A Generative Deep Learning Framework for Emotion-sensitive Robo-advisors in Personal Wealth Management

Project: Research

Research Output

  1. 2024
  2. Published

    Business chatbots with deep learning technologies: state-of-the-art, taxonomies, and future research directions

    Zhang, Y., Lau, R. Y. K., Xu, J. D., Rao, Y. & Li, Y., 2024, In: Artificial Intelligence Review. 57, 5, 113.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  3. 2023
  4. Published

    Emotion-regulatory chatbots for enhancing consumer servicing: An interpersonal emotion management approach

    Luo, B., Lau, R. Y. K. & Li, C., Jul 2023, In: Information & Management. 60, 5, 103794.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 4
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  5. Published

    DeepEmotionNet: Emotion mining for corporate performance analysis and prediction

    Wang, Q., Su, T., Lau, R. Y. K. & Xie, H., May 2023, In: Information Processing and Management. 60, 3, 103151.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 8
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  6. Published

    Semi-Supervised Sentiment Classification and Emotion Distribution Learning Across Domains

    CHEN, Y., RAO, Y., CHEN, S., LEI, Z., XIE, H., LAU, R. Y. K. & YIN, J., 27 Feb 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 5, 74.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  7. Published

    Blockchain-Enhanced Smart Contract for Cost-Effective Insurance Claims Processing

    Wang, Q., Lau, R. Y. K., Si, Y., Xie, H. & Tao, X., 2023, In: Journal of Global Information Management. 31, 7

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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  8. Published

    Leveraging Emotional Features and Machine Learning for Predicting Startup Funding Success

    Zhang, X. & Lau, R. Y. K., 2023, TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON). Institute of Electrical and Electronics Engineers, Inc., p. 387-392 (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

    Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

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  9. 2022
  10. Published

    Novel Low-Power Construction of Chaotic S-Box in Multilayer Perceptron

    Ren, R., Su, J., Yang, B., Lau, R. Y. K. & Liu, Q., Nov 2022, In: Entropy. 24, 11, 1552.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  11. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 10
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  12. 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 ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 20
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  13. Published

    Leveraging statistical information in fine-grained financial sentiment analysis

    Zhang, H., Li, Z., Xie, H., Lau, R. Y. K., Cheng, G., Li, Q. & Zhang, D., Mar 2022, In: World Wide Web. 25, 2, p. 513–531

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 11
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  14. Published

    Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery

    Lin, L., Rao, Y., Xie, H., Lau, R. Y. K., Yin, J., Wang, F. L. & Li, Q., 1 Jan 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 1, p. 219-235

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 2
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  15. Published

    A critical review of state-of-the-art chatbot designs and applications

    Luo, B., Lau, R. Y. K., Li, C. & Si, Y., Jan 2022, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 12, 1, 26 p., e1434.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 97
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  16. Published

    Trusted Blockchain-Based Signcryption Protocol and Data Management for Authentication and Authorization in VANETs

    Su, J., Ren, R., Li, Y., Lau, R. Y. K. & Shi, Y., 2022, In: Wireless Communications and Mobile Computing. 2022, 9572992.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 6
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  17. 2020
  18. Published

    Healthcare informatics and analytics in big data

    Pramanik, M. I., Lau, R. Y. K., Azad, M. A. K., Hossain, M. S., Chowdhury, M. K. H. & Karmaker, B. K., 15 Aug 2020, In: Expert Systems with Applications. 152, 113388.

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Scopus citations: 43
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