1994 …2020

Research output per year

If you made any changes in Pure these will be visible here soon.

Personal profile

Research Interests

Data Mining、Recommender Systems、Intelligent Data Analysis

Education/Academic qualification

PhD, University of Minnesota Twin Cities

External positions

Fingerprint Dive into the research topics where Duen-Ren Liu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects

Research on Deep Learning and Generative Adversarial Network Models for Document Recommendation

Liu, D.

1/08/2031/07/21

Project: Government MinistryMinistry of Science and Technology

Research on Deep Learning and Generative Adversarial Network Models for Document Recommendation

Liu, D.

1/08/1931/07/20

Project: Government MinistryMinistry of Science and Technology

Research Output

Air pollution forecasting based on attention-based LSTM neural network and ensemble learning

Liu, D. R., Lee, S. J., Huang, Y. & Chiu, C. J., 27 Dec 2019, In : Expert Systems.

Research output: Contribution to journalArticle

  • Churn prediction and social neighbour influences for different types of user groups in virtual worlds

    Liu, D-R., Liao, H. Y., Chen, K. Y. & Chiu, Y. L., 1 Jun 2019, In : Expert Systems. 36, 3, e12384.

    Research output: Contribution to journalArticle

  • 3 Scopus citations

    Integrating collaborative topic modeling and diversity for movie recommendations during news browsing

    Liu, D. R., Chou, Y. C. & Jian, C. T., 27 Nov 2019, In : Kybernetes.

    Research output: Contribution to journalArticle

  • News Recommendation Based on Collaborative Semantic Topic Models and Recommendation Adjustment

    Liao, Y. S., Lu, J. Y. & Liu, D. R., Jul 2019, Proceedings of 2019 International Conference on Machine Learning and Cybernetics, ICMLC 2019. IEEE Computer Society, 8949259. (Proceedings - International Conference on Machine Learning and Cybernetics; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1 Scopus citations

    Online news recommendations based on topic modeling and online interest adjustment

    Liu, D. R., Liao, Y. S. & Lu, J. Y., 9 Sep 2019, In : Industrial Management and Data Systems. 119, 8, p. 1802-1818 17 p.

    Research output: Contribution to journalArticle