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Publications
Journal Publications and Reviews
Wang, Gang; Zheng, Daqing; Yang, Shanlin; Ma, Jian / FCE-SVM: a new cluster based ensemble method for opinion mining from social media. November 2018; In: Information Systems and e-Business Management. Vol. 16, No. 4, pp. 721-742
Wang, Gang; Yang, Shanlin; Ma, Jian / COS-training: A new semi-supervised learning method for keyphrase extraction based on co-training and SMOTE. January 2015; In: ICIC Express Letters, Part B: Applications. Vol. 6, No. 1, pp. 233-238
Wang, Gang; Yang, Shanlin; Ma, Jian / RS-LSSVM: A new ensemble method for sentiment classification based on random subspace. December 2014; In: ICIC Express Letters, Part B: Applications. Vol. 5, No. 6, pp. 1773-1778
Wang, Gang; Ma, Jian; Yang, Shanlin / An improved boosting based on feature selection for corporate bankruptcy prediction. April 2014; In: Expert Systems with Applications. Vol. 41, No. 5, pp. 2353-2361
Wang, Gang; Sun, Jianshan; Ma, Jian; Xu, Kaiquan; Gu, Jibao / Sentiment classification: The contribution of ensemble learning. January 2014; In: Decision Support Systems. Vol. 57, No. 1, pp. 77-93
Wang, Gang; Yang, Shanlin; Ma, Jian / Wrapper feature selection embedded Bagging for financial distress prediction. 2013; In: ICIC Express Letters, Part B: Applications. Vol. 4, No. 2, pp. 375-380
Wang, Gang; Ma, Jian / A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine. April 2012; In: Expert Systems with Applications. Vol. 39, No. 5, pp. 5325-5331
Wang, Gang; Ma, Jian; Huang, Lihua; Xu, Kaiquan / Two credit scoring models based on dual strategy ensemble trees. February 2012; In: Knowledge-Based Systems. Vol. 26, pp. 61-68
Wang, Gang; Ma, Jian; Yang, Shanlin / Igf-bagging: Information gain based feature selection for bagging. November 2011; In: International Journal of Innovative Computing, Information and Control. Vol. 7, No. 11, pp. 6247-6259
Wang, Gang; Ma, Jian / Study of corporate credit risk prediction based on integrating boosting and random subspace. October 2011; In: Expert Systems with Applications. Vol. 38, No. 11, pp. 13871-13878
Wang, Gang; Jian, Ma; Huang, Lihua / ASE-Bagging: An Embedded approach for imbalanced customer credit risk assessment. August 2011; In: ICIC Express Letters, Part B: Applications. Vol. 2, No. 4, pp. 787-791
Wang, Gang; Hao, Jinxing; Ma, Jian; Jiang, Hongbing / A comparative assessment of ensemble learning for credit scoring. January 2011; In: Expert Systems with Applications. Vol. 38, No. 1, pp. 223-230
Wang, Gang; Hao, Jinxing; Ma, Jian; Huang, Lihua / A new approach to intrusion detection using Artificial Neural Networks and fuzzy clustering. 2010; In: Expert Systems with Applications. Vol. 37, No. 9, pp. 6225 - 6232
Chapters, Conference Papers, Creative and Literary Works
Deng, Weiwei; Huang, Xiaoming; Yuan, Hui; Ma, Jian; Wang, Gang / Analysis of topics, theories, and methods of information systems research in the past two decades: A knowledge graph approach. June 2020; PACIS 2020 Proceedings.
Zhang, Xinyue; Wang, Hanru; Wang, Gang; Ma, Jian / Heterogeneous Network-based Group Recommendation Method for Scientific Social Network. July 2019; PACIS 2019 Proceedings.
Xu, Yunhong; Sun, Jianshan; Wang, Gang; Wang, Shanshan; Ma, Jian / Understanding researchers' meta-knowledge contribution behavior in research social network: A social capital perspective. July 2016; Proceeding of the 20th Pacific Asia Conference on Information Systems (PACIS 2016).
Yang, Chen; Sun, Jianshan; Ma, Jian; Zhang, Shanshan; Wang, Gang; Hua, Zhongsheng / Scientific collaborator recommendation in heterogeneous bibliographic networks. March 2015; Proceedings of the 48th Annual Hawaii International Conference on System Sciences. pp. 552-561
Sun, Jianshan; Ma, Jian; Liu, Xiaoyan; Liu, Zhiying; Wang, Gang; Jiang, Hongbing; Silva, Thushari / A novel approach for personalized article recommendation in online scientific communities. January 2013; Proceedings of the Annual Hawaii International Conference on System Sciences. pp. 1543-1552
Wang, Gang; Hao, Jin-Xing; Ma, Jian; Huang, Li-Hua / Empirical evaluation of ensemble learning for credit scoring. 2010; Business Intelligence in Economic Forecasting: Technologies and Techniques. pp. 118-137
Zhu, Shiai; Wang, Gang; Ngo, Chong-Wah; Jiang, Yu-Gang / On the sampling of web images for learning visual concept classifiers. 2010; CIVR 2010 - 2010 ACM International Conference on Image and Video Retrieval. pp. 50-57
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