Dr Tao Zhou

STAFF PROFILE

Position

Research Fellow, Modelling and Simulation

Faculty

Inst Intelligent Sys Res & Inn

Department

Inst Intelligent Sys Res & Inn

Campus

Geelong Waurn Ponds Campus

Contact

tao.zhou@deakin.edu.au
+61 3 522 73569

Publications

Filter by

2024

Koopman modeling and optimal control for microbial fed-batch fermentation with switching operators

J Yuan, S Zhao, D Yang, C Liu, C Wu, T Zhou, S Lin, Y Zhang, W Cheng

(2024), Vol. 52, pp. 1-19, Nonlinear Analysis: Hybrid Systems, Amsterdam, The Netherlands, C1

journal article
2023

Deep Koopman Traffic Modeling for Freeway Ramp Metering

C Gu, T Zhou, C Wu

(2023), IEEE Transactions on Intelligent Transportation Systems, Piscataway, N.J., C1-1

journal article

A differentially private distributed optimization method for constrained optimization

C Gu, T Zhou, J Li, C Wu

(2023), Vol. 19, pp. 8299-8319, Journal of Industrial and Management Optimization, Springfield, Mo., C1

journal article
2022

Semantic Relatedness Enhanced Graph Network for aspect category sentiment analysis

T Zhou, K Law

(2022), Vol. 195, pp. 1-14, Expert Systems with Applications, Amsterdam, The Netherlands, C1

journal article

Multi-objective stochastic project scheduling with alternative execution methods: An improved quantum-behaved particle swarm optimization approach

T Zhou, Q Long, K Law, C Wu

(2022), Vol. 203, pp. 117029-117029, Expert Systems with Applications, C1

journal article

A weakly-supervised graph-based joint sentiment topic model for multi-topic sentiment analysis

T Zhou, K Law, D Creighton

(2022), Vol. 609, pp. 1030-1051, Information Sciences, Amsterdam, The Netherlands, C1

journal article

GMIX: Graph-based spatial-temporal multi-agent reinforcement learning for dynamic electric vehicle dispatching system

T Zhou, M Kris, D Creighton, C Wu

(2022), Vol. 144, Transportation Research Part C: Emerging Technologies, C1

journal article
2021

An empirical analysis of intention of use for bike-sharing system in China through machine learning techniques

T Zhou, K Law, K Yung

(2021), Vol. 15, pp. 829-850, Enterprise Information Systems, C1

journal article
2020

Developing optimal scaffolding erection through the integration of lean and work posture analysis

P Wang, P Wu, X Wang, X Chen, T Zhou

(2020), Vol. 27, pp. 2109-2133, Engineering, Construction and Architectural Management, C1

journal article

Funded Projects at Deakin

Industry and Other Funding

Study of Tram Foot Pedal and Master Control Systems.

Prof Douglas Creighton, Dr Navid Mohajer, Dr Tao Zhou, Mr Kelvin Choo

Alstom Transport Australia

  • 2024: $59,997

Supervisions

No completed student supervisions to report