Projects per year
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
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Research on Deep Learning and Generative Adversarial Network Models for Document Recommendation
1/08/20 → 31/07/21
Project: Government Ministry › Ministry of Science and Technology
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Research on Deep Learning and Generative Adversarial Network Models for Document Recommendation
1/08/19 → 31/07/20
Project: Government Ministry › Ministry of Science and Technology
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Research on Online Recommendation Methods with Cross-Domain Interest Analysis for Integrated Online News and e-Commerce Web Platforms
1/08/18 → 31/07/19
Project: Government Ministry › Ministry of Science and Technology
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Research on Online Recommendation Methods with Cross-Domain Interest Analysis for Integrated Online News and e-Commerce Web Platforms
1/08/17 → 31/07/18
Project: Government Ministry › Ministry of Science and Technology
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Research on Online Recommendation Methods with Cross-Domain Interest Analysis for Integrated Online News and e-Commerce Web Platforms
1/08/16 → 31/07/17
Project: Government Ministry › Ministry of Science and Technology
Research Output
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Air pollution prediction based on factory-aware attentional LSTM neural network
Liu, D. R., Hsu, Y. K., Chen, H. Y. & Jau, H. J., 2020, (Accepted/In press) In : Computing.Research output: Contribution to journal › Article › peer-review
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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 journal › Article › peer-review
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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 journal › Article › peer-review
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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 journal › Article › peer-review
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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 proceeding › Conference contribution › peer-review