Thavavel Vaiyapuri

Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM

Adel Binbusayyis, Thavavel Vaiyapuri · Applied Intelligence · 2021 · 170 citations

Convolutional Autoencoder, Convolutional Neural Network, Anomaly Detection +10

A Novel Hybrid Optimization for Cluster‐Based Routing Protocol in Information-Centric Wireless Sensor Networks for IoT Based Mobile Edge Computing

Thavavel Vaiyapuri, Velmurugan Subbiah Parvathy, V. Manikandan et al. · Wireless Personal Communications · 2021 · 128 citations

Cluster Computing, Topology Control, Engineering +8

Identifying and Benchmarking Key Features for Cyber Intrusion Detection: An Ensemble Approach

Adel Binbusayyis, Thavavel Vaiyapuri · IEEE Access · 2019 · 101 citations · Full text

Anomaly Detection, Machine Learning, Ensemble Approach +19

An automated deep learning based anomaly detection in pedestrian walkways for vulnerable road users safety

Irina V. Pustokhina, Denis A. Pustokhin, Thavavel Vaiyapuri et al. · Safety Science · 2021 · 87 citations

Pedestrian Walkways, Anomaly Detection, Machine Learning +9

Internet of Things and Deep Learning Enabled Elderly Fall Detection Model for Smart Homecare

Thavavel Vaiyapuri, E. Laxmi Lydia, Mohamed Yacin Sikkandar et al. · IEEE Access · 2021 · 87 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +21