Web Access Research Portal

Researcher: Cao, Z (Mr Zehong Cao)

Fields of Research

Neural, Evolutionary and Fuzzy Computation
Pattern Recognition and Data Mining
Expert Systems
Computer-Human Interaction
Artificial Intelligence and Image Processing
Simulation and Modelling
Computer Vision
Virtual Reality and Related Simulation
Bioinformatics Software
Animal Management
Photogrammetry and Remote Sensing

Research Objectives

Intelligence
Information Processing Services (incl. Data Entry and Capture)
Defence
Integrated Systems
Sheep - Wool
Application Tools and System Utilities
Softwood Plantations
Animation and Computer Generated Imagery Services
Native Forests

Career Best Publications

Effects of repetitive SSVEPs on EEG complexity using multiscale inherent fuzzy entropy; Neurocomputing
Extraction of SSVEPs-based inherent fuzzy entropy using a wearable headband EEG in migraine patients; IEEE Transactions on Fuzzy Systems
Inherent fuzzy entropy for the improvement of EEG complexity evaluation; IEEE Transactions on Fuzzy Systems
Multi-channel EEG recordings during a sustained-attention driving task; Scientific Data

Research Publications

A community merger of optimization algorithm to extract overlapping communities in networks; IEEE Access
A decision method for online purchases considering dynamic information preference based on sentiment orientation classification and discrete DIFWA operators; IEEE Access
A fuzzy interval time series energy and financial forecasting model using network-based multiple time-frequency spaces and the induced ordered weighted averaging aggregation operation; IEEE Transactions on Fuzzy Systems
A generalized golden rule representative value for multiple-criteria decision analysis; IEEE Transactions on Systems, Man, and Cybernetics: Systems
A layered-coevolution-based attribute-boosted reduction using adaptive quantum-behavior pso and its consistent segmentation for neonates brain tissue; IEEE Transactions on Fuzzy Systems
A modified distance dynamics model for improvement of community detection; IEEE Access
A multi-objective adaptive evolutionary algorithm to extract communities in networks; Swarm and Evolutionary Computation
A multimodel fusion engine for filtering webpages; IEEE Access
A new distance for intuitionistic fuzzy sets based on similarity matrix; IEEE Access
A semantic collaboration method based on uniform knowledge graph; IEEE Internet of Things Journal
An effective reliability evaluation method for power communication network based on community structure; IEEE Transactions on Industry Applications
An interval-valued Pythagorean prioritized operator-based game theoretical framework with its applications in multicriteria group decision making; Neural Computing and Applications
Brain electrodynamic and hemodynamic signatures against fatigue during driving; Frontiers in Neuroscience
Classification of migraine stages based on resting-state EEG power; 2015 International Joint Conference on Neural Networks (IJCNN)
Cloud-assisted multi-view video summarization using CNN and bi-directional LSTM; IEEE Transactions on Industrial Informatics
Deep neuro-cognitive co-evolution for fuzzy attribute reduction by quantum leaping pso with nearest-neighbor memeplexes; IEEE Transactions on Cybernetics
Descriptor selection improvements for quantitative structure-activity relationships; International Journal of Neural Systems
EEG-based brain-computer interfaces: a novel neurotechnology and computational intelligence method; IEEE Systems, Man and Cybernetics Magazine
Effects of repetitive SSVEPs on EEG complexity using multiscale inherent fuzzy entropy; Neurocomputing
Enhancing network embedding with implicit clustering; 24th International Conference, DASFAA 2019: Database Systems for Advanced Applications
Estimation of SSVEP-based EEG complexity using inherent fuzzy entropy; 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Exploring resting-state EEG complexity before migraine attacks; Cephalalgia
Extraction of SSVEPs-based inherent fuzzy entropy using a wearable headband EEG in migraine patients; IEEE Transactions on Fuzzy Systems
Forehead EEG in support of future feasible personal healthcare solutions: sleep management, headache prevention, and depression treatment'; IEEE Access
Graph representation learning with encoding edges; Neurocomputing
Identifying ketamine responses in treatment-resistant depression using a wearable forehead EEG; IEEE Transactions on Biomedical Engineering
Inherent fuzzy entropy for the improvement of EEG complexity evaluation; IEEE Transactions on Fuzzy Systems
Large expert-curated database for benchmarking document similarity detection in biomedical literature search; Database
Local expansion and optimization for higher-order graph clustering; IEEE Internet of Things Journal
Marine vertebrate predator detection and recognition in underwater videos by region convolutional neural network; Knowledge Management and Acquisition for Intelligent Systems (PKAW 2019)
Multi-channel EEG recordings during a sustained-attention driving task; Scientific Data
Multigranulation super-trust model for attribute reduction; IEEE Transactions on Fuzzy Systems
Optimizing streaming graph partitioning via a heuristic greedy method and caching strategy; Optimization Methods and Software
Parallel community detection based on distance dynamics for large-scale network; IEEE Access
Predicting individual decision-making responses based on single-trial EEG; Neuroimage
Privacy-preserving time series medical images analysis using a hybrid deep learning framework; ACM Transactions on Internet Technology
Q-rung orthopair normal fuzzy aggregation operators and their application in multi-attribute decision-making; Mathematics
Random forest with self-paced bootstrap learning in lung cancer prognosis; ACM Transactions on Multimedia Computing Communications and Applications
Reconfiguration of brain network between resting-state and P300 task; IEEE Transactions on Cognitive and Developmental Systems
Resting-state EEG power and coherence vary between migraine phases; Journal of Headache and Pain
Semi-supervised feature learning for improving writer identification; Information Sciences
Shared nearest-neighbor quantum game-based attribute reduction with hierarchical coevolutionary spark and its application in consistent segmentation of neonatal cerebral cortical surfaces; IEEE Transactions on Neural Networks and Learning Systems
Tensor decomposition for EEG signals retrieval; 2019 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2019)
THP: A Novel authentication scheme to prevent multiple attacks in SDN-based IoT network; IEEE Internet of Things Journal
Uncertainty modelling in multi-agent information fusion systems; International Conference on Autonomous Agents and Multiagent Systems 2020

Research Projects

Tasmanian Wool SmartFarm; Australian Wool Innovation Limited (AWI)
Covert State Discovery and Multi-Agent Reinforcement Learning for Human-Autonomy Teaming
HealthSense - Technological Human Health Sensors Capable of Monitoring, and Providing Feedback and Intervention to the User
Intelligent Multi-agent Coordination and Learning

Research Candidate Supervision