
- [j13]M. R. Gauthama Raman, Nivethitha Somu, Sahruday Jagarapu, Tina Manghnani, Thirumaran Selvam, Kannan Krithivasan, V. S. Shankar Sriram:
An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm. Artif. Intell. Rev. 53(5): 3255-3286 (2020) - [j12]Nivethitha Somu, M. R. Gauthama Raman, Akshya Kaveri, Akshay Rahul K., Kannan Krithivasan, V. S. Shankar Sriram:
IBGSS: An Improved Binary Gravitational Search Algorithm based search strategy for QoS and ranking prediction in cloud environments. Appl. Soft Comput. 88: 105945 (2020) - [j11]Obulaporam Gireesha, Nivethitha Somu, Kannan Krithivasan, V. S. Shankar Sriram:
IIVIFS-WASPAS: An integrated Multi-Criteria Decision-Making perspective for cloud service provider selection. Future Gener. Comput. Syst. 103: 91-110 (2020) - [j10]M. R. Gauthama Raman, Nivethitha Somu, Aditya P. Mathur:
A multilayer perceptron model for anomaly detection in water treatment plants. Int. J. Crit. Infrastructure Prot. 31: 100393 (2020)
2010 – 2019
- 2019
- [j9]Nivethitha Somu, M. R. Gauthama Raman, Obulaporam Gireesha, Krithivasan Kannan, V. S. Shankar Sriram:
An improved rough set approach for optimal trust measure parameter selection in cloud environments. Soft Comput. 23(22): 11979-11999 (2019) - [j8]M. R. Gauthama Raman, Nivethitha Somu, Krithivasan Kannan, V. S. Shankar Sriram:
A hybrid approach using rough set theory and hypergraph for feature selection on high-dimensional medical datasets. Soft Comput. 23(23): 12655-12672 (2019) - [c1]M. R. Gauthama Raman, Nivethitha Somu, Aditya P. Mathur:
Anomaly Detection in Critical Infrastructure Using Probabilistic Neural Network. ATIS 2019: 129-141 - 2018
- [j7]Nivethitha Somu, M. R. Gauthama Raman, Kirthivasan Kannan, V. S. Shankar Sriram:
A trust centric optimal service ranking approach for cloud service selection. Future Gener. Comput. Syst. 86: 234-252 (2018) - [j6]Nivethitha Somu, M. R. Gauthama Raman, V. Kalpana, Kirthivasan Kannan, V. S. Shankar Sriram:
An improved robust heteroscedastic probabilistic neural network based trust prediction approach for cloud service selection. Neural Networks 108: 339-354 (2018) - 2017
- [j5]Nivethitha Somu, Kirthivasan Kannan, V. S. Shankar Sriram:
A computational model for ranking cloud service providers using hypergraph based techniques. Future Gener. Comput. Syst. 68: 14-30 (2017) - [j4]M. R. Gauthama Raman, Nivethitha Somu, Kirthivasan Kannan, Ramiro Liscano, V. S. Shankar Sriram:
An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine. Knowl. Based Syst. 134: 1-12 (2017) - [j3]M. R. Gauthama Raman, Nivethitha Somu, Kirthivasan Kannan, V. S. Shankar Sriram:
A Hypergraph and Arithmetic Residue-based Probabilistic Neural Network for classification in Intrusion Detection Systems. Neural Networks 92: 89-97 (2017) - [j2]Nivethitha Somu, Kirthivasan Kannan, V. S. Shankar Sriram:
A rough set-based hypergraph trust measure parameter selection technique for cloud service selection. J. Supercomput. 73(10): 4535-4559 (2017) - 2016
- [j1]Nivethitha Somu, M. R. Gauthama Raman, Kirthivasan Kannan, V. S. Shankar Sriram:
Hypergraph Based Feature Selection Technique for Medical Diagnosis. J. Medical Syst. 40(11): 239:1-239:16 (2016)
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