Dr. Zhiming Cai

Professor Master Supervisor / Doctoral Supervisor 

Email: zmcai2008@gmail.com

Previous positions 

Research Assistant, IAS Institute, University of Stuttgart, Germany 

Postdoctoral Fellow in Computer Science, University of Toronto, Canada 

Deputy Director of Software Teaching and Research Office, Deputy Director of Computer Department, First Vice Dean of Faculty of Computer Science, Hefei University of Technology 

Director of Academic Affairs Office and Graduate School, Associate Dean of the Faculty of Data Science (Research) 

Member of the Trust Committee of the Science and Technology Development Fund 

 

Research direction 

Data processing, Beidou navigation, Blockchain, Software engineering 

 

Research and publications 

Monographs 

Cai, Z.M., and Su, Q.L. (2016). Detailed explanation of information system development cases. Beijing: Publishing House of Electronics Industry. 

Cai, Z.M. (2011). From software practice to software engineering. Beijing: Publishing House of Electronics Industry. 

Shi Binning and Cai Zhiming (eds.) (1998). Computer Application Skills Course (Civil Service Examination Textbook), Beijing: China Personnel Publishing House. 

Cai Zhiming and Liu Xiaoping (eds.) (1996). Virtual Reality. Beijing: China Machine Press. 

Yuan Zhaoshan and Cai Zhiming (1994). Fundamentals of Software Engineering Environment Application. Hefei: University of Science and Technology of China Press. 

Du Yuqiao and Cai Zhiming (1993). Computer Fundamentals Tutorial. Beijing: China Zhigong Press. 

 

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 5th Computer 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. (2010). Promoting the development of Hengqin through “soft border” innovation. Zhuhai Special Zone Daily, 2010.11.1.A10. 

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. (2013). Reforming Homogeneous Undergraduate Applied Education with the Free Innovation Paradigm. Journal of Macau University of Science and Technology, 11(6). 

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. (2014). The Current Situation of Anti-Money Laundering and Anti-Money Laundering Data Analysis Technology. Research on Socio-Economic Development, 10(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. TaiZhou: 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). 

Cai Z.M. (2016). Embracing the Internet+ Challenge to Develop Cross-border E-commerce. Jiuding, 10(7). 

Li D.M., Cai Z.M., Deng L.B., ,Wang H.X. (2018). Information Security Model of Block Chain based on Intrusion Sensing in the IoT Environment. Cluster Computing, Mar. 2018. 

Shen G.Q., Zhou L., Wu Y., Cai ZM. (2018). A Global Expected Risk Analysis of Fatalities, Injuries, and Damages by Natural Disasters. Sustainability, July 2018. 

Li D.M., Cai Z.M., Deng L.B., Yao X. (2019). IoT Complex Communication Architecture for Smart Cities based on Soft Computing Models. Soft Computing, Feb. 2019. 

Deng L.B., Li D.M., Cai Z.M., Yao X. (2019). A QoS Optimization System for Complex Data Cross-domain Request based on Neural Blockchain Structure. Neural Computing and Applications, Feb. 2019. 

Deng L.B., Li D.M., Cai Z.M., Hong L.(2019). Smart IoT Information Transmission and Security Optimization Model based on Chaotic Neural Computing. Neural Computing and Applications, Apr. 2019. 

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., Deng L.B., Cai Z.M(2020). Research on Image Classification Method based on Convolutional Neural Network. Neural Computing and Applications, Apr. 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., 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. etc. (2022). Blockchain Data Secure Transmission Method Based on Homomorphic Encryption. Computational Intelligence and Neuroscience, Apr. 2022. 

Zhu, L.,... Cai, Z. (2022). A N-gram based Approach to Auto-extracting Topics from Research Articles. Journal of Intelligent & Fuzzy Systems, Jun. 2022.

 

 

 

Report on research projects in progress 

National Natural Science Foundation of China: Research on Probabilistic Graph Theory for Cognition-Oriented Multi-Source Data 

National Key Research and Development Program: Research and Application Demonstration of a Multi-Agent Collaborative Platform for Manufacturing Services in Zhuhai-Macao Cooperation 

Zhuhai City Government Industry-University-Research Project: Research on Key Technologies for Cross-Border Data Compliance and Mutual Trust Computing between Zhuhai and Macau 

 

Academic awards 

1993 Underground Track Transportation Safety Monitoring System, Second Prize of the Ministry of Energy 

1995 Young and Middle-aged Backbone Teachers in Colleges and Universities in Anhui Province 

1997 Computer-controlled fermentation system for antibiotics Anhui Provincial Scientific Research Achievement 

2007 Selection Modeling System with Distributed Teams 3rd place in the Macau Information and Communication Technology Awards, Macau representative in the Asia-Pacific Information and Communication Technology Competition 

2009 Distributed modeling system for multi-objective cluster decision-making China National Software Patent 

 

 

Professional Affiliations 

2023-present: President of the Macau Beidou Navigation Application Association 

2013-present: Chairman of the Macau Software Association 

2004-present: Member of the Institute of Electrical and Electronics Engineers