Nivethitha Somu

A deep learning framework for building energy consumption forecast

Nivethitha Somu, M. R. Gauthama Raman, Krithi Ramamritham · Renewable and Sustainable Energy Reviews · 2020 · 447 citations

Energy Consumption, Engineering, Data Science +4

A hybrid model for building energy consumption forecasting using long short term memory networks

Nivethitha Somu, M. R. Gauthama Raman, Krithi Ramamritham · Applied Energy · 2020 · 372 citations

Energy Consumption, Engineering, Data Science +11

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 hybrid deep transfer learning strategy for thermal comfort prediction in buildings

Nivethitha Somu, Anirudh Sriram, Anupama Kowli et al. · Building and Environment · 2021 · 116 citations

Engineering, Machine Learning, Data Science +7

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