Mr. YANG Kai (楊楷)
Research Output
- 2022
- Published
PsyCredit: An interpretable deep learning-based credit assessment approach facilitated by psychometric natural language processing
Yang, K., Yuan, H. & Lau, R. Y. K., 15 Jul 2022, In: Expert Systems with Applications. 198, 116847.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Online published
Getting Personal: A Deep Learning Artifact for Text-Based Measurement of Personality
Yang, K., Lau, R. Y. K. & Abbasi, A., 28 Mar 2022, (Online published) In: Information Systems Research.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 2021
- Published
ExeAnalyzer: A deep generative adversarial network for multimodal online impression analysis and startup funding prediction
Yang, K. & Lau, R. Y. K., Jan 2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences. Bui, T. X. (ed.). Hawaii International Conference on System Sciences (HICSS), p. 2501-2510 (Proceedings of the Annual Hawaii International Conference on System Sciences).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 1 - 2020
- Published
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
Wang, Q., Lau, R. Y. K. & Yang, K., Dec 2020, In: Decision Support Systems. 139, 113424.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Task-oriented domain-specific meta-embedding for text classification
Wu, X., Cai, Y., Li, Q., Wang, T. & Yang, K., Nov 2020, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing. Webber, B., Cohn, T., He, Y. & Li, Y. (eds.). Association for Computational Linguistics, p. 3508-3513 (EMNLP - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 3 - Published
Incorporating Concept Information into Term Weighting Schemes for Topic Models
Zhang, H., Cai, Y., Zhu, B., Zheng, C., Yang, K., Wong, R. C. & Li, Q., Sep 2020, Database Systems for Advanced Applications - 25th International Conference, DASFAA 2020, Proceedings. Nah, Y., Cui, B. & Lee, S. (eds.). Springer Nature Switzerland AG, Vol. Part II. p. 227-244 (Lecture Notes in Computer Science; vol. 12113).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 1 - 2019
- Published
Detecting Senior Executives' Personalities for Predicting Corporate Behaviors: An Attention-based Deep Learning Approach
Yang, K. & Lau, R. Y. K., Dec 2019, 40th International Conference on Information Systems, ICIS 2019. Association for Information Systems, 17 p. (International Conference on Information Systems, ICIS).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 1 - Published
A hybrid model for opinion mining based on domain sentiment dictionary
Cai, Y., Yang, K., Huang, D., Zhou, Z., Lei, X., Xie, H. & Wong, T., Aug 2019, In: International Journal of Machine Learning and Cybernetics. 10, 8, p. 2131-2142Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 25 - Published
Top K representative: a method to select representative samples based on K nearest neighbors
Yang, K., Cai, Y., Cai, Z., Xie, H., Wong, T. & Chan, W. H., Aug 2019, In: International Journal of Machine Learning and Cybernetics. 10, 8, p. 2119-2129Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 6 - Published
ITWF: A framework to apply term weighting schemes in topic model
Yang, K., Cai, Y., Leung, H., Lau, R. Y. K. & Li, Q., 20 Jul 2019, In: Neurocomputing. 350, p. 248-260Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 4
