个人简介

学历 香港城市大学 / 管理科学 / 博士学位华中科技大学 / 计算机软件与理论 / 硕士学位 武汉理工大学 / 土木工程 / 学士学位 教学经验 2018.7– 澳门科技大学 / 商学院 / 教授2014.7–2018.6 澳门科技大学 / 商学院 / 副教授2010.9–2014.6 澳门科技大学 / 商学院 / 助理教授

研究领域

公司财务、统计学、计算金融、决策支持系统

研究项目 2015-2016 中国内地旅客赴澳门出入境政策调整对澳门博彩业的影响分析2012-2013 澳门电子政务平台对政府的决策支持研究

近期论文

Ligang Zhou, Qingyang Wang, Hamido Fujita, One versus one multi-class classification fusion using optimizing decision directed acyclic graph for predicting listing status of companies. Information Fusion, Vol. 36 (2017), pp80-89.  Ligang Zhou, Kin Keung Lai, AdaBoost Models for Corporate Bankruptcy Prediction with Missing Data. Computational Economics, Vol. 50 (2017), pp69-94. Ligang Zhou, Kwo Ping Tam, Hamido Fujita, Predicting the listing status of Chinese listed companies with multi-class classification models, Information Sciences, Vol. 328 (2016), pp222-236.  Ligang Zhou, Dong Lu, Hamido Fujita, The performance of corporate financial distress prediction models with features selection guided by domain knowledge and data mining approaches, Knowledge-Based Systems, Vol. 85 (2015), pp52-61.  Ligang Zhou, A comparison of dynamic hazard models and static models for predicting the special treatment of stocks in China with comprehensive variables, Journal of the Operational Research Society, Vol. 66 (2015), pp1077-1090.  Ligang Zhou, Kin Keung Lai, Jerome Yen, Bankruptcy Prediction Using SVM Models With A New Approach to Combine Features Selection and Parameter Optimization, International Journal of Systems Science, Vol. 45 (2014), pp241-253. Ligang Zhou, Performance of Corporate Bankruptcy Prediction Models on Imbalanced Dataset: The Effect of Sampling Methods, Knowledge-Based Systems, Vol. 41 (2013), pp16-25.  Ligang Zhou, Kin Keung Lai, Jerome Yen, Empirical Models Based on Features Ranking Techniques for Corporate Financial Distress Prediction, Computers and Mathematics with Applications, Vol. 64 (2012), pp2484-2496. Ligang Zhou, Kin Keung Lai, Lean Yu, Least Squares Support Vector Machines Ensemble Models for Credit Scoring, Expert Systems With Applications, Vol. 37 (2010), pp127-133. Ligang Zhou, Kin Keung Lai, Lean Yu, Credit Scoring Using Support Vector Machines With Direct Search For Parameters Selection, Soft Computing, Vol. 13 (2009), pp149‐155.  Ligang Zhou, Kin Keung Lai, Jerome Yen, Credit Scoring Models with AUC Maximization Based on Weighted SVM, International Journal of Information Technology and Decision Making, Vol.8 (2009), pp677-696.  Ligang Zhou, Kin Keung Lai, Benchmarking Binary Classification Models On Data Sets With Different Degree Of Imbalance, Frontiers of Computer Sciences in China, Vol. 3 (2009), pp205216. 会议论文:  Ligang Zhou, Predicting The Removal of Special Treatment or Delisting Risk Warning for Listed Company in China with Adaboost, Procedia Computer Science, Vol. 17 (2013), pp. 633-640.  Ligang Zhou, Kin Keung Lai, Jerome Yen, Bankruptcy Prediction Incorporating Macroeconomic Variables Using Neural Networks, The TAAI 2010, pp.850-855. Ligang Zhou, Kin Keung Lai, Adaboosting Neural Networks for Credit Scoring, in H. Wang et al. (Eds.): The Sixth ISNN 2009, AISC 56, pp. 875–884, Springer.  Ligang Zhou, Kin Keung Lai, Weighted LS-SVM Credit Scoring Models with AUC Maximization by Direct Search, IEEE 2009 International Symposium on Applied Computing and Computational Sciences (ACSS 2009), April 2009, Hainan, China.  Ligang Zhou, Kin Keung Lai, Multi-Agent Ensemble Models Based on Weighted Least Square SVM for Credit Risk Assessment, 2009 WRI Global Congress on Intelligent Systems (GCIS 2009), vol. 3, pp.559-563.  Ligang Zhou, Kin Keung Lai, Genetic Algorithm Based Weighted Least Squares SVM for Multi-objective Credit Scoring, Proceeding of The 2008 International Conference on Risk Management & Engineering Management (ICRMEM2008), Nov 2008, Beijing, China. Kin Keung Lai, Ligang Zhou, Lean Yu, A Two-Phase Model Based on SVM and Conjoint Analysis for C Stephen C.H. Leung, Ligang Zhou, A Decision Support System for Inventory Routing Problem, International Conference on Business And Information 2007 July 10-13, 2007, Tokyo, Japan.  Stephen C.H. Leung, Ligang Zhou, Kin Keung, Lai, Container Leasing Decision for Orders, The Fourth IEEE Conference on Service Systems and Service Management, June 2007, ChengDu, PRC, pp 273-278