Projects per year
Personal profile
Education
- 1995 PhD, University of Maryland, College Park, Maryland, USA
Research Interests
- 行動計算
- 行動裝置App研究與開發
- 無線通訊
- 量子計算與通訊
- 雲端計算
- 電腦網路
- 數位生活科技
Experience
- 1995~1997 Associate Professor, Department of Computer Science and Information Engineering, National Dong Hwa University
- 1997~1999 Assistant Professor, Department of Computer Science and Information Engineering, National Cheng Kung University
- 1999~2004 Associate Professor, Department of Computer Science and Information Engineering, National Cheng Kung University
- 2004~present Professor, Department of Computer Science and Information Engineering, National Cheng Kung University
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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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
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支援行動網絡服務之整合系統-子計畫二：一個具有追蹤與預測使用者位置功能之行動網絡服務(1/2)
Cheng, S.-T. (PI)
03-08-01 → …
Project: Research project
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Integrating Tabular Data and Satellite Imagery for House Price Prediction with Explainable Techniques
Cheng, S. T., Lyu, Y. J., Chang, Y. J. & Chiu, T. Y., 2026, Smart Grid and Internet of Things - 8th EAI International Conference, SGIoT 2024, Proceedings. Deng, D.-J. & Chen, J.-C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 164-182 19 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 633 LNICST).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Demand Forecasting in Planned Production Orders Using a Dual-Path Time Series Decomposition and Fusion Multi-level Ensemble Model
Cheng, S. T., Li, C. C. & Lyu, Y. J., 2025, Applied Cognitive Computing and Artificial Intelligence - 8th International Conference, ACC 2024, and 26th International Conference, ICAI 2024, Held as Part of the World Congress in Computer Science, Computer Engineering and Applied Computing, CSCE 2024, Revised Selected Papers. Arabnia, H. R., Ferens, K. & Deligiannidis, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 375-386 12 p. (Communications in Computer and Information Science; vol. 2251 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Explainable AI based LightGBM prediction model to predict default borrower in social lending platform
Li, L. H., Sharma, A. K. & Cheng, S. T., 2025 Jun, In: Intelligent Systems with Applications. 26, 200514.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Image-Based Nutritional Advisory System: Employing Multimodal Deep Learning for Food Classification and Nutritional Analysis
Cheng, S. T., Lyu, Y. J. & Teng, C., 2025 May, In: Applied Sciences (Switzerland). 15, 9, 4911.Research output: Contribution to journal › Article › peer-review
Open Access -
Linear Model and Gradient Feature Elimination Algorithm Based on Seasonal Decomposition for Time Series Forecasting
Cheng, S. T., Lyu, Y. J. & Lin, Y. H., 2025 Mar, In: Mathematics. 13, 5, 883.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus)