Publications
Journal Publications and Reviews
Yang, Kai; Yuan, Hui; Lau, Raymond Y.K. / PsyCredit: An interpretable deep learning-based credit assessment approach facilitated by psychometric natural language processing. July 2022; In: Expert Systems with Applications. Vol. 198
Yang, Kai; Lau, Raymond Y. K.; Abbasi, Ahmed / Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality. March 2022; In: Information Systems Research.
Wang, Qiping; Lau, Raymond Y.K.; Yang, Kai / Does the interplay between the personality traits of CEOs and CFOs influence corporate mergers and acquisitions intensity? An econometric analysis with machine learning-based constructs. December 2020; In: Decision Support Systems. Vol. 139
Cai, Yi; Yang, Kai; Huang, Dongping; Zhou, Zikai; Lei, Xue; Xie, Haoran; Wong, Tak-Lam / A hybrid model for opinion mining based on domain sentiment dictionary. August 2019; In: International Journal of Machine Learning and Cybernetics. Vol. 10, No. 8, pp. 2131-2142
Yang, Kai; Cai, Yi; Cai, Zhiwei; Xie, Haoran; Wong, Tak-Lam; Chan, Wai Hong / Top K representative: a method to select representative samples based on K nearest neighbors. August 2019; In: International Journal of Machine Learning and Cybernetics. Vol. 10, No. 8, pp. 2119-2129
Yang, Kai; Cai, Yi; Leung, Ho-fung; Lau, Raymond Y.K.; Li, Qing / ITWF: A framework to apply term weighting schemes in topic model. July 2019; In: Neurocomputing. Vol. 350, pp. 248-260
Chapters, Conference Papers, Creative and Literary Works
Yang, Kai; Lau, Raymond Y.K. / ExeAnalyzer: A deep generative adversarial network for multimodal online impression analysis and startup funding prediction. January 2021; Proceedings of the 54th Annual Hawaii International Conference on System Sciences. pp. 2501-2510
Wu, Xin; Cai, Yi; Li, Qing; Wang, Tao; Yang, Kai / Task-oriented domain-specific meta-embedding for text classification. November 2020; Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing. pp. 3508-3513
Zhang, Huakui; Cai, Yi; Zhu, Bingshan; Zheng, Changmeng; Yang, Kai; Wong, Raymond Chi-Wing; Li, Qing / Incorporating Concept Information into Term Weighting Schemes for Topic Models. September 2020; Database Systems for Advanced Applications - 25th International Conference, DASFAA 2020, Proceedings. Vol. Part II, pp. 227-244
Yang, Kai; Lau, Raymond Y.K. / Detecting Senior Executives' Personalities for Predicting Corporate Behaviors: An Attention-based Deep Learning Approach. December 2019; 40th International Conference on Information Systems, ICIS 2019.
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