V. S. Shankar Sriram

An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine

M. R. Gauthama Raman, Nivethitha Somu, Kannan Kirthivasan et al. · Knowledge-Based Systems · 2017 · 235 citations

Search Optimization, Evolutionary Data Mining, Support Vector Machine +6

A time-domain differential solver for electromagnetic scattering problems

V. S. Shankar Sriram, W. F. Hall, A.H. Mohammadian · Proceedings of the IEEE · 1989 · 122 citations

Numerical Analysis, Engineering, Time-domain Differential Solver +17

A Hypergraph and Arithmetic Residue-based Probabilistic Neural Network for classification in Intrusion Detection Systems

M. R. Gauthama Raman, Nivethitha Somu, Kannan Kirthivasan et al. · Neural Networks · 2017 · 94 citations

Anomaly Detection, Machine Learning, Data Science +11

Detection of Cyberattacks in Industrial Control Systems Using Enhanced Principal Component Analysis and Hypergraph-Based Convolution Neural Network (EPCA-HG-CNN)

S. Priyanga, Kannan Krithivasan, S. Pravinraj et al. · IEEE Transactions on Industry Applications · 2020 · 84 citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +20

An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm

M. R. Gauthama Raman, Nivethitha Somu, Sahruday Jagarapu et al. · Artificial Intelligence Review · 2019 · 82 citations

Search Optimization, Support Vector Machine, Engineering +6