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楊柏遠 (Po-Yuan YANG, P.-Y. Yang)
楊柏遠 (Po-Yuan YANG, P.-Y. Yang)
Hi, guys. I’m Po-Yuan YANG, and some people call me Paul. I have worked as an associate professor for the Department of Intelligent Robotics at the National Pingtung University since August 2023. Before that, I was an assistant professor here from August 2021 to July 2023. I was also an assistant professor for the Department of Information Engineering and Computer Science at Feng Chia University from February 2020 to July 2021. I received my Ph. D. from the National Kaohsiung University of Science and Technology in January 2019. My research interests include computational intelligence, modeling, simulation, and robust optimization. Recently, I have given generative artificial intelligence and EduTech a try. If you are interested in the above fields, we welcome you to join us. You can find me according to the following information.
Tel: 08-7663800 ext. 12200, 32612 (Taiwan) E-mail: pyyang@mail.nptu.edu.tw
Incumbent
Incumbent
[2023/08] - [now]
[Associate Professor] [Dept. of Intelligent Robotics, National Pingtung University]
[2024/02] - [now]
[Associate Dean] [Office of Student Affairs, National Pingtung University]
[2022/08] - [now]
[Chief] [Student Activity Development Section, Office of Student Affairs, National Pingtung University]
Work Experience
Work Experience
[2021/08] - [2023/07]
[Assistant Professor] [Dept. of Intelligent Robotics, National Pingtung University]
[2020/02] - [2021/07]
[Assistant Professor] [Dept. of Information Engineering and Computer Science, Feng Chia University]
[2019/03] - [2020/01]
[Postdoctoral Researcher] [Dept. of Electrical Engineering, National Kaohsiung University of Science and Technology]
Education
Education
[2014/08] - [2019/01]
[Ph. D.] [Dept. of Electrical Engineering, National Kaohsiung University of Science and Technology]
[2011/08] - [2014/07]
[Master] [Dept. of Computer Science, National Pingtung University of Education]
[2007/08] - [2011/07]
[Bachelor] [Dept. of Computer Science, National Pingtung University of Education]
Journal Papers
Journal Papers
Fu-I Chou, Tian-Hsiang Huang, Po-Yuan Yang, Chun-Chieh Huang, Meng-Xuan Jiang, Wen-Hsien Ho and Jyh-Horng Chou (2025, Jul). Applying the Taguchi Method to the Optimized Design of YOLO Hyperparameters: Blood Cell Count and Detection. Journal of Imaging Science and Technology. (SCIE).
Yu-Cheng Liao, Fu-I Chou*, Po-Yuan Yang, and Jyh-Horng Chou (2025, Apr). Heat Transfer Area Optimization for Heat Exchanger System. CMES-Computer Modeling in Engineering & Sciences, 143(1), 335-349. (SCIE).
Po-Yuan Yang* and Ping-Yueh Chang (2023, May). Hyperparameter Optimization of Tapping Center Machines Model Using Robust Whale Optimization Algorithm. Advances in Mechanical Engineering, 15(5), 1-12. (SCIE). MOST 110-2221-E-153-010 and 111-2221-E-153-006.
Ping-Yueh Chang, Po-Yuan Yang*, Fu-I Chou*, Shao-Hsien Chen (2023, Apr). Hybrid Optimization Algorithm for Thermal Displacement Compensation of CNC Machine Tool using Regression Analysis and Fuzzy Inference. Science Progress, 106(0), 1-25. (SCIE). MOST 111-2221-E-153-006.
Po-Yuan Yang*, Yu-Cheng Liao and Fu-I Chou (2023, Apr). Artificial Intelligence in Internet of Things System for Predicting Water Quality in Aquaculture Fishpond. Computer Systems Science and Engineering, 46(3), 2861-2880. (SCIE). MOST 110-2221-E-153-010.
Po-Yuan Yang, Kai-Yu Yang, Wen-Hsien Ho, Fu-I Chou and Jyh-Horng Chou (2023, Mar). Improvement Technique for Group Search Optimization using Experimental Design Method. Applied Sciences-Basel, 13(5), 3205. (SCIE). MOST 111-2221-E-153-006.
Ping-Yueh Chang, Fu-I Chou, Po-Yuan Yang*, and Shao-Hsien Chen (2022, Jul). Hybrid Multi-Object Optimization Method for Tapping Center Machines. Intelligent Automation & Soft Computing, 36(1), 23-38. (SCIE). MOST 110-2221-E-153-010.
Fu-I Chou, Tian-Hsiang Huang, Po-Yuan Yang, Chin-Hsuan Lin, Tzu-Chao Lin, Wen-Hsien Ho and Jyh-Horng Chou (2021, Dec). Controllability of Fractional-Order Particle Swarm Optimizer and Its Application in Classification of Heart Diseases. Applied Sciences-Basel, 11(23), 11517. (SCIE). MOST 110-2221-E-153-010.
Wen-Hsien Ho, Tian-Hsiang Huang, Po-Yuan Yang, Jyh-Horng Chou, Hong-Siang Huang, Li-Chung Chi, Fu-I Chou* and Jinn-Tsong Tsai* (2021, Nov). Artificial Intelligence Classification Model for Macular Degeneration Images: A Robust Optimization Framework for Residual Neural Networks. BMC Bioinformatics, 22, 148. (SCIE). MOST 109-2222-E-035-002.
Wen-Hsien Ho, Tian-Hsiang Huang, Po-Yuan Yang, Jyh-Horng Chou, Jin-Yi Qu, Po-Chih Chang, Fu-I Chou*, Jinn-Tsong Tsai* (2021, Nov). Robust Optimization of Convolutional Neural Networks with a Uniform Experiment Design Method: A Case of Phonocardiogram Testing in Patients with Heart Diseases. BMC Bioinformatics, 22, 92. (SCIE). MOST 109-2222-E-035-002.
Ping-Yueh Chang, Po-Yuan Yang, Shao-Hsien Chen and Jyh-Horng Chou* (2021, Apr). Hybrid Optimization Method for Correcting Synchronization Errors in Tapping Center Machines. Applied Sciences-Basel, 2021, 11(8), 3441. (SCIE). MOST 109-2222-E-035-002.
Ying Ma, Fu-I Chou, Po-Yuan Yang*, Jinn-Tsong Tsai*, Zhen-Yu Yang, Jyh-Horng Chou* (2020, Oct). Optimal Parameter Design by NSGA-II and Taguchi Method for RCD Snubber Circuit. IEEE Access, 8, 182146-182158. (SCIE). MOST 109-2222-E-035-002.
Po-Yuan Yang, Fu-I Chou, Jinn-Tsong Tsai, and Jyh-Horng Chou (2019, Dec). Adaptive-Uniform-Experimental-Design-Based Fractional-Order Particle Swarm Optimizer with Non-Linear Time-Varying Evolution. Applied Sciences-Basel, 9(24), 5537. (SCIE). MOST 105-2221-E-992-304-MY3.
Jinn-Tsong Tsai, Po-Yuan Yang, and Jyh-Horng Chou (2018, Jul). Data-Driven Approach to Using Uniform Experimental Design to Optimize System Compensation Parameters for an Auto-Alignment Machine. IEEE Access, vol. 6, 40365-40378. (SCIE). MOST 105-2221-E-153-004-MY3.
Po-Yuan Yang, Jinn-Tsong Tsai, and Jyh-Horng Chou (2016, Mar). PCA-based Fast Search Method Using PCA-LBG-based VQ Codebook for Codebook Search. IEEE Access, 4, 1332-1344. (SCIE).
Jinn-Tsong Tsai and Po-Yuan Yang (2014, Mar). PCA-LBG-based Algorithms for VQ Codebook Generation. International Journal of Electronics, 102(4), 529-547. (SCIE)
Conference Papers
Conference Papers
Chang-En Hsieh, Jia-Song Fan, Jian-Hong Liou, Yuan-Zong Tang, Po-Yuan Yang and Chia-Hung Shih, Feature‐Driven Housing Price Prediction via Correlation Screening and Hybrid Deep Learning–Machine Learning Models, International Conference on System Science and Engineering 2025 (ICSSE 2025), 2025/08/09-2025/08/13, Chiang Mai, Thailand.
Tzu-Chien Huang, Shih-Hsiang Chou and Po-Yuan Yang, An Improved Multi-Objective Feature Selection Algorithm with Strategy Switching and Diversity Control, International Conference on System Science and Engineering 2025 (ICSSE 2025), 2025/08/09-2025/08/13, Chiang Mai, Thailand.
許瀚升、陳昀聖、楊柏遠，整合模擬退火與Lévy飛行之混合灰狼-人工魚群最佳化演算法，2025資訊系統與人工智慧研討會，2025/05/26，屏東，臺灣。
謝長恩、唐元宗、郭文宗、謝人傑、陳昀聖、楊柏遠 、石佳弘，用於惡意訊息之靜態分析結合機器學習與深度學習整合模型研究，2025年中華民國系統科學與工程研討會，2025/05/16-2025/05/18，臺中，臺灣。
謝長恩、劉建宏、周仕翔、陳昀聖、楊柏遠，基於光流分析之向量量化變分自編碼器之影像重建模型研究，2025年中華民國系統科學與工程研討會，2025/05/16-2025/05/18，臺中，臺灣。
黃子謙、周仕翔、楊柏遠，混合式鯨魚演算法與粒子群演算法於雙指令自動倉儲系統排程問題之改進研究，2025/05/16-2025/05/18，臺中，臺灣。
Hung-Yang Cheng, Yu-Cheng Liao, Po-Yuan Yang and Fu-I Chou, A Study on Forward Kinematics Positioning Modeling of a Six-Axis Robotic Arm Based on Neural Network, IEEE International Conference on Applied System Innovation 2025 (IEEE ICASI 2025), 2025/04/22-2025/04/25, Tokyo, Japan.
Zhi-En Li, Yu-Cheng Liao, Po-Yuan Yang and Fu-I Chou, Optimization of Hybrid Jacobian and Heuristic Algorithm for Inverse Kinematics of Six-Axis Robotic Arm, IEEE International Conference on Applied System Innovation 2025 (IEEE ICASI 2025), 2025/04/22-2025/04/25, Tokyo, Japan.
Zhi-Wen Wei, Yu-Cheng Liao, Fu-I Chou, Po-Yuan Yang and Wen-Hsien Ho, Robust Laser-Engraved Text Inspection Based on YOLOv11, IEEE International Conference on Applied System Innovation 2025 (IEEE ICASI 2025), 2025/04/22-2025/04/25, Tokyo, Japan.
Kuan-Chieh Mao, Yu-Cheng Liao, Fu-I Chou and Po-Yuan Yang, Adaptive Recurrent Neural Networks for Overcoming Activation Function Range Limitations, IEEE International Conference on Applied System Innovation 2025 (IEEE ICASI 2025), 2025/04/22-2025/04/25, Tokyo, Japan.
Yu-Cheng Liao, Po-Yuan Yang, Fu-I Chou and Jinn-Tsong Tsai, Predicting Hydrogen Production in Anaerobic Fermentation: A Robust Artificial Neural Network Approach Optimized by the Taguchi Method, IEEE International Conference on Applied System Innovation 2025 (IEEE ICASI 2025), 2025/04/22-2025/04/25, Tokyo, Japan.
Chang-En Hsieh, Wen-Zong Guo and Po-Yuan Yang, Enhanced Residual Network for Image Analysis Utilizing Uniform Design, IEEE International Conference on Applied System Innovation 2025 (IEEE ICASI 2025), 2025/04/22-2025/04/25, Tokyo, Japan.
Jian-Hong Liou, Po-Chen Chiang, Po-Yuan Yang and Wei-Tai Huang, An Improved Grey Wolf Optimizer with Nonlinear Decay, Lévy Flight, and Weighted Allocation for Enhanced Search Efficiency and Convergence, IEEE International Conference on Applied System Innovation 2025 (IEEE ICASI 2025), 2025/04/22-2025/04/25, Tokyo, Japan.
Yu-Cheng Liao, Po-Yuan Yang and Chih-Ching Chen, Parameter Optimization for a Model of Glucose Extraction and Cellulose Hydrolysis from Makino Bamboo, ABBS-International Conference on Biohydrogen and Bioprocesses 2024, 2024/09/17-2024/09/20, Chiang Mai, Thailand.
謝長恩、郭文宗、楊柏遠、張秉越，應用田口方法改善灰狼演算法之效能-以工具機輪廓誤差為例，2024中國工程師學會學生分會論文競賽，2024/06/21，高雄，臺灣。
張秉越、廖御呈、楊柏遠、周阜毅，工具機切割誤差與加工時間之製程參數最佳化，DLT 2024 數位生活科技研討會，2024/05/17-2024/05/18，臺中，臺灣。
Yi-Song Yan, Yu-Cheng Liao, Fu-I Chou, Po-Yuan Yang and Jyh-Horng Chou, Adaptive Hyperparameter Tuning in Bio-inspired Metaheuristic Algorithms Through Deep Reinforcement Learning, The 10th IEEE International Conference on Applied System Innovation 2024 (IEEE ICASI 2024), 2024/04/17-2024/04/21, Kyoto, Japan.
Pin-Cheng Zeng, Yu-Cheng Liao, Fu-I Chou, Po-Yuan Yang and Jyh-Horng Chou, Lane-Marking Tracking Algorithm Based on Adaptive Kalman Filter, The 10th IEEE International Conference on Applied System Innovation 2024 (IEEE ICASI 2024), 2024/04/17-2024/04/21, Kyoto, Japan.
Chih-Ching Chen, Po-Yuan Yang, Yu-Cheng Liao, Tsung-Yi Huang and Yi-Song Yan, Optimization of Ionic Liquid-Cellulose Hydrolysis for Glucose Extraction Using Regression Analysis and Particle Swarm Optimization, The 10th IEEE International Conference on Applied System Innovation 2024 (IEEE ICASI 2024), 2024/04/17-2024/04/21, Kyoto, Japan.
Hsin-Hao Liu, Yu-Cheng Liao, Fu-I Chou, Po-Yuan Yang and Jyh-Horng Chou, Reducing the Number of LSTM Models for CNC Tool Wear Torque Trends Prediction by Using ANFIS, The 10th IEEE International Conference on Applied System Innovation 2024 (IEEE ICASI 2024), 2024/04/17-2024/04/21, Kyoto, Japan.
Yu-Cheng Liao, Fu-I Chou, Po-Yuan Yang and Pin-Cheng Zeng, Unbalance Detection of a Rotating Shaft by Using Support Vector Machine, 2023 International Conference on Fuzzy Theory and Its Applications (iFuzzy2023), 2023/10/26-2023/10/29, Penghu, TAIWAN.
Hsin-Yen Hsieh and Po-Yuan Yang, Speech-to-Image Conversion Based on CGAN, 2023 International Conference on Fuzzy Theory and Its Applications (iFuzzy2023), 2023/10/26-2023/10/29, Penghu, TAIWAN.
Yu-Cheng Liao, Po-Yuan Yang, Fu-I Chou, Hsin-Hao Liu, Hao-Ting Shi, and Cheng-Hsin Yen, Hyperparameter Optimization for U-Net by Using Taguchi Method in Tool Wear Detection, 2023 International Automatic Control Conference (CACS 2023), 2023/10/26-2023/10/29, Penghu, TAIWAN.
Kuan-Lin Chen, and Po-Yuan Yang, Denoising Diffusion Implicit Models for Image Generation, 2023 International Automatic Control Conference (CACS 2023), 2023/10/26-2023/10/29, Penghu, TAIWAN.
陳冠霖、謝昕諺、何杰懋、莊佩蓁、楊柏遠，基於條件式生成對抗網路將語音轉換為圖片之應用，2023中國工程師學會學生分會論文競賽，2023/06/16，高雄，臺灣。
陳冠霖、楊柏遠，量子神經網路與傳統神經網路在資料分析之比較，2023年離島資訊與應用研討會，2023/05/25-2023/05/28，宜蘭，臺灣。
Shang-Jun Lin, Ping-Yueh Chang, Yu-Cheng Liao, Po-Yuan Yang, Fu-I Chou, and Tung-Kuan Liu, Predictive Torque Curve of CNC Based on LSTM, 9th IEEE International Conference on Applied System Innovation 2023, 2023/04/21-2023/04/25, Tokyo (Chiba), JAPAN.
Xuan-Ren Guo, Fu-I Chou, Po-Yuan Yang, Wen-Hsien Ho, I-Te Chen, and Jinn-Tsong Tsai, Automatic Detection of Breast Cancer on MRI Based on RCNN, 9th IEEE International Conference on Applied System Innovation 2023, 2023/04/21-2023/04/25, Tokyo (Chiba), JAPAN.
Yu-Cheng Liao, Ping-Yueh Chang, Po-Yuan Yang, and Fu-I Chou, Lubricant Loss Diagnosis of CNC Feed System by Using Support Vector Machine, 9th IEEE International Conference on Applied System Innovation 2023, 2023/04/21-2023/04/25, Tokyo (Chiba), JAPAN.
Hao-Ting Shi, Fu-I Chou, Po-Yuan Yang, and Yenming J. Chen, Tilapia Body Structure Detection Using Deep Learning, 9th IEEE International Conference on Applied System Innovation 2023, 2023/04/21-2023/04/25, Tokyo (Chiba), JAPAN.
Ping-Yueh Chang, Fu-I Chou, and Po-Yuan Yang, Optimal Algorithm Applied to Machine Tool Machining Energy Consumption, The 19th International Conference on Automation Technology (Automation 2022), 2022/11/11-2022/11/13, Kaohsiung, TAIWAN.
Yu-Cheng Liao, Ping-Yueh Chang, Fu-I Chou, and Po-Yuan Yang, Lubricant Loss Diagnosis of CNC Feed System based on Empirical Mode Decomposition and ANFIS, 2022 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2022), 2022/11/03-2022/11/06, Kaohsiung, TAIWAN.
Yu-Cheng Liao, Tien-En Lin, Cheng-Hsin Yen, Fu-I Chou, and Po-Yuan Yang, An Improved Reward Strategy for Proximal Policy Optimization, The International Conference on System Science and Engineering 2022 (ICSSE 2022), 2022/05/26-2022/05/29, Taichung, TAIWAN.
Cheng-Hsin Yen, Fu-I Chou, Yu-Cheng Liao, Po-Yuan Yang and Jyh-Horng Chou, Parameter Optimization for CNN-LSTM by Using Uniform Experimental Design, International Symposium on Intelligent Signal Processing and Communication Systems, 2021/11/16-2021/11/19, Hualien, TAIWAN.
Tien-En Lin, Po-Yuan Yang, Chia-Wei Chuang, Fu-I Chou and Jyh-Horng Chou, Parameter Optimization for Reinforcement Learning with Nonlinear Time-Varying Strategy by Using Uniform Experimental Design, International Symposium on Intelligent Signal Processing and Communication Systems, 2021/11/16-2021/11/19, Hualien, TAIWAN.
Ming-Zhen Tsai, Po-Yuan Yang, Fu-I Chou and Jyh-Horng Chou, Parameters Optimization for Improved Grey Wolf Optimizer by Using Uniform Experimental Design, International Symposium on Intelligent Signal Processing and Communication Systems, 2021/11/16-2021/11/19, Hualien, TAIWAN.
廖御呈、周阜毅、楊柏遠、張秉越、周至宏，利用支持向量機模型建立CNC進給軸潤滑液損耗之診斷，2021中華民國系統科學與工程研討會，2021/08/26- 2021/08/27，臺北，臺灣。
Chiu-Hung Chen, Po-Yuan Yang, Chun-Jen Kuo, and Jyh-Horng Chou, Solution of Unconstrained Optimization Problems by Using Hybrid Vector Multi-Objective Genetic Algorithm, The International Conference on System Science and Engineering 2020 (ICSSE 2020), 2020/08/31-2020/09/03, Kagawa, JAPAN.
Kai-Yu Yang, Po-Yuan Yang, Fu-I Chou, and Jyh-Horng Chou, Parameters Optimization for Group Search Algorithm, The International Conference on System Science and Engineering 2020 (ICSSE 2020), 2020/08/31-2020/09/03, Kagawa, JAPAN.
Chia-Wei Chuang, Po-Yuan Yang, Fu-I Chou, Jinn-Tsong Tsai, and Jyh-Horng Chou, Parameter Optimization for Reinforcement Learning by Using Uniform Design, The International Conference on System Science and Engineering 2020 (ICSSE 2020), 2020/08/31-2020/09/03, Kagawa, JAPAN.
Yu-Cheng Liao, Po-Yuan Yang, Fu-I Chou, and Jyh-Horng Chou, Improved Fractional-Order Particle Swarm Optimizer based on Sliding-Level Strategy, The International Conference on System Science and Engineering 2020 (ICSSE 2020), 2020/08/31-2020/09/03, Kagawa, JAPAN.
楊凱瑜、廖御呈、莊家偉、郭俊仁、楊柏遠、周阜毅，利用YOLOv3及均勻設計建置口罩配戴檢測系統，2020 ISME 福星熱能創意競賽，2020/08/28-2020/08/29，高雄，臺灣。
林僅軒、楊柏遠、周至宏、陳秋宏，機器學習建模及其超參數設計-以房價預測為例，2019中華民國力學學會年會暨第43屆全國力學會議，2019/11/29-2019/11/30，臺中，臺灣。
黃俊傑、楊柏遠、周至宏、陳秋宏，多層感知器結合雙目標超參數優化方法於下背痛診斷，2019中華民國力學學會年會暨第43屆全國力學會議，2019/11/29-2019/11/30，臺中，臺灣。
黃俊傑、楊柏遠、周至宏、陳秋宏，基於 Resnet20 之自動光學檢查，2019中華民國力學學會年會暨第43屆全國力學會議，2019/11/29-2019/11/30，臺中，臺灣。
F.-I. Chou, C.-Y. Cheng, P.-Y. Yang, J.-T. Tsai, and J.-H. Chou, Optimal Multiobjective PID Design by PSO, 2019 IEEE International Conference on Systems, Man, and Cybernetics, 2019/10/06-2019/10/09, Bari, ITALY.
C.-H. Lin, P.-Y. Yang, T.-H. Ho, J.-T. Tsai, and J.-H. Chou, Electrical Analysis of Low-Voltage Electricity Consumer by Using Fuzzy C-means Method and Multiple Regression Analysis, 2019 International Conference on Advanced Technology Innovation, 2019/07/15-2019/07/18, Sapporo, JAPAN.
曲晉逸、黃泓翔、楊柏遠、何文獻、周至宏，智慧型心臟瓣膜疾患診斷輔助系統，ISME2019福星熱能創意競賽，2019/02/15，高雄，臺灣。
楊柏遠、蔡進聰、周至宏，智能化參數優化方法於精密自動對位機台之研究，2018川寶科技論文獎，2018/11/29，臺中，臺灣。
Jin-Yi Qu, Po-Yuan Yang, Wen-Hsien Ho, Jinn-Tsong Tsai, Yu-Sen Yang and Jyh-Horng Chou, Model for Iron Loss of an Electrical Steel by Using Adaptive Neuro-fuzzy Inference System, 2018 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2018), 2018/11/14-2018/11/17, Daegu, SOUTH KOREA.
黃彥傑、楊柏遠、曲晉逸、蔡進聰、周至宏，應用模糊均值法及類神經網路於低壓用電戶之用電量分析，第二十六屆中華民國模糊理論及其應用研討會，2018/11/05-2018/11/06，桃園，臺灣。
楊柏遠、蔡進聰、周至宏，自適應均勻設計參數優化方法於精密自動對位機台之研究，萬潤2018創新創意競賽，2018/10/05，臺南，臺灣。
Hong-Siang Huang, Po-Yuan Yang, Wen-Hsien Ho, Jinn-Tsong Tsai, Chih-Hung Wu, and Jyh-Horng Chou, An Optimal Design of Infinite Impulse Response Digital Filters by Using Particle Swarm Optimization Algorithm, SICE Annual Conference 2018, 2018/09/11-2018/09/14, Nara, JAPAN.
Po-Yuan Yang, Ying Ma, Jinn-Tsong Tsai, Wen-Hsien Ho, and Jyh-Horng Chou, Prediction for Dissolved Oxygen in Water of Fish Farm by Using General Regression Neural Network, 2018 IEEE International Conference of Information and Automation, 2018/08/11-2018/08/13, Fujian, CHINA.
楊柏遠、蔡進聰、周至宏，馬達矽鋼片沖壓鐵損劣化預測系統之開發，2018第四屆旭泰科技論文獎，2018/08/05-2018/08/06，屏東，臺灣。
楊柏遠、黃聖文、涂廷毅、邱志雄、蔡進聰、周至宏，高壓水柱去魚鱗機台參數最佳化研究，中國機械工程學會第三十四屆全國學術研討會，2017/12/01-2017/12/02，臺中，臺灣。
Shuo-Fu Hsu, Po-Yuan Yang and Jyh-Horng Chou, Processing Parameters Optimization for ZnO Films by Cathode Arc Plasma Deposition, The 2017 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2017), 2017/11/13-2017/11/16, Pingtung, TAIWAN.
Po-Yuan Yang, Jinn-Tsong Tsai and Jyh-Horng Chou, Best Selection for the Parameters of Fractional-Order Particle Swarm Optimizer, 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017/10/05-2017/10/08, Banff, CANADA.
楊柏遠、林崇田、蔡進聰、周至宏，智慧型參數最佳化方法於自動觸控面板貼合機之研究，2017 第三屆旭泰科技論文獎，2017/09/30，臺中，臺灣。
Po-Yuan Yang, Jinn-Tsong Tsai, and Jyh-Horng Chou, Prediction of Water Quality Evaluation for Fish Ponds of Aquaculture, SICE Annual Conference 2017, 2017/09/17-2017/09/22, Kanazawa, JAPAN.
Po-Yuan Yang, Jinn-Tsong Tsai and Jyh-Horng Chou, Prediction Analysis of Oxygen Content in the Water for Fish Farm in Southern Taiwan, 2017 IEEE International Conference on System Science and Engineering, 2017/07/21-2017/07/23, Ho Chi Minh City, VIETNAM.
Po-Yuan Yang, Jinn-Tsong Tsai and Jyh-Horng Chou, Forecast of Oxygen Content in the Water for Aquaculture based on Artificial Neural Network, 2017 IEEE International Conference on Applied System Innovation, 2017/05/13-2017/05/17, Sapporo, JAPAN.
Po-Yuan Yang, Jinn-Tsong Tsai, Jyh-Horng Chou and Yu-Shiang Hong, Function Modeling by using Adaptive Neuro-Fuzzy Inference System and Random Dataset, 2016 International Conference on Innovation, Communication and Engineering, 2016/11/05-2016/11/09, Xi-an, CHINA.
Po-Yuan Yang, Jinn-Tsong Tsai, Wen-Hsien Ho and Jyh-Horng Chou, An Improved Fuzzy Subsethood Measure and Its Application on Fuzzy Classification Problem, SICE 2016 Annual Conference, 2016/09/20-2016/09/24, Tsukuba, JAPAN.
楊柏遠、蔡進聰、何文獻、謝振輝、周至宏，模糊子集測度的改善與應用，第二十三屆中華民國模糊理論及其應用研討會，2015/11/18-2015/11/20，宜蘭，臺灣。
蔡進聰、楊柏遠，Codebook Design for Image Compression，2013數位內容與數位互動研討會，2013/05/27，屏東，臺灣。
Books
Books
楊柏遠、陳志成、陳秋宏、梁詩婷、林峰正、王坤卿，AI人工智慧素養與基本導論，逢甲大學出版，2023。
Projects
Projects
生成式人工智慧於機械手臂程式生成前導計畫，114年國立屏東大學資訊學院新興領域特色發展計畫，計畫編號：CSS-114-006，計畫主持人，執行期間：2025年7月30日至2025年12月31日止。
中區PBL-STEM+AICT跨域統整學習扎根計畫 (執行單位：國立中興大學)，教育部計畫，協同主持人，執行期間：自2025年1月1日至2026年6月30日止。
智慧化複合生質料源產製氫烷氣/生物塑料之系統開發與全生命週期減碳評估 (1/2) (整合型計畫、多年期計畫，執行單位：逢甲大學綠能科技暨生技產業發展研究中心，子計畫四)，國科會計畫編號：NSTC 113-2218-E-035-002，共同主持人，第二年期程執行期間：自2024年7月1日至2025年6月30日止。
建構永續健康城市:結合量子計算、深度學習與律動療癒之跨國研究，113年國立屏東大學跨國研究補助計畫，計畫編號：NPTU-113-001，子計畫主持人，執行期間：2024年4月3日至2024年12月20日止。
應用正交函數分析連續型粒子群演算法及其人工智慧之產業應用，國科會計畫編號：NSTC 112-2221-E-153-006，計畫主持人，執行期間：自2023年8月1日至2024年7月31日止。
智慧化複合生質料源產製氫烷氣/生物塑料之系統開發與全生命週期減碳評估 (1/2) (整合型計畫、多年期計畫，執行單位：逢甲大學綠能科技暨生技產業發展研究中心，子計畫四)，國科會計畫編號：NSTC 112-2218-E-035-002，共同主持人，第一年期程執行期間：自2023年7月1日至2024年6月30日止。
中區PBL-STEM+C跨域統整學習扎根計畫 (執行單位：國立中興大學)，教育部計畫，協同主持人，執行期間：自2022年1月1日至2024年12月31日止。
112年度AI人工智慧研究計畫，國立屏東大學資訊學院，計畫主持人，執行期間：2023年7月4日至2023年12月31日止。
應用深度學習技術於機械加工製程刀具影像之研究，科技部計畫編號：MOST 111-2221-E-153-006，計畫主持人，執行期間：自2022年8月1日至2023年7月31日止。
111年度AI人工智慧研究計畫，國立屏東大學資訊學院，計畫主持人，執行期間：2022年5月5日至2022年12月31日止。
混合智慧型擇優方法於鯨魚最佳化演算法與其應用於人工智慧最佳化，科技部計畫編號：MOST 110-2221-E-153-010，計畫主持人，執行期間：自2021年8月1日至2022年7月31日止。
STEM+A 課程導向數位跨域教育扎根計畫-工程及數學課程導向數位跨域教育扎根計畫 (III) (執行單位：國立中興大學)，教育部計畫，協同主持人，執行期間：自2021年1月1日至2021年12月31日止。
工具機進給軸健康診斷智慧神經網路演算法分析，財團法人精密機械研究發展中心，計畫主持人，執行期間：自2020年8月1日至2020年11月30日止。
具非線性時變型態之強化學習的參數優化設計及其應用，科技部計畫編號：MOST 109-2222-E-153-001，計畫主持人，執行期間：自2020年6月1日至2021年5月31日止。
Communities
Communities
AI增能教師社群，國立屏東大學114年度補助教師專業社群計畫，社群召集人，執行期間：2025年6月17日至2025年11月30日止。
南區五校創新教學交流社群，114年度教育部教學實踐研究計畫南區區域基地跨校教師社群計畫，社群成員，執行期間：2025年4月8日至2025年11月30日止。
EMI練習曲，國立中興大學，國立中興大學EMI教學資源中心113-2跨校、跨學群雙語教學觀課社群計畫，社群成員，執行期間：2025年4月21日至2025年6月30日止。
人工智慧技術應用之跨領域探索，國立屏東大學113年度補助教師辦理研究社群計畫，社群召集人，執行期間：2024年4月23日至2024年11月30日止。
南區五校創新教學交流社群，113年度教育部教學實踐研究計畫南區區域基地跨校教師社群計畫，社群成員，執行期間：2024年4月19日至2024年11月30日止。
初次見面EMI，國立中興大學，國立中興大學EMI教學資源中心113-1跨校、跨學群雙語教學觀課社群計畫，社群成員，執行期間：2024年8月21日至2024年10月31日止。
南區三校雙語教育交流社群，國立中山大學，國立中山大學雙語教育資源中心雙語跨校教師社群計畫，社群成員，執行期間：2023年4月1日至2023年12月31日止。
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