IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset

Yuhua Yin, Julian Jang‐Jaccard, Wen Xu, +4

Journal Of Big Data

Anomaly DetectionMachine LearningEngineeringFeature SelectionDetection Technique +16

Improving Performance of Autoencoder-Based Network Anomaly Detection on NSL-KDD Dataset

Wen Xu, Julian Jang‐Jaccard, Amardeep Singh, +2

IEEE Access

Artificial IntelligenceAnomaly DetectionMachine LearningData ScienceData Mining +13

LSTM-Autoencoder-Based Anomaly Detection for Indoor Air Quality Time-Series Data

Yuanyuan Wei, Julian Jang‐Jaccard, Wen Xu, +3

IEEE Sensors Journal

Environmental MonitoringAnomaly DetectionMachine LearningEngineeringAutoencoders +17

AE-MLP: A Hybrid Deep Learning Approach for DDoS Detection and Classification

Yuanyuan Wei, Julian Jang‐Jaccard, Fariza Sabrina, +3

IEEE Access

Ddos DetectionEngineeringMachine LearningData ScienceFeature Learning +9

Learning Styles and Their Implications in Learning and Teaching

Wen Xu

Theory and Practice in Language Studies

A mobile-based home automation system

M. Van Der Werff, Xiang Gui, Wen Xu

EngineeringHome NetworkSmart CityHome ServerAutomation +13

Artificial Intelligence-Enabled DDoS Detection for Blockchain-Based Smart Transport Systems

Tong Liu, Fariza Sabrina, Julian Jang‐Jaccard, +2

Sensors

Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier

Wen Xu, Julian Jang‐Jaccard, Tong Liu, +2

Computers

Anomaly DetectionMachine LearningEngineeringInformation ForensicsTraining Iteration +16

A robotic human masticatory system: kinematics simulations

J.-S. Pap, Wen Xu, John E. Bronlund

International Journal of Intelligent Systems Technologies and Applications

Robot KinematicsEngineeringDexterous ManipulationMechanical EngineeringHuman Modelling +20

Generation of rhythmic and voluntary patterns of mastication using Matsuoka oscillator for a humanoid chewing robot

Wen Xu, F. Clara Fang, John E. Bronlund, +1

Mechatronics

Sensorimotor ControlKinesiologySoft RoboticsDanceMatsuoka Oscillator +10