Lei Dong, Haojie Zhu, Hanpeng Ren, Ting-Yu Lin (林庭瑜), Kuo-Ping Lin* (2025.09). A Novel Lightweight MT-YOLO Detection Model for Identifying Defects in Permanent Magnet Tiles of Electric Vehicle Motors. Expert Systems with Application, (288), 128247-128247.
期刊論文
40筆資料 more...
A Wang, Kuo-Ping Lin* (2025.07). Carbon reduction effective advanced planning and scheduling (C-APS) system: framework, functions and empirical results. Management of Environmental Quality: An International Journal, 8(36), 2016-2041.
Lei Dong, Haojie Zhu, Hanpeng Ren, Ting-Yu Lin(林庭瑜), Kuo-Ping Lin* (2025.05). GPI-YOLOv5s for Lightweight Aerospace Precision Parts Recognition. Advanced Engineering Informatics, (65), 103257-103257.
Ting-Yu Lin(林庭瑜), Hung, K., Jablonsky, J., Kuo-Ping Lin (2025.04). An Enhanced VIKOR and Its Revisit for the Manufacturing Process Application. CMC-Computers Materials & Continua, 2(83), 1901-1927.
Chiao-Chi Ou, Yun-Chi Liu, Kuo-Ping Lin*, Tsai-Hung Yen, Wen-Nan Huang (2025.03). Classification Method for Nailfold Capillary Images Using an Optimized Sugeno Fuzzy Ensemble of Convolutional Neural Networks. Computers in Biology and Medicine, (189), 109975-109975.
Ya-Chi Hsu, Ting-Yu Lin(林庭瑜), Lin, K.-P.*, Yu-Tse Tsan, Kuo-Chen Hung (2025.01). Evaluating Infant Development Through a Novel Hybrid Intuitionistic Fuzzy Classification System. Applied Soft Computing, (169), 112639-112639.
Ting-Yu Lin (林庭瑜), Kuo-Chen Hung, Josef Jablonsky, Lin, K.-P. (2025.01). A Green Supplier Selection Through an MCDM Based Framework Under Fuzzy Environment. Mathematics, 13, 436-436.
Yatong Zhoua, Ya Guoa, Lin, K.-P.*, Fan Yang, Lingling Li (2024.08). USuperGlue: An unsupervised UAV image matching network based on local self-attention. Soft Computing, 15-16(28), 8889-8909.
Guanchen Liu, Jianping Yuan, Lin, K.-P.*, Yan Miao, Rui Li (2024.03). Developing an improved chameleon swarm algorithm for combined cooling, heating and power micro-grid system. Expert Systems with Applications, (237), 121540.
Yatong Zhou, Xiaoran Kong, Lin, K.-P.*, Liangyu Liu (2024.03). Novel task decomposed multi-agent twin delayed deep deterministic policy gradient algorithm for Multi-UAV autonomous path planning. KNOWLEDGE-BASED SYSTEMS, (287), 111462.
Hsing-Chin Chien, Ting-Yu Lin, Lin, K.-P.*, Trang Cam Hoang, Hoa Anh Tran, Hsiang-Yun Wang, Hui-Mei Huang, Shyue-Yow Chiou (2024.02). Developing seasonal z-number regression for waste disposal forecasting in a Taiwanese hospital. Applied Soft Computing, (152), 111196.
Wanxing Sheng, Rui Li, Hui Hui, Lin, K.-P.*, Kung-Ming Lan, Qiying Ren, Lingling Li (2023.12). Optimal wind power generation system by honey badger algorithm with differential evolution strategies. Applied Soft Computing, 149, 110953.
Kuen-Suan Chen, Ting-Yu Lin, Lin, K.-P.*, Ping-Teng Chang, Yu-Chen Wang (2023.11). Developing a Novel Long Short‑Term Memory Networks with Seasonal Wavelet Transform for Long‑Term Wind Power Output Forecasting. International Journal of Computational Intelligence Systems, 16(1), 191.
Pi-Shan Hsu, Chien-Chung Huang, Wei-Ying Sung, Han-Ying Tsai, Zih-Xin Wu, Ting-Yu Lin, Lin, K.-P.* and Gia-Shie Liu (2023.08). Optimal Adaptive Neuro-Fuzzy Inference System with Biogeography-Based Optimization for Numbers of COVID-19 Vaccination Prediction. Journal of intelligent & fuzzy systems, 45(3), 4639-4650.
Gia-Shie Liu and Kuo-Ping Lin(林國平) (2022.12). Availability Optimization Decision Support Design System for Different Repairable n-Stage Mixed Systems. Mathematics, 11(1), 65.
Ting-Yu Lin, Ping-Teng Chang, Kuo-Ping Lin, Miao-Tzu Chen (2022.07). Optimal synthesis of cogeneration systems using novel intuitionistic fuzzy P-graph. Management of Environmental Quality: An International Journal, 33(5), 1271-1289.
Hsuan-Yu Chen, Kuo-Ping Lin* (2022.07). Fuzzy supplier selection model based on lifetime performance index. Expert Systems with Applications, 208, 118135.
Lin, Ting-Yu, Hung, Kuo-Chen, Lin, Kuo-Ping, Hon, Jau-Shin, Chiu, Anthony Shun Fung (2022.05). Improved ELECTRE II sustainability assessment framework in power generation technological evaluation. Journal of Intelligent & Fuzzy Systems, 43(5), 6405-6418.
C Fu, Lin, K.-P.*, YT Zhou (2022.04). Optimal capacity configuration of CCHP system with improved operation strategies using improved multi-objective multi-universe algorithm. Expert Systems with Applications, 199, 117183.
Y Zhou, M Zhang, Lin, K.-P.* (2022.03). Time series forecasting by the novel Gaussian process wavelet self-join adjacent-feedback loop reservoir model. Expert Systems with Applications, 198, 116772.
I Wang, CW Liao, Lin, K.-P.*, CH Wang, CL Tsai (2021.07). Evaluate the Consumer Acceptance of AIoT-Based Unmanned Convenience Stores Based on Perceived Risks and Technological Acceptance Models. Mathematical Problems in Engineering, 2021, 4416270.
CW Liao, I Wang, Lin, K.-P.*, YJ Lin (2021.05). A Fuzzy Seasonal Long Short-Term Memory Network for Wind Power Forecasting. Mathematics, 2021(9), 1178.
Kuen-Suan Chen, Kuo-Ping Lin*, Li-Ju Lin (2020.10). Evaluating the environmental protection strategy of a printed circuit board manufacturer using a Tw fuzzy importance performance analysis with Google Trends. Expert Systems with Applications, 1(156), 113483-113483.
L. Dong, W.-M. Li, C.-H. Wang, K.-P. Lin* (2020.08). Gyro motor fault classification model based on a coupled hidden Markov model with a minimum intra-class distance algorithm. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 5(234), 646-661.
Chih-Yao Chang, Kuo-Ping Lin* (2020.08). Developing Support Vector Machine with New Fuzzy Selection for the Infringement of a Patent Rights Problem. Mathematics, 8, 1263-1263.
Gia-Shie Liu*, Kuo-Ping Lin (2020.06). The Online Distribution System of Inventory-Routing Problem with Simultaneous Deliveries
and Returns Concerning CO2 Emission Cost. Mathematics, 8, 1002-1002.
Chun-Min Yu, Kuo-Ping Lin*, Gia-Shie Liu and Chia-Hao Chang 3 (2020.04). A Parameterized Intuitionistic Type-2 Fuzzy Inference System with Particle Swarm Optimization. Symmetry, 12, 562-562.
Su-qi Zhang, Kuo-Ping Lin (2020.01). Short-term traffic flow forecasting based on data-driven model. Mathematics, 2(8), 152-152.
Zhou, Y., Zhao, X., Lin, K.-P.*, Wang, C.-H., Li, L. (2019.12). A Gaussian Process Mixture Model-based Hard-cut Iterative Learning Algorithm for Air Quality Prediction. Applied Soft Computing, 85, 105789-105789.
C.-H. Wang, K.-P. Lin*, Y.-M. Lu, C.-F. Wu (2019.12). DEEP BELIEF NETWORK WITH SEASONAL DECOMPOSITION FOR SOLAR POWER OUTPUT FORECASTING. International Journal of Reliability, Quality and Safety Engineering, 5(26), 1950029-1950029.
Kuo-Ping Lin, Ping-Feng Pai, Yi-Ju Ting (2019.08). Deep Belief Networks with Genetic Algorithms in Forecasting Wind Speed. IEEE Access, 7, 99244-99253.
Lin, K.-P., Yu, Chun-Min, Chen, K.-S. (2019.06). Production data analysis system using novel process capability indices- based circular economy. Industrial Management & Data Systems, 00, 00-00.
K.-S. Chen, K.-P. Lin, Chun-Ming Yang* (2019.06). Confidence-interval-based fuzzy evaluation model for IC packaging molding process. Applied Sciences, 9, 2623-2623.
Chen, K.-S., Lin, K.-P.*, Yan, J.-X., Hsieh, W.-L. (2019.05). Renewable power output forecasting using least-squares support vector regression and google data. Sustainability, 11, 3009-3009.
Ho, Chung-Han; Chang, Ping-Teng ; Hung, Kuo-Chen; Lin, Kuo-Ping* (2019.04). Developing intuitionistic fuzzy seasonality regression with particle swarm optimization for air pollution forecasting. Industrial Management & Data Systems, 3(119), 561-577.
Ling-Ling Li, Jin Sun, Ching-Hsin Wang, Ya-Tong Zhou, Kuo-Ping Lin* (2019.03). Enhanced Gaussian Process Mixture Model for Short-Term Electric Load Forecasting. Information Sciences, 477, 386-398.
Liu, G.-S.*, Lin, K.-P. (2019.02). A Decision Support System of Green Inventory-Routing Problem. Industrial Management & Data Systems, 1(119), 89-110.
Chao Fu, Guo-Quan Li, Kuo-Ping Lin *, Hui-Juan Zhang (2019.01). Short-term Wind Power Prediction Based on Improved Chicken Algorithm Optimization Support Vector Machine. sustainability, 11, 512-512.
Qing-Zhou Wang, Zhan-Di Chen, Kuo-Ping Lin, Ching-Hsin Wang* (2018.11). Estimation and Analysis of Energy Conservation and Emissions Reduction Effects of Warm-mix Crumb Rubber-modified Asphalts. Sustainability, 10, 4521-4521.
Zhang, H.-J., Feng, Y.-B., Lin, K.-P.* (2018.08). Application of Multi-Species Differential Evolution Algorithm in Sustainable Microgrid Model. Sustainability, 8(10), 2694-2694.
研討會論文
20筆資料 more...
Kuo-Ping Lin(林國平)*, Yueh-Ju Kuo, Ting-Yu Lin, I-Jan Wang (2025.08). Fault Tree Analysis Model for Remanufactured Machine Tools by Using Generative AI and Analytic Hierarchy Process. Paper presented at 2025 ISSAT RQD, 夏威夷: ISSAT.
Ting-Yu Lin(林庭瑜), Yu-Jou Wu, Kuo-Ping Lin(林國平)*, Chih-Yuan Chu(朱治垣), Cheng-Fu Huang, Ping-Chen Chang (2025.06). Hybrid Forecasting: Using Generative AI and Deep Learning-based Time Series Model to Integrate Predictions. Paper presented at The International Conference for Production Research Asia Pacific Region, Hong Kong: International Foundation for Production Research, Research Institute for Advanced Manufacturing, 香港: International Foundation for Production Research, Research Institute for Advanced Manufacturing.
林國平*、王怡然、吳書銘、劉傑安（2023.11）。結合小波轉換及機器學習於快時尚服飾業需求預測之研究。論文發表於2023第十八屆中華商管科技學會年會暨學術研討會，桃園市/龍華科技大學：中華商管科技學會、龍華科技大學。
林國平*、王怡然、曾韻璇、蔡子易（2023.11）。改良式Z-numbers模糊迴歸模型之研究─以醫療廢棄物分析為例。論文發表於2023第十八屆中華商管科技學會年會暨學術研討會，桃園市/龍華科技大學：中華商管科技學會、龍華科技大學。
Kuo-Ping Lin(林國平)*, Kuo-Chen Hung (2023.10). Using Long-Term Memory For Waste Disposal Forecasting. Paper presented at 2023 INFORMS Annual Meeting, Phoenix, Arizona, USA: The Institute for Operations Research and the Management Sciences.
Po-Chih Kang, Ting-Yu Lin, Tzu-I Tsai, Kuo-Ping Lin(林國平)* (2023.10). Applying Fuzzy Seasonal Long Short-Term Memory Network for Carbon Emissions of Power Plant Forecasting. Paper presented at 23rd Asia Pacific Industrial Engineering & Management System Conference AND The 26th Asia Pacific Division Meeting of The International Foundation for Production Research, Kuala Lumpur, Malaysia: UKM GRADUATE SCHOOL OF BUSINESS.
Ting-Yu Lin*, Ping-Teng Chang(張炳騰), Kuo-Chen Hung, Yu-Cheng Liu, Kuo-Ping Lin(林國平) (2023.10). Developing a Multi-Variable Long Short-Term Memory Model for Taiwan's High Speed Rail Passenger Volume Under COVID-19. Paper presented at 23rd Asia Pacific Industrial Engineering & Management System Conference AND The 26th Asia Pacific Division Meeting of The International Foundation for Production Research, Kuala Lumpur, Malaysia: UKM GRADUATE SCHOOL OF BUSINESS.
呂玉銘、林國平*（2022.12）。應用隨機森林於線上學習行銷。論文發表於2022第三屆中華物聯網與人工智慧研究學會年會暨國際研討會及第20屆管理學術研討會，台中市/國立勤益科技大學：國立勤益科技大學管理學院、中華物聯網與人工智慧研究學會、國立勤益科技大學休閒產業管理系。
呂玉銘、林國平*（2022.12）。應用深度學習於汽車板金零組件庫存預測。論文發表於2022第三屆中華物聯網與人工智慧研究學會年會暨國際研討會及第20屆管理學術研討會，台中市/國立勤益科技大學：國立勤益科技大學管理學院、中華物聯網與人工智慧研究學會、國立勤益科技大學休閒產業管理系。
林國平*、李紹宇、陳俊瑋（2022.11）。應用分群演算法於少樣多量產品量價模型評估：以服飾店商平台為例。論文發表於2022中國工業工程學會年會暨學術研討會暨半導體製造智慧國際研討會，金門縣/國立金門大學：社團法人中國工業工程學會。
林國平*、康博智（2022.11）。應用混沌序列與模糊季節性長短期記憶模型於發電之碳排放量預測。論文發表於2022中國工業工程學會年會暨學術研討會暨半導體製造智慧國際研討會，金門縣/國立金門大學：社團法人中國工業工程學會。
林國平*、王宇辰、鄭皓鴻（2022.11）。混合混沌序列分解小波轉換之長短期記憶模型於鎳價預測。論文發表於2022中國工業工程學會年會暨學術研討會暨半導體製造智慧國際研討會，金門縣/國立金門大學：社團法人中國工業工程學會。
Kuo-Ping Lin(林國平)*, Yu-Chen Wang, Po-Chih Kang (2022.08). Long Short-Term Memory with Combining Chaotic Series Decomposition and Wavelet Transform for Nickel Price Prediction. Paper presented at 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE), Mexico City, Mexico: IEEE Advancing Technology for Humanity, IEEE Robotic & Automation Society.
Kuo-Ping Lin(林國平)*, Yu-Hao Liang (2022.08). On Job Shop Scheduling with Restricted Set-Up Time in Steel Manufacturers. Paper presented at 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE), Mexico City, Mexico: IEEE Advancing Technology for Humanity, IEEE Robotic & Automation Society.
林國平*、王宇辰（2022.05）。應用長短記憶模型於鎳價格預測。論文發表於2022人工智慧技術及應用研討會，台中市/國立臺中科技大學：國立臺中科技大學智慧產業學院、商業經營系、智慧生產工程系。
林國平*、張翊玲、陳立翰（2021.12）。以核心模糊 C平均法與直觀模糊歸屬函數為基礎之半非監督式分群。論文發表於2021第十七屆台灣作業研究學會年會暨國際研討會及第19屆管理學術研討會，台中市/國立勤益科技大學：國立勤益科技大學管理學院、台灣作業研究學會、國立勤益科技大學工業工程與管理系。
林國平*、蔣明峻、康博智（2021.11）。Applying Multi-Criteria Decision-Making to Investigate Taiwan Travel Agency's Facebook Fan Page on Green Tourism。論文發表於2021 中國工業工程學會年會暨學術研討會，台南市/國立成功大學：社團法人中國工業工程學會。
林國平*、陳妙慈、湯岷韻（2021.11）。A Intuitionistic Fuzzy P-graph with Gaussian Membership Function－The Case of Cogeneration System。論文發表於2021 中國工業工程學會年會暨學術研討會，台南市/國立成功大學：社團法人中國工業工程學會。
Kuo-Ping Lin(林國平)* (2021.10). Applying Novel Semi-supervised Learning for Alcohol QCM Sensor Dataset. Paper presented at 2021 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2021), Taitung, Taiwan: National Formosa University.
林國平*、謝芝絨、王宇辰（2020.11）。應用支援向量回歸於電視購物保健食品銷售預測。論文發表於2020第十六屆台灣作業研究學會年會暨學術研討會，新竹市/國立清華大學：台灣作業研究學會、國立清華大學工業工程與工程管理學系。