Nivethitha Somu

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 16

Top Topics

Service Selection

Probabilistic Neural Network

Intrusion Detection

Top Venues

Future Gener. Comput. Syst.

Neural Networks

Artif. Intell. Rev.

Publications

Yogesh Kulkarni, Sayf Hussain Z, Krithi Ramamritham, Nivethitha Somu
EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid. ICDM (Workshops) (2021)
Yogesh Kulkarni, Sayf Hussain Z, Krithi Ramamritham, Nivethitha Somu
EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid. CoRR (2021)
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 (2020)
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 (2020)
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) (2020)
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 (2020)
M. R. Gauthama Raman, Nivethitha Somu, Aditya P. Mathur
Anomaly Detection in Critical Infrastructure Using Probabilistic Neural Network. ATIS (2019)
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) (2019)
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) (2019)
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 (2018)
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 (2018)
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 (2017)
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) (2017)
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 (2017)
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 (2017)
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) (2016)