---

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

No modules