Projects per year
Personal profile
Courses
Big Data Analytical Methods
Seminar on Information Technology and Applications
Introduction to Internet of Things
Introduction to IoT
Education
Keywords
- Big Data Analysis
- Data Mining
- Information Retrieval
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Collaborations and top research areas from the last five years
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Financial News in Exchange Rate Prediction: the Relationships between News Platforms, Text Feature Representations, and Supervised Learning Models
Lin, W.-C. (PI) & Huang, C. H. (CoPI)
01/08/24 → 31/07/25
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Financial News in Exchange Rate Prediction: the Relationships between News Platforms, Text Feature Representations, and Supervised Learning Models
Lin, W.-C. (PI)
01/08/23 → 31/07/24
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Financial News in Exchange Rate Prediction: the Relationships between News Platforms, Text Feature Representations, and Supervised Learning Models
Lin, W.-C. (PI)
01/08/22 → 31/07/23
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Binary Decomposition Approaches in Multi-Class Datasets
Lin, W.-C. (PI)
01/08/21 → 31/07/22
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Multi-Modal Deep Learning Architecture for Stock Price Prediction
Lin, W.-C. (PI)
01/08/20 → 31/07/21
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
Research output
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Image Annotation with Abstract and Location Keywords
Tsao, H. H., Hsu, C. L. & Lin, W. C., 2025, Frontier Computing - Proceedings of FC 2024. Hung, J. C., Yen, N. & Chang, J.-W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 82-87 6 p. (Lecture Notes in Electrical Engineering; vol. 1358 LNEE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Interaction effect between data discretization and data resampling for class-imbalanced medical datasets
Huang, M. W., Tsai, C. F., Lin, W. C. & Lin, J. Y., 03 2025, In: Technology and Health Care. 33, 2, p. 1000-1013 14 p.Research output: Contribution to journal › Journal Article › peer-review
1 Scopus citations -
Predicting high increases in stock prices using text mining and data resampling techniques
Tsai, C. F., Wang, M. C., Lin, W. C. & Zheng, X. Y., 05 2025, In: Applied Soft Computing. 176, 113228.Research output: Contribution to journal › Journal Article › peer-review
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Deep learning based decision tree ensembles for incomplete medical datasets
Chiu, C. H., Ke, S. W., Tsai, C. F., Lin, W. C., Huang, M. W. & Ko, Y. H., 05 01 2024, In: Technology and Health Care. 32, 1, p. 75-87 13 p.Research output: Contribution to journal › Journal Article › peer-review
2 Scopus citations -
Feature selection and its combination with data over-sampling for multi-class imbalanced datasets
Tsai, C. F., Chen, K. C. & Lin, W. C., 03 2024, In: Applied Soft Computing Journal. 153, 111267.Research output: Contribution to journal › Journal Article › peer-review
24 Scopus citations
Prizes
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2024 Distinguished Teaching Award-Teaching Award
Lin, W.-C. (Recipient), 2024
Prize: Distinguished Faculty Award › Distinguished Faculty Award-Teaching Award
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2024 World's Top 2% Scientists- Single-year
Lin, W.-C. (Recipient), 2024
Prize: World's Top 2% Scientists › World's Top 2% Scientists:Single-year Impact