Projects per year
Personal profile
Research Interests
Mobile Data Management, Data Mining, Data Management for Sensor Networks, Databases
Experience
2009-present Associate professor, Department of Computer Science, NCTU
2009/7-2009/11 Visiting professor, Dept. of Computer Science, UIUC
2009/1-2009/12 Technical Consult at ITRI
Education/Academic qualification
PhD, Electrical Engineering, National Taiwan University
External positions
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
- 28 Finished
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事件偵測追蹤與文字可信度辨識技術開發(3/3)
Peng, W.-C. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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事件偵測追蹤與文字可信度辨識技術開發(2/3)
Peng, W.-C. (PI)
1/08/21 → 30/09/22
Project: Government Ministry › Other Government Ministry Institute
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事件偵測追蹤與文字可信度辨識技術開發(1/3)
Peng, W.-C. (PI)
1/08/20 → 31/08/21
Project: Government Ministry › Other Government Ministry Institute
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數位金融資料中研發多維度數位金融魔方探勘技術與應用(IV)
Peng, W.-C. (PI)
1/06/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Design and implementation of data mining and AI technologies for
Peng, W.-C. (PI)
1/08/19 → 31/10/20
Project: Government Ministry › Other Government Ministry Institute
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A survey on self-supervised learning for non-sequential tabular data
Wang, W. Y., Du, W. W., Xu, D., Wang, W. & Peng, W. C., Jan 2025, In: Machine Learning. 114, 1, 16.Research output: Contribution to journal › Review article › peer-review
Open Access -
al-BERT: a semi-supervised denoising technique for disease prediction
Tseng, Y. C., Kuo, C. W., Peng, W. C. & Hung, C. C., Dec 2024, In: BMC medical informatics and decision making. 24, 1, 127.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset
Wang, W. Y., Du, W. W., Peng, W. C. & Ik, T. U., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). International Joint Conferences on Artificial Intelligence, p. 8829-8832 4 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data
Ou, T. Y., Chang, C. & Peng, W. C., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 4803-4810 8 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Correlation-aware Graph Data Augmentation with Implicit and Explicit Neighbors
Kuo, C. W., Chen, B. Y., Peng, W. C., Hung, C. C. & Su, H. N., 27 Feb 2024, In: ACM Transactions on Knowledge Discovery from Data. 18, 5Research output: Contribution to journal › Article › peer-review
Prizes
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Best Paper Award of ACM Workshop on Location-based Social Networks
Peng, W.-C. (Recipient), 2009
Prize
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Ta-You Wu Memorial Award, National Science Council
Peng, W.-C. (Recipient), 2012
Prize: Honorary award
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Young Engineer Award, Chinese Institute of Electrical Engineerin
Peng, W.-C. (Recipient), 2011
Prize: Honorary award
Activities
- 26 Invited talk
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Social media mining from big data perspective
Peng, W.-C. (Speaker)
6 May 2016Activity: Talk or presentation › Invited talk
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Big Data Analytics from Time Series Data Analysis Perspective
Peng, W.-C. (Speaker)
27 Aug 2015Activity: Talk or presentation › Invited talk
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Discovering Big Value from Small Sensing Data
Peng, W.-C. (Speaker)
21 Oct 2015Activity: Talk or presentation › Invited talk
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Discovering Big Value from Small Sensing Data
Peng, W.-C. (Speaker)
30 Nov 2015Activity: Talk or presentation › Invited talk