鄭琇云 Jeng, Shiou-Yun
狀態 助理教授
姓名 鄭琇云 Jeng, Shiou-Yun
電子郵件
職稱 助理教授
研究室/分機 HB87/(04)2332-3456#20087
學歷 國立雲林科技大學工業工程與管理博士
專長領域 供應鏈管理、顧客關係與CRM系統、電子商務
學生請益時間 Office Hour
網站 https://research.asia.edu.tw/TchEportfolio/index_1/109100086
專業資歷
  1. 國立勤益科技大學-資訊工程系博士後研究員
  2. 亞洲大學創新與循環經濟研究中心博士後研究員
  3. 國立高雄餐旅大學-餐飲創新研發暨檢驗服務中心助理研究員
榮譽事蹟
  1. 2012年全國工業工程與管理碩士論文競賽(生產系統組)優勝
  2. 2012年供應鏈管理論文獎優勝
年度 論文名稱
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
發表日期 論文名稱
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
計畫名稱 參與人 計畫期間
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
獎項名稱 頒獎單位
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
課程類別 課程代碼 課程名稱 年度
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