Zheng, Xiu-Yun
Status Assistant Professor
Name Zheng, Xiu-Yun
Email
Job title Assistant Professor
Office/TEL IB05/(04)2332-3456#20105
Education PhD., Department of Industrial Engineering and Management, National Yunlin University of Science & Technology, Taiwan
Expertise Information System, Production System, Artificial intelligence
Office Hour Office Hour
Websites https://research.asia.edu.tw/TchEportfolio/index_1/109100086
Professional Experience Postdoctoral researcher of Department of Information Engineering, National Chin-Yi University of Technology.  Postdoctoral researcher of Institute of Innovation and Circular Economy, Asia University.  Assistant researcher of F&B Laboratory of Innovation, Science, Technology, National Kaohsiung University of Hospitality and Tourism
Honors & Awards The Best Master Thesis Award, Shiou-Yun Jeng, "Cradle-to-Cradle Reproduction Planning for Recycled Toner Cartridge", 2012 Supply Chain.  The Best Master Thesis Award, Shiou-Yun Jeng, "Cradle-to-Cradle Reproduction Planning for Recycled Toner Cartridge", 2012 Industrial Engineering Thesis Competition Award, Chinese Institute of Industrial Engineers (CIIE).
Year Paper Title
2022 Cheng-Hung Chen、鄭琇云(Jeng Shiou-Yun)、Cheng-Jian Lin(Cheng-Jian Lin)*, Using Neural Networks for Tool Wear Prediction in Computer Numerical Control End Milling, SENSORS AND MATERIALS, vol.34 no.2 pp.803-817, 2022
2021 Cheng-Jian Lin、鄭琇云(Jeng Shiou-Yun)、Chin-Ling Lee, Hyperparameter Optimization of Deep Learning Networks for Classification of Breast Histopathology Images, SENSORS AND MATERIALS, vol.33 no.1 pp.315-325, 2021
2021 鄭琇云(Jeng Shiou-Yun)、林君維(Chun-Wei Remen Lin)、曾明朗(Ming-Lang Tseng)、Korbkul Jantarakolica、Raymond Tan, Resource efficiency improvement: zero waste discharge planning in a pulp-and-paper firm under uncertainties, Management of Environmental Quality: An International Journal, vol.32 no.3 pp.665-680, 2021
2020 林正堅(Cheng-Jian Lin)、鄭琇云(Jeng Shiou-Yun)、Hsueh-Yi Lin、Cheng-Yi, Yu, Design and Verification of an Interval Type-2 Fuzzy Neural Network Based on Improved Particle Swarm Optimization, Applied Sciences-Basel, vol.10 no.9, 2020
2020 林正堅(Cheng-Jian Lin)、鄭琇云(Jeng Shiou-Yun)、Mei-Kuei Cheng, Using 2D CNN with Taguchi parametric optimization for lung cancer recognition from CT images, Applied Sciences-Basel, vol.10 no.7, 2020
2020 林正堅(Cheng-Jian Lin)、Cheng-Hsien Lin、鄭琇云(Jeng Shiou-Yun), Using Feature Fusion and Parameter Optimization of Dual-input Convolutional Neural Network for Face Gender Recognition, Applied Sciences-Basel, vol.10 no.9, 2020
2020 Cheng-Hung Chen、鄭琇云(Jeng Shiou-Yun)、林正堅(Cheng-Jian Lin), Mobile Robot Wall-Following Control Using Fuzzy Logic Controller with Improved Differential Search and Reinforcement Learning, Mathematics, vol.8 no.8, 2020
2020 Cheng-Hung Chen、鄭琇云(Jeng Shiou-Yun)、林正堅( Cheng-Jian Lin), Using an Adaptive Fuzzy Neural Network Based on a Multi-Strategy-Based Artificial Bee Colony for Mobile Robot Control, Mathematics, vol.8 no.8, 2020
2020 Cheng-Jian Lin、鄭琇云(Jeng Shiou-Yun), Optimization of Deep Learning Network Parameters Using Uniform Experimental Design for Breast Cancer Histopathological Image Classification, Diagnostics, vol.10 no.9, 2020
2019 林君維(Chun-Wei Remen Lin)、鄭琇云(Jeng Shiou-Yun)、曾明朗(Ming-Lang Tseng)、Raymond Tan, A cradle-to-cradle analysis in the toner cartridge supply chain using fuzzy recycling production approach, Management of Environmental Quality: An International Journal, vol.30 no.2 pp.329-345, 2019
2019 曾明朗(Ming-Lang Tseng)、Phan Anh Tan、鄭琇云(Jeng Shiou-Yun)、林君維(Chun-Wei Remen Lin)、耶利納(Yeneneh Tamirat Negash)、Susilo Nur Aji Cokro Darsono, Sustainable Investment: Interrelated among Corporate Governance, Economic Performance and Market Risks Using Investor Preference Approach, Sustainability, vol.11 no.7 pp.1-15, 2019
2019 林君維(Chun-Wei Remen Lin)、鄭琇云(Jeng Shiou-Yun)、曾明朗(Ming-Lang Tseng)、Wai Peng Wong, Sustainable development for zero-wastewater-discharge reproduction planning under quantitative and qualitative information, Management of Environmental Quality: An International Journal, vol.30 no.5 pp.1114-1131, 2019
2019 鄭琇云(Jeng Shiou-Yun)、林君維(Chun-Wei Remen Lin)、曾明朗(Ming-Lang Tseng)、Tatre Jantarakolica, Cradle-to-cradle zero discharge production planning system for the pulp and paper industry using a fuzzy hybrid optimization model, Management of Environmental Quality: An International Journal, vol.31 no.3 pp.645-663, 2019
2017 鄭琇云(Jeng Shiou-Yun)、林君維(Chun-Wei Remen Lin), Fuzzy cradle to cradle remanufacturing planning for a recycled toner cartridge industry, International Journal of Industrial and Systems Engineering, vol.25 no.4 pp.423-442, 2017
Date of Publication Paper Title
2022.12 鄭琇云(Jeng Shiou-Yun)、王穎榛(Ying-Zhen Wang), Establish a smart recycling evaluation system for the planning of green product plastic regeneration , The 30th International Society for Business Innovation and Technology Management Conference at Bangkok, Dec. 2022, Thailand
2022.12 鄭琇云(Jeng Shiou-Yun)、王穎榛(Ying-Zhen Wang), Establishment of fuzzy evaluation indicators in the planning of reducing the use, making the best use and recycling of agricultural products , The 30th International Society for Business Innovation and Technology Management Conference at Bangkok, Dec. 2022, Thailand
2022.11 鄭琇云(Jeng Shiou-Yun)、王穎榛(Ying-Zhen Wang), Relationship between Family Support for Primary Caregivers of Autistic Children and their physical and mental development , The 22nd Asia Pacific Industrial Engineering and Management Systems, Nov. 2022, Taiwan
2022.05 鄭琇云(Jeng Shiou-Yun)、鄭宇軒、賴昆輿、蘇廷愷、吳其霖、吳東霖, 運用深度學習技術於人臉辨識與肺部X光影像檢測 , 2022人工智慧技術及應用研討會, May. 2022, 台灣/台中/國立台中科技大學
Project Title Participator Period
建立智慧回收再生評估系統於綠色產品塑料再生之規劃 (MOST 111-2221-E-468-007) 鄭琇云(Jeng Shiou-Yun) 2022.08 ~ 2023.07
Award Name Awarding Unit
全國大專校院暨高中職創新創業及創意行銷競賽(創意行銷影片組)佳作 台北城市科技大學
Category Course Code Course Title Year
大學日間部 82U00181A 電子商務實務應用 112
大學日間部 82U00181B 電子商務實務應用 112
大學日間部 82U00190A 人工智慧實務 112
大學日間部 82U00145B 學輔時間(三) 112
進修學士班 MB500129A 學輔時間(四) 112