Projects per year
Personal profile
Research Interests
Data Mining、Recommender Systems、Intelligent Data Analysis
Education/Academic qualification
PhD, Computer Science, University of Minnesota Twin Cities
External positions
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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.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 17 Finished
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Research on Deep Learning Models for Tag Recommendation based on Topics, Popular Search Terms and Group Articles
Liu, D.-R. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Research on Deep Learning Models for Tag Recommendation based on Topics, Popular Search Terms and Group Articles
Liu, D.-R. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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Research on Deep Learning and Generative Adversarial Network Models for Document Recommendation
Liu, D.-R. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Research on Deep Learning and Generative Adversarial Network Models for Document Recommendation
Liu, D.-R. (PI)
1/08/19 → 31/07/20
Project: Government Ministry › Other Government Ministry Institute
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Research on Online Recommendation Methods with Cross-Domain Interest Analysis for Integrated Online News and e-Commerce Web Platforms
Liu, D.-R. (PI)
1/08/18 → 31/07/19
Project: Government Ministry › Other Government Ministry Institute
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A Clustering-Based Deep Learning Method for Water Level Prediction
Wang, C. P. & Liu, D. R., Dec 2024, In: IEICE Transactions on Information and Systems. E107.D, 12, p. 1538-1541 4 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Game Recommendation Based on Reviews and Neighbor Interaction with Generative Adversarial Networks
Pei, B. Y., Liu, D. R. & Chen, J. H., 2024, Proceedings - 2024 16th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2024. Institute of Electrical and Electronics Engineers Inc., p. 357-362 6 p. (Proceedings - 2024 16th IIAI International Congress on Advanced Applied Informatics, IIAI-AAI 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks
Liu, D. R., Huang, Y., Jhao, J. J. & Lee, S. J., 29 Jan 2024, In: Data Technologies and Applications. 58, 1, p. 24-41 18 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Power Peak Load Forecasting Based on Deep Time Series Analysis Method
Hung, Y. C. & Liu, D. R., 1 Jul 2024, In: IEICE Transactions on Information and Systems. E107.D, 7, p. 845-856 12 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Hybrid Generative Adversarial Networks for News Recommendation
Liu, D. R., Huang, Y., Tseng, C. Y. & Lee, S. J., Nov 2023, In: Journal of Information Science and Engineering. 39, 6, p. 1437-1457 21 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations