Personal profile
Courses
Big Data Analytical Methods
Seminar on Information Technology and Applications
Introduction to Internet of Things
Information Management Project
Education
Keywords
- Big Data Analysis
- Data Mining
- Information Retrieval
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 13 Climate Action -
SDG 15 Life on Land
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
Projects
- 7 Finished
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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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Bibliometric analysis of author count, funding, and citations in AI research
Lin, W. C., Tsao, H. H., Chen, Y. S. & Hsu, C. L., 12 2026, In: International Journal of Cognitive Computing in Engineering. 7, p. 104-117 14 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Data Resampling and Feature Selection in Diabetes Prediction
Lien, A. S. Y., Yeh, T. S., Huang, C. H. & Lin, W. C., 04 2026, In: Expert Systems. 43, 4, e70234.Research output: Contribution to journal › Journal Article › peer-review
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Image-Based Deep Learning Models for Stock Predictions: Combining Line, Candlestick, and Bar Charts
Lin, W. C., Wang, M. C., Tsai, C. F. & Hsu, J. P., 2026, (Accepted/In press) In: Journal of Forecasting.Research output: Contribution to journal › Journal Article › peer-review
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Data Quality Improvement for Financial Distress Prediction: Feature Selection, Data Re-Sampling, and Their Combinations in Different Orders
Tsai, C. F., Lin, W. C. & Chen, Y. H., 11 2025, In: Journal of Forecasting. 44, 7, p. 2205-2229 25 p.Research output: Contribution to journal › Journal Article › peer-review
1 Scopus citations -
Financial News for Exchange Rate Predication
Lin, W. C. & Zhan, L. J., 2025, Proceedings of the 2025 International Conference on Advanced Machine Learning and Data Science, AMLDS 2025. Institute of Electrical and Electronics Engineers Inc., p. 509-513 5 p. (Proceedings of the 2025 International Conference on Advanced Machine Learning and Data Science, AMLDS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Activities
- 1 Participating in a conference, workshop, ...
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The 14th International Conference on Frontier Computing (FC2024)
Lin, W.-C. (Participant)
10 07 2024 → 14 07 2024Activity: Participating in or organizing an event › Participating in a conference, workshop, ...
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 Impact
Lin, W.-C. (Recipient), 2024
Prize: World's Top 2% Scientists › World's Top 2% Scientists:Single-year Impact
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2025 World's Top 2% Scientists-Career-long Impact
Lin, W.-C. (Recipient), 2025
Prize: World's Top 2% Scientists › World's Top 2% Scientists:Career-long Impact
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2025 World's Top 2% Scientists-Single-year Impact
Lin, W.-C. (Recipient), 2025
Prize: World's Top 2% Scientists › World's Top 2% Scientists:Single-year Impact