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WANG Hong Name: WANG Hong Title: Assistant Professor Department: Management Science Phone: (86) 0755-26609171 Email: ms.hongwang@gmail.com |
RESEARCH FIELD
Customer Classification; Healthcare Management; Feature Selection; Data Mining, Artificial Intelligence
EDUCATION BACKGROUND
Doctor The Hongkong Polytechnic University (2013.09 to 2017.09)
Master Shenzhen University (2010.09 to 2013.06)
Bachelor Hainan University (2006.09 to 2010.06)
TEACHING
1. Courses
Undergraduate: System Security and E-commerce, System Security and Confidentiality
Graduate student: Data Science and Business Intelligence, Big Data and Artificial Intelligence
Short course of innovation research: Data Science and Customer Intelligence Classification Research, Data Mining Method and Application Research Based on Artificial Intelligence
2. Awards
Shenzhen University "New Graduate Tutor", 2019,
Shenzhen University Advanced Individual, "Scientific Research Rookie Award", 2019
Shenzhen University Tencent Yiyou Award, "Excellent Head Teacher", 2019
Ithe young teachers' teaching ability training plan of Shenzhen University assessed "Excellent", 2019
Shenzhen overseas high-level talents, Nanshan District pilot talents, 2018
PRACTICE
Working Experiences
2017.09- 2022.04: Assistant Professor,Faculty of College of Management, Shenzhen University
2022.05- Now Associate Professor,Faculty of College of Management, Shenzhen University
Review Expert:《IEEE Transactions on Evolutionary Computation》、《Swarm and Evolutionary Computation》、《Artificial Intelligence in Medicine》
2017.08-Now: Section Chair, International Conference on Swarm Intelligence (ICSI) and the International Conference on Data Mining and Big Data (DMBD)
RESEARCH
1. Publications
1.1 Peer Reviewed International Journal Publications
Wang, Hong, Ou, yikun, Wang, yixing, Xing, Tongtong, Tan,lijing A Semi-supervised Bacterial Heuristic Feature Selection Algorithm for High-Dimensional Classification with Missing Labels, International Journal of Intelligent Systems. (2022) (Accept)
Geng Shuang, He xiaofu, Wang yixin, Wang, Hong,* Niu, Ben, Law K.M. (2022) Multicriteria recommendation based on bacterial foraging optimization, International Journal of Intelligent Systems. 37 (2), pp.1618-1645, 2022
Liu qianyin, Qiu Haiyun, Niu Ben*, Wang H. General parameter control framework for evolutionary computation. International Journal of Intelligent Systems. Online, early access, 2022
Niu,Ben,Duan,Qiqi and Wang, Hong.Simplified Bacterial Foraging Optimization with Quorum Sensing for Global Optimization. International Journal of Intelligent Systems.2021
Wang, Hong, Niu,Ben and Tan,lijing. Bacterial colony algorithm with adaptive attribute learning strategy for feature selection in classification of customers for personalized recommendation.Neurocomputing.2021
Wang, Hong,Zuo,Lulu and Niu,Ben.Ensemble particle swarm optimization and differential evolution with alternative mutation method. Natural Computing.2020.12
Wang, Hong and Jing,Xingjian. An optimized virtual beam-based event-oriented algorithm for multiple fault localization in vibrating structures.Nonlinear Dynamics.2019
Wang, Hong, Niu,Ben and Tan,Lijing. Feature selection for classification of microarray gene expression cancers using Bacterial Colony Optimization with multi-dimensional population. Swarm and Evolutionary Computation.2019.08
Niu,Ben, Yi,WenJie , Tan,Lijing, Geng,Shuang* and Wang,Hong*. A multi-objective feature selection method based on bacterial foraging optimization.Natural Computing.2019.07
Tan,Lijing Tan, Wang, Hong, Chenyang and Niu,Ben.A multi-objective optimization method based on discrete bacterial algorithm for environmental/economic power dispatch. Natural Computing.2018.09.01
Wang Hong, Jing Xingjian. Vibration Signal-based Fault Diagnosis in Complex Structures: A Beam-Like Structure Approach. Structural Health Monitoring-an International Journal. 2018, 2014(3).
Wang, Hong, Niu, Ben. A Novel Bacterial Algorithm with Randomness Control for Feature Selection in Classification. Neurocomputing, 228:176–186，2017
Wang, Hong, Jing Xingjian, Niu Ben. A Discrete Bacterial Algorithm for Feature Selection in Classification of Microarray Gene Expression Cancer. Knowledge-Based Systems. 126: 8-19, 2017
1.2 Peer-reviewed Academic/ Professional Meeting Proceedings
Tungom C.E., Niu B. Xing T.T., Yuan J, Wang, Hong*(2022). Copy and Paste: A Multi-Offspring Genetic Algorithm Crossover Operator for the Traveling Salesman Problem. In: Tan Y., Shi Y. (eds) Advances in Swarm Intelligence. ICSI 2022. Lecture Notes in Computer Science, vol 13344. pp 272–281
Wang, Hong, Wang, Y., Wan, M., Wen, S., Wei, S. (2022). Multi-objective Bacterial Colony Optimization Based on Multi-subsystem for Environmental Economic Dispatching. In: Tan, Y., Shi, Y., Niu, B. (eds) Advances in Swarm Intelligence. ICSI 2022. Lecture Notes in Computer Science, vol 13344. pp 524–533
Wang, Hong, Wang Y., Ou Y., Niu B. (2021) Bacterial Foraging Optimization with Leader Selection Strategy for Bi-objective Optimization. In: Tan Y., Shi Y. (eds) Advances in Swarm Intelligence. ICSI 2021. Lecture Notes in Computer Science, vol 12689. pp 523–533
Wang, Hong, Zhou Z., Wang Y., Yan X. (2021) Feature Selection for Image Classification Based on Bacterial Colony Optimization. In: Tan Y., Shi Y. (eds) Advances in Swarm Intelligence. ICSI 2021. Lecture Notes in Computer Science, vol 12690. pp 430–439
Wang, Hong, Ou Y.K., Wang YX. (2021) A Multi-objective Structure Variant Bacterial Heuristic Feature Selection Method in High-dimensional Data Classification. In: Proceedings of International Conference on Data Mining and Big Data, DMBD 2021. vol. 1454. pp 342–357.
Wang, Hong, Wang YX, Guo T., Wang Y.B., Ou Y.K. (2021) An Empirical Study of Social E-commerce Platform on Users' Intention: Take WeChat E-commerce Group as an Example. In: Proceedings of The 2021 12th International Conference on E-business, Management and Economics, ICEME 2021. pp 54–61
Jiang J.Z., Xiong X.J., Ou Y.K and Wang, Hong.*. An Improved Bacterial Foraging Optimization with Differential and Poisson Distribution Strategy and its Application to Nurse Scheduling Problem. In: Tan Y., Shi Y., Tuba M. (eds) Advances in Swarm Intelligence. ICSI 2020. Lecture Notes in Computer Science, vol 12145, pp.312-324
Wang, Hong *, Ou Y.K. An Adapting Chemotaxis Bacterial Foraging Optimiza-tion Algorithm for Feature Selection in Classification. In: Tan Y., Shi Y., Tuba M. (eds) Advances in Swarm Intelligence. ICSI 2020. Lecture Notes in Computer Science, vol 12145, pp. 275-286.
Chen M, Ou Y.K., Qiu X.J., Wang, Hong.*. An Effective Bacterial Foraging Optimization Based on Conjugation and Novel Step-Size Strategies, In: Sun X., Wang J., Bertino E. (eds) Artificial Intelligence and Security. ICAIS 2020. Lecture Notes in Computer Science, vol 12239, pp 362-374 .
Niu Ben, Yang Xuesen, Wang, Hong *: Feature Selection Using a Reinforcement-Behaved Brain Storm Optimization. In: Proceedings of International Conference on Intelligent Computing, Intelligent Computing Methodologies, Part of the Lecture Notes in Computer Science, volume 11645, pp. 672-681, 2019
Cao Jingyuan, Wang, Hong *, Pang Mo. An Integrated Classification Algorithm Using Forecasting Probability Strategies for Mobile App Statistics, In book: Intelligent Computing Methodologies, 2019
Wang, Hong, Zuo Lulu, Yang Xuesen. A Novel PSOEDE Algorithm for Vehicle Scheduling Problem in Public Transportation, Lecture Notes in Computer Science, 2019
Wang, Hong."Multi-objective bacterial colony optimization based on multi-subsystem for environment economic dispathing,"The 13th International Conference on Swarm Intelligence (ICSI 2022), Xi’an, China, Jul. 15-19, 2018.
Wang, Hong."A Hybrid Data Clustering Approach Based on Hydrologic Cycle Optimization and K-means,"The 13th International Conference on Bio-inspired Computing: Theories and Applications (BIC-TA 2018),Beijing, China,Nov.2-4, 2018.
Wang, Hong."Feature subset selection using a self-adaptive strategy based differential evolution method,"The Ninth International Conference on Swarm Intelligence, ICSI 2018, Shanghai, China,Jun.17-22, 2018.
1.3 Books/ Textbooks/Translations
Niu Ben, Wang Hong and Geng Shuang. Theory and practice of a novel microbiota feature selection algorithm, Science Press,2022.
Niu Ben, Geng Shuang. and Wang Hong. Introduction to Data Science, China Economic Publishing House, 2022.
2. Honors
Thirteen International Coference on swarm intelligence，”Multi-objective bacterial colony optimization based on multi-subsystem for environment economic dispathing”, Best special session paper award, 2022
The 4th Intelligent Manufacturing Systems Engineering Academic Conference, “Research on the influence of language content characteristics of anchors on consumers' purchase intention under live broadcasting with goods”, Excellent Paper Award, 2021.
International College students "Internet Plus" Innovation and Entrepreneurship Competition, “SI doctor: medical auxiliary diagnposis,”Bronze, 2021.
International Coference on swarm intelligence, the Best Paper Award,International Academic Award, “Feature Subset Selection using a Self-Adaptive Strategy based Differential Evolution Method”, 2018.
