Projects per year
Personal profile
Research Interests
Evolutionary Computation, with an emphasis on theories, working principles, and potential real-world applications; Understanding Intelligence from computational perspectives and via computational mechanisms.
Experience
Aug. 2014 – Present
Professor
Aug. 2009 – Jul. 2014
Associate Professor
Aug. 2004 – Jul. 2009
Assistant Professor
Department of Computer Science
National Chiao Tung University, HsinChu City, Taiwan
Sep. 2002 – May 2004
Graduate Assistant
Digital Image Laboratory, Grainger Engineering Library
Library Research and Publication, University of Illinois at Urbana-Champaign
Jan. 2001 – Aug. 2002
Graduate Research Assistant
Illinois Genetic Algorithms Laboratory
Department of General Engineering, University of Illinois at Urbana-Champaign
Aug. 1999 – May 2000
Graduate Research Assistant
Hierarchical Distributed Dynamic Indexing Group
National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign
Education/Academic qualification
PhD, Computer Science, University of Illinois at Urbana-Champaign
External positions
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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
- 16 Finished
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憑藉由具第一類對位作曲能力拓展至可進行第二類對位作曲之智慧演算架構以探討所需之機制並邁向或可啟迪創作的機器之路
Chen, Y.-P. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Designing a computational intelligence mechanism capable of composition and style development of first species counterpoint and investigating creation and creativity with the mechanism, by reflecting on the creator's mind activities
Chen, Y.-P. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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第一期大專校院學生雙語化學習計畫重點培育學院計畫
Chen, Y.-P. (PI)
1/08/21 → 31/07/22
Project: Government Ministry › Ministry of Education(Include School)
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Study on Designing an Intelligent Framework Capable of Accommodating Creation and Creativity for Composing Cantus Firmi with Autonomous Style Development
Chen, Y.-P. (PI)
1/08/20 → 31/07/21
Project: Government Ministry › Other Government Ministry Institute
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Study on Assisting the Property-based Tests on Smart Contracts on Blockchain with Evolutionary Algorithms
Chen, Y.-P. (PI)
1/08/19 → 31/07/20
Project: Government Ministry › Other Government Ministry Institute
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Fund transfer fraud detection: Analyzing irregular transactions and customer relationships with self-attention and graph neural networks
Shih, Y. C., Dai, T. S., Chen, Y. P., Ti, Y. W., Wang, W. H. & Kuo, Y., 1 Jan 2025, In: Expert Systems with Applications. 259, 125211.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Accurate Neural Network Option Pricing Methods with Control Variate Techniques and Data Synthesis/Cleaning with Financial Rationality
Hsu, C. W., Dai, T. S., Wang, C. J. & Chen, Y. P., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 860-869 10 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Integrating Local Learning to Improve Deep-Reinforcement-Learning-based Pairs Trading Strategies
Chang, W. C., Dai, T. S., Chen, Y. P., Hsieh, C. Y., Chang, Y. W. & Huang, Y. H., 2024, Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024. Institute of Electrical and Electronics Engineers Inc., p. 714-719 6 p. (Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Revisiting the Formation of Harmonic Progressions from the Perspective of Voice-Leading with Evolutionary Computation
Chang, C. Y. & Chen, Y. P., 2024, 2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Congress on Evolutionary Computation, CEC 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Investigating Style Forming and Twisting by Adapting AntsOMG for Composing Second Species Counterpoint
Chang, C. Y. & Chen, Y. P., 2023, 2023 IEEE Congress on Evolutionary Computation, CEC 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE Congress on Evolutionary Computation, CEC 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Prizes
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Meritorious Teaching Award, National Chiao Tung University
Chen, Y.-P. (Recipient), 2015
Prize: Honorary award
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Outstanding Teaching Award, College of Computer Science, National Chiao Tung University
Chen, Y.-P. (Recipient), 2016
Prize: Honorary award
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Outstanding Teaching Award, National Chiao Tung University
Chen, Y.-P. (Recipient), 2014
Prize: Honorary award
Activities
- 1 Editorial work
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INFORMATION SCIENCES (Event)
Chen, Y.-P. (Member of editorial board)
1 Feb 2009 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work