Cai Zhiming
Short Bio
Prof.Cai holds a Bachelor's, Master's, and PhD degree in
Computer Science from Hefei University of Technology of China, He has worked at Hefei University of Technology, University of Stuttgart (Germany),
University of Toronto (Canada), Macau University of Science and Technology,
City University of Macau, Macau Millennium College, and University of Saint
Joseph (Macau), holding roles including Assistant, Lecturer, Associate
Professor, Professor, PhD Supervisor; Deputy Director of Software Teaching Office, Deputy Director of Computer Department, Vice Dean of Computer College,
Director of Research Centre, Director of Academic Affairs Office and Head of
Graduate School, Dean of Digital S&T College, Vice Rector, Board Member,
Director of Institution Development, Member of the Trust Committee of Macau
Science and Technology Development Fund, President of Macau Satellite
Navigation Application Association, and Chairman of Macau Software Industry
Association. He has long been engaged in teaching and research in software
engineering, cross-border data processing, system modelling, operating systems,
and distributed systems. He has applied for and led more than 20 research
projects, including National Natural Science Foundation and National Key R&D
projects of China. He has published seven books and over 130 papers, including
more than 60 SCI-indexed papers.
Publications
Books Published
Cai Zhiming and Su Qinglang (2016). Detailed Explanation of Information System Development Case Studies. Beijing: Publishing House of Electronics Industry.
Cai Zhiming (2011). From Software Practice
to Software Engineering. Beijing: Publishing House of Electronics Industry.
Shi Binning and Cai Zhiming (1998).
Computer Application Skills Course (Civil Service Examination Textbook).
Beijing: China Personnel Press.
Cai Zhiming and Liu Xiaoping (1996).
Virtual Reality. Beijing: Machinery Industry Press.
Yuan Zhaoshan and Cai Zhiming (1994).
Application Foundations of Software Engineering Environments. Hefei: University
of Science and Technology of China Press.
Du Yuqiao and Cai Zhiming (1993). Computer
Basics Course. Beijing: China Zhigong Publishing House.
Cai Zhiming (1991). UNIX Guide. Hefei:
Hefei University of Technology Press.
Selected Papers
Cai.Z.M.,Huang.Z.Q.,Liu.Z.T.(1999).
The Frame Representation of Distributed Domain Components. The Journal
of Micro Electronics & Computer,16(4).
Cai.Z.M.,
Liu.Z.T., Yuan.Z.S.(1999). The Researches on CASE for Component Reuse on the
Web. The Journal of Computer Science,26(3).
Cai.Z.M.,
Liu.Y.(1999). The Knowledge Representation and Agent Construction with a System
for Component Reuse on the Web. Advances in Computer Science and Technology.
Nanjing: Int'l Conf. for Young Computer Scientists'99, ISBN
7-80003-445-3/TP.23.
Cai.Z.M.,Liu.Z.T.(1999).
The Cooperative Search based on Multi-Agent in AND-CASE. Nanjing: Int'l
Symposium on Future Software Technology'99,ISBN 4-916227-07-7.
Cai.Z.M.,
Qin.Z.G.(1999). The Distributed Cooperative Work of Multi-Agent on Network.
Thailand: Int'l Conf. of Computer Aided Industry Design& Concept Design’99,
ISBN 7-800003-458-5/TB.37.
Hao.F.,Cai.Z.M.(1999).
The Information Search and Digital Library on Internet. Beijing:The Proceeding
of 5thComputer Application in China.
Zhang.J.,Cai.Z.M.(1999).
Analysis of Retrieval Effectiveness for Software Components. The Journal of
HFUT, 2(3).
Qin.Z.G.,
Cai.Z.M.(1999). The Knowledge Refinement of Knowledge Directing Search for
Internet Resource. The Journal of HFUT,2(1).
Liu.Z.T.,
Cai.Z.M., Huang.Z.Q.(1999). The Component-Reuse-Based Social Software
Engineering. The Journal of Computer Engineering and Design,20(1).
Liu.Z.T.,
Cai.Z.M.(2000). A Model to Support the Component Reuse on the Web. The Journal
of Electronics. 28(3).
Cheng.Y.,
Yuan.Z.S, Cai.Z.M.(2001). The Requirements Engineering from Object-oriented to
Goal-oriented. The Journal of Computer Science. 28(12).
Sun.Y.,
Liu.Z.T., Cai.Z.M.(2001). Web based Multi-Agent Cooperative Searching. The
Journal of Mini-Micro Computer Systems. 2001, 22(3).
Cai.Z.M.,
Yu.E.(2002). Addressing Performance Requirements Using a Goal and
Scenario-oriented Approach. Canada: The 14th Int'l Conf. on Advanced
Information Systems Engineering, LNCS.
Cai.Z.M.,
Guo.X.Y.(2005). Multi-Agent and Multi-Goal Oriented Decision Modeling and its
Supporting System on Network. Italy: Int'l Conf. on Advances in Internet,
Process, System and Interdisciplinary.
Cai.Z.M.,
Mo,S.W.(2006). The Cooperative Modeling System on Decision Making and Analysis.
The Journal of Computer Engineering and Science, 28(A2).
Cai.Z.M.,
Guo.X.Y.(2006). Distributed Modeling of the Solution Selection and Its
Cooperative Agents. USA: The 6th IEEE Int'l Conf on Electro/Information
Technology.
Cai.Z.M.,
Yin.J., Huang.L.L.(2007). The Concentration and Distribution of Visual Group
Selecting Templates and Sorting Solutions by AHP. The Journal of MUST, 1(2).
Cai.Z.M.,
Yin.J., Huang.L.L.(2008). The Solution Modelling System with Grouped Agents.
Japan: The IEEE 22nd Int'l Conf. on Advanced Information Networking and
Applications.
Cai.Z.M.,
Yin.J.(2008). The Process Conducting and Member Audit in the Distributed
Enterprise Modeling. Taiwan: IEEE Asia-Pacific Services Computing Conference.
Cai.Z.M.,
Yin.J., Zhou.Y.J.(2009). Implicit Relationship Deduction in one/more Judgment
Templates. Korea: ACM Int'l Conf. on Convergence and Hybrid Information
Technology".
Cai.Z.M.,
Zhou.Y.J.(2010). Multi-Agent/Multi-Goal Modeling Templates and The
1-1,n-1,1-n,n-n Deductions of Relationship-chain. International Journal of
Hybrid Information Technology, 3(1).
Cai.Z.M.(2011).
Multi-Agent Oriented Knowledge Services and Distributed Modelling. Nanjing:
IEEE Int'l Conf. on Computer Science and Service System, Keynote
Speaker.
Cai.Z.M.,
Yang.Z.(2013). Supervising and Collaborating the Networked-Team by DCMS. India:
The IEEE International Conference on Communication Systems and Network
Technologies,
Keynote Speaker.
Cai.Z.M.,
Yang.Z., Wang.M.H.(2013). The Distributed Modelling Methodology and Platform.
International Journal of Digital Content Technology and its Applications, 7(9).
Cai.Z.M.,
Yang.Z., Wang.M.H.(2014). Problem Analyzing by Distributed, History and Trend
Templates with Integrated Supporting of DCMS. IEICE TRANSACTIONS on Information
and Systems, E97-D(1).
Cai.Z.M.,
Yang.Z., Wang.M.H., Yin.J.L.(2014). The Agents Coordination and Templates
Aggregation in Distributed Modeling. International Journal of Hybrid
Information Technology,7(2).
Cai.Z.M.(2014).
Data Analyzing by Distributed, History and Trend Templates. The International
Workshop on Intelligent Data Analysis, Keynote
Speaker.
Cai.Z.M.,
Chan.K.F., Wang.M.H., Yin.J.L.(2015). Addressing Relations and Conclusions by
Group Modelling for Complex Issues. ICIC Express Letters,8(10).
Shen
G.Q.,Zhou L.,Wu Y.,Cai Z.M.(2018). A Global Expected Risk Analysis of
Fatalities, Injuries, and Damages by Natural Disasters. Sustainability,
July 2018.
Li D.M.,
Deng L.B., Cai Z.M(2020). Intelligent Vehicle Network System and
Smart City Management based on Genetic Algorithms and Image
Perception. Mechanical Systems and Signal
Processing, July. 2020.
Li D.M.,
Cai Z.M., Deng L.B.(2020). Signal Frequency Domain Analysis and Sensor
Fault Diagnosis based on Artificial Intelligence. Computer
Communications, July. 2020.
Cai Z.M.,
Li D.M., Deng L.B.(2020). Risk Evaluation of Urban Rainwater System
Waterlogging based on Neural Network and Dynamic Hydraulic Model. Journal of
Intelligent & Fuzzy Systems, Oct. 2020.
Deng L.B., Li D.M., Cai
Z.M.(2020). Emergency Management System of Urban Waterlogging based on Cloud
Computing Platform and 3d Visualization. Journal of Intelligent and Fuzzy
Systems, Oct. 2020.
Li
D.M., Deng L.B., Cai Z.M.(2020). Evaluation Method of Sponge
City Potential based on Neural Network and Fuzzy Mathematical Evaluation,
Journal of Intelligent & Fuzzy Systems, Oct. 2020.
Liu J.L.,
Guo R.Z., Cai Z.M., Liu W.J., Du W.C.(2021). Assessing the Complexity of
Intelligent Parks' Internet of Things Big Data System. Complexity, May
2021.
Shao K.,
Xiong Q., Cai Z.M.(2021). FB2Droid: A Novel Malware Family-Based Bagging
Algorithm for Android Malware Detection. Security and Communication Networks,
Jun. 2021.
Peng S.,
Zhu L.K., Cai Z.M., Liu W.J., He C., Tang W.K.(2021). Dynamic Optimization
of Government Data Transmission Based on Blockchain Technology. Mobile
Information Systems, July 2021.
Dai W.J.,
Cai Z.M.(2021). Predicting Coastal Urban Floods Using Artificial Neural
Network: The Case Study of Macau, China. Applied Water Science, volume 11,
Sep.2021.
Dai W.J.,
Tang Y.N., Zhang Z.Y., Cai Z.M.(2021). Ensemble
Learning Technology for Coastal Flood Forecasting in Internet-of-Things-Enabled
Smart City. International Journal of Computational Intelligence Systems. volume
14, Sep.2021.
Zhao Z.,
Ying Z.B., Cai Z.M. and Ma J.F.(2021). Combinatorial Spectrum E-Auction
for 5G Heterogeneous Networks: A Zether-based Approach. Security and
Communication Networks, Nov. 2021.
Zhu L.,
Peng S., Cai Z.M., Liu, W., He C., & Tang W. (2021). Research on Privacy
Data Protection Based on Trusted Computing and Blockchain. Security and
Communication Networks, Dec. 2021.
Peng S., Cai Z.M.
etc.(2022). Blockchain Data Secure Transmission Method Based on Homomorphic
Encryption. Computational Intelligence and Neuroscience, Apr.2022.
Zhu L...Cai Z.M.(2022).
A N-gram based Approach to Auto-extracting Topics from Research Articles.
Journal of Intelligent & Fuzzy Systems, Jun.2022.
Zhang Z.Y... Cai Z.M.(2023).
Multi-objective optimization of traffic signal timing at typical junctions
based on genetic algorithms. Computer Systems Science and
Engineering, 2023, 47(2).
Tian R., Zhu L,
Cai Z.M.(2023).
Research on task scheduling and path planning in intelligent warehousing
system. Third International Conference on Control and Intelligent Robotics
(ICCIR 2023)
Chen J., Lu
F., Liu
Y., Peng S., Cai Z.M., Mo F. (2024). Cross trust: A decentralized
MA-ABE mechanism for cross-border identity authentication. International
Journal of Critical Infrastructure Protection, 44, 100661.
Dai W.J...Cai
Z.M(2024). Urban flood prediction using ensemble artificial neural network:
an investigation on improving model uncertainty. Applied Water
Science. May.2024
Cai
Z.M., Du W.C. et al(2023-25). Hybrid Data
Processing by Combining Machine Learning, Expert, Safety and Security.
Mathematics.
Zhuo S.J., Cai
Z.M.(2025). Variable Selection and Fusion Sampling of Unbalanced Data in Credit
Risk Assessment, Computational Economics, Mar. 2025
Wang G.X.,
Cai Z.M.(2025). DNO-RL: A Reinforcement-Learning-Based Approach to Dynamic
Noise Optimization for Differential Privacy, Electronics, Aug.2025
Lu F., Cai
Z.M.(2025). Lightweight Data Protection Framework for Secure Edge Transmission
Using IOTA-MAM, Science Progress, Sep.2025
