| Name | HU,NIAN-ZE |
|---|---|
| Job Title | Professor |
| Education | 交通大學 資訊管理研究所 博士 |
| Tel | +886-5-6315731 |
| Lab Location | C-MA-0908 |
| Research Expertise | Artificial Intelligence (AI), Business Intelligence (BI), Internet of Things (IoT), Big Data, Cloud Computing |
| Country | School Name | Department | Degree |
|---|---|---|---|
| 元智大學 | 工業工程系 | 學士 |
| Year | Paper Title |
|---|---|
| 2025 | Integrating Tiny Machine Learning and Edge Computing for Real-Time Object Recognition in Industrial Robotic Arms, Engineering procedings, May. 2025 |
| 2025 | Real-Time Detection and Process Status Integration System for High-Pressure Gas Leakage, Engineering proceedings, May. 2025 |
| 2023 | Design an Automatic Posture Discrimination System for Operators in Workplace, IEEE Xplore, Oct. 2023 |
| 2023 | Design a Semi-Automatic Annotation for Visual Recognition Systems, IEEE Xplore, Oct. 2023 |
| 2023 | Urine output as one of the most important features in differentiating in-hospital death among patients receiving extracorporeal membrane oxygenation - a random forest approach, European Journal of Medical Research, Sep. 2023 |
| 2022 | Develop an intelligent robotic arm grasp and control system capable of determining the angle of objects, IEEE Xplore, Oct. 2022 |
| 2022 | Develop an Abnormal Detection System of Rotating Equipment by Edge Computing, IEEE Xplore, Oct. 2022 |
| 2022 | Prediction of remaining battery life for light vehicles, IEEE Xplore, Oct. 2022 |
| 2022 | Prediction of Remaining Battery Life for Light Vehicles, IEEE Xplore, pp. 532-534, Oct. 2022 |
| 2022 | 不同蹲踞式起跑動作之動力學分析, 華人運動生物力學期刊, pp. 25-31, Sep. 2022 |
| 2021 | Design a Fast Loading and Unloading Robot Controlling System by WebAPI Technique , IEEE Xplore, Oct. 2021 |
| 2021 | 3D Cameras and Algorithms for Multi-Angle Gripping and Control of Robotic Arm , IEEE Xplore , Oct. 2021 |
| 2021 | AIoT module development for automated production , IEEE Xplore, Oct. 2021 |
| 2019 | Implementation of Artificial Intelligence for Classification of Frogs in Bioacoustics, Symmetry, Nov. 2019 |
| 2019 | Machine learning approach for robot diagnostic system, IEEE Xplore, pp. 5"月"7"日"-, Oct. 2019 |
| 2019 | Using Machine Learning Method to Identify for Frog Classification, IEEE Xplore, pp. 168-171, Oct. 2019 |
| 2018 | Clinical Effect of Traditional Chinese Medicine on Knee Pain: A Nationwide Population-Based Cohort Study, Journal of Complementary Medicine & Alternative Healthcare, Jan. 2018 |
| 2017 | 運用機器學習演算法開發熱變形分析預測系統 , Journal of Innovation and Management, Jul. 2017 |
| 2013 | A Cloud System for Mobile Medical Services of Traditional Chinese Medicine , Journal of Medical System , Oct. 2013 |
| 2013 | Design Optimization of a Speed Reducer Using Deterministic Techniques , Mathematical Problems in Engineering , Sep. 2013 |
| 2012 | Solving Packing Problems by a Distributed Global Optimization Algorithm, Mathematical Problems in Engineering, pp. 13-, Oct. 2012 |
| 2010 | CRITICAL EQUIPMENTS DECISION SUPPORT SYSTEM FOR PROCESS LAYOUT ENVIRONMENT: A CASE OF WAFER FAB, International Journal of Industrial, Applications and Practice, Jan. 2010 |
| Year | Paper Title |
|---|---|
| 2022 | Nian-Ze Hu, You-Xing Zeng, Bo-an Lin, Ruo-Wei Wu, You-Shin Lin, Kai-Hsun Hsu, Shang-Wei Liu, Tun-Chuan Chang, Chun-Min Tsai, Prediction of remaining battery life for light vehicles, IEEE ECICE 2022, Oct. 28-30, 2022, TWN中華民國(臺灣) |
| 2022 | Nian-Ze Hu; Qi-Ren Lin; Ruo-Wei Wu; You-Xing Zeng; Bo-an Lin; Shang-Wei Liu; Kai-Hsun Hsu; Jeng-Dao Lee; Ying-Hsiu Hung; Chun-Min Tsai, An intelligent robotic arm grasp and control system capable of determining the angle of objects, IEEE ECICE 2022, Oct. 28-30, 2022, TWN中華民國(臺灣) |
| 2021 | Nian-Ze Hu, Kai-Hsun Hsu, Jieh-Tsyr Chuang, Shan-Wei Liu, Ruo-Wei Wu, You-Xing Zeng, Chia-Chen Kuo, Jeng-Dao Lee, Develop an Abnormal Detection System of Rotating Equipment by Edge Computing, IEEE ECICE 2021, Oct. 29-31, 2021, TWN中華民國(臺灣) |
| 2021 | Nian-Ze Hu, Kai-Hsun Hsu, Jieh-Tsyr Chuang, Shan-Wei Liu, Ruo-Wei Wu, You-Xing Zeng, Chia-Chen Kuo, Jeng-Dao Lee, Design a Fast Loading and Unloading Robot Controlling System by WebAPI Technique, IEEE ECICE 2021, Oct. 29-31, 2021, TWN中華民國(臺灣) |
| 2021 | En-Shuo Cheng, Jun-Yi Yang, Jeng-Dao Lee3, Kuo-Yi Chen4, Nian-Ze Hu, and Lin-Yin Chen, AIoT module development for automated production, 2021 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) , Jun. 16-18, 2021, TWN中華民國(臺灣) |
| 2020 | J. D. Lee*, C. H. Chang, C. Y. Hsieh, K. C. Chen, and N. Z. Hu, Development of classification system for robotic arm workstations, 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (IEEE ECICE 2020), Oct. 29-31, 2020, TWN中華民國(臺灣) |
| 2020 | C. Y. Yeh, J. T. Chuang, Z. H. Shi, K. H. Hsu, S. W. Liu, R. W. Wu, C. H. Yang, N. Z. Hu*, and J. D. Lee, Use 3D cameras and algorithms to develop multi-angle gripping robotic arm movement and control methods, 2020 IEEE Eurasia Conference on IOT, Communication and Engineering (IEEE ECICE 2020), Oct. 29-31, 2020, TWN中華民國(臺灣) |
| 2019 | Nian-Ze Hu, Chih-Hui Simon Su, Cihun-Siyong Alex Gong, Cheng-Jung Lee, Yong-Sheng Chen, Ching-Hsiang Yang, Ching-Ying Ye2, Zheng-Han Shi, and Jieh-Tsyr Chuang, Machine learning approach for robot diagnostic system, IEEE Eurasia Conference on IOT, Communication and Engineering, Oct. 03-06, 2019, TWN中華民國(臺灣) |
| 2019 | Kuo-Wei Chao, Wei-Hang Chiu, Yi-Chu Chao and Chin-Kai Su and Nian-Ze Hu*, Using machine learning method to identify class for frog, IEEE Eurasia Conference on IOT, Communication and Engineering, Oct. 03-06, 2019, TWN中華民國(臺灣) |
| 2017 | 運用機器學習演算法開發熱變形分析預測系統 , 2017 系統性創新研討會暨, Jan. 14, 2017, TWN中華民國(臺灣) |
| 2016 | Lo, Y. C., Hu,N. Z., Hou, Mark C., Chen,Y. L., Chen,J. H., Kuo, T. W. , Clinical Effect of Traditional Chinese Medicine on Knee Pain: A Nationwide Population-based Cohort Study , 18th International Congress of Oriental Medicine, Apr. 11-15, 2016, JPN日本 |
| 2015 | 研討會-運用政府開放資料分析農業價格與天氣之相關性 , IMP 2015國際資訊管理暨實務研討會 , Nov. 27, 2015, TWN中華民國(臺灣) |
| 2013 | Huuan-Lin Liu, Nian-Ze Hu, Mark C. Hou, Chia-Ying Lee, Po-Shiang chao, Develop a Mobile Acupoint Treatment System - Using Cloud Technique , Symposium on Engineering Medicine and biology Applications, Feb. 01, 2013, TWN中華民國(臺灣) |
| 2012 | Y. Chen, M.C. Hou, N. Hu, S. Huang, The possible risk of hypoglycemia due to jointed usage of blood sugar lowering medications and herbs on diabetes: a population-based study, 9th International Diabetes Federation Western pacific Region Congress/ 4th Scientific Meeting of the Asian Association for the Study of Diabetes (AASD), Nov. 24-27, 2012, JPN日本 |
| 2012 | M.C. Hou, N. Hu, Y. Chen, S. Huang, Taohong-Shimotsuto for Treatment of Diabetic Painful Neuropathy: A Case Series of four Patients, 9th International Diabetes Federation Western pacific Region Congress/ 4th Scientific Meeting of the Asian Association for the Study of Diabetes (AASD), Nov. 24-27, 2012, JPN日本 |
| 2012 | M. C. Hou, N. Hu, C. Lee, Y Chen, The Cloud system for mobile medical service of Traditional Chinese Medicine, The 5th European Congress for Integrative Medicine (ECIM), Sep. 21-22, 2012, ITA義大利共和國(義大利) |
| 2012 | L. Yi-Chun, H. Mark Chun-Cheng, H. Nian-Ze, C. Li-Hsin1, C. Ching-Pheng, C. Ying-Ling, Consumption of ephedra1-containing CHP does not increase the occurrence of CVD: A population-based study, International Council of Medical Acupuncture and Related Techniques, May. 25-27, 2012, GRC希臘共和國 |
| 2011 | L Chang, M Hou, N Hu, C Wei-Ling, Y Chen, An assessment for the occurrences of cardiovascular disease associated with Ephedra: a Population-Based Case-Control Study , 4th European Congress for Integrative Medicine (ECIM), Oct. 07-08, 2011, DEU德意志聯邦共和國(德國) |
| 2011 | Mark C. Hou, Yng Tee Ang, Ying-Ling Chen, Lun-Chien Lo, Nan-Zu Hu, Lei-Chun Chou, You-Liang Lai, Sheng-Chieh Huang, The jointed usage of conventional medicine and traditional Chinese medicine on diabetes in Taiwan: a population-based study, International Congress in Medical Acupuncture and Related Technique (ICMART), May. 13-15, 2011, NZL紐西蘭 |
| 2007 | 以SOA建構設計醫療資訊交換平台, 第三屆國際健康資訊管理研討會, Mar. 05, 2008 |
| 2007 | 應用WebSphere MQ實現醫療資訊交換平台建置, 2007第十三屆資訊管理暨實務研討會, Dec. 08, 2007 |
| Project Category | Year | Project Title | Job Title | Period |
|---|---|---|---|---|
| 政府產學計畫 | 2026 | 115年度 【 產學合作計畫－智慧噴碼機控制器升級計畫-邊緣資料擷取與PLC整合方案 】 | 共同(協同)主持人 | 2026.06 ~ 2027.05 |
| 企業產學計畫(含公營及私人企業) | 2026 | ACS-次世代大型工具機智慧磨床AI聯合研發計畫 | 主持人 | 2026.01 ~ 2027.08 |
| 企業產學計畫(含公營及私人企業) | 2025 | ACS-法規文件轉換平台 | 主持人 | 2025.12 ~ 2026.07 |
| 企業產學計畫(含公營及私人企業) | 2024 | ACS-晶圓測試分析平台 | 主持人 | 2024.10 ~ 2025.06 |
| 其他單位產學計畫 | 2024 | AI演算法及Python程式 | 主持人 | 2024.07 ~ 2024.10 |
| 其他單位產學計畫 | 2024 | 產業綠色營運工作圈 | 主持人 | 2024.06 ~ 2024.12 |
| 政府產學計畫 | 2024 | 113年度國科會中部科學園區管理局補助辦理「高壓N2O氣體碳排減量回收與智慧監測技術研究開發計畫」 | 主持人 | 2024.05 ~ 2025.04 |
| 企業產學計畫(含公營及私人企業) | 2023 | ACS-發展水產養殖AI分析技術 | 主持人 | 2023.07 ~ 2024.12 |
| 企業產學計畫(含公營及私人企業) | 2023 | ACS-應用大技術發展VAD演算法暨優化晶圓測試分析平台 | 主持人 | 2023.03 ~ 2023.08 |
| 企業產學計畫(含公營及私人企業) | 2022 | ACS-台化靜電集塵設備參數智能優化計畫 | 主持人 | 2022.03 ~ 2023.01 |
| 企業產學計畫(含公營及私人企業) | 2021 | ACS-TF Particle預警輔助決策 | 主持人 | 2021.11 ~ 2023.12 |
| 企業產學計畫(含公營及私人企業) | 2021 | ACS-ARO3 3FV81421控制閥(迴路)監診模組 | 主持人 | 2021.11 ~ 2023.03 |
| 企業產學計畫(含公營及私人企業) | 2021 | ACS-ARO3 3FV81421控制閥(迴路)監診模組 | 主持人 | 2021.11 ~ 2022.10 |
| 企業產學計畫(含公營及私人企業) | 2021 | ACS-ARO2廠泵浦P617軸承壽命預測模組 | 主持人 | 2021.07 ~ 2022.12 |
| 其他單位產學計畫 | 2021 | 人才扎根分項計畫-多軸運動控制技術與智慧化應用產學合作計畫 | 共同(協同)主持人 | 2021.01 ~ 2021.11 |
| 企業產學計畫(含公營及私人企業) | 2021 | ACS-PC二期籃式輸送帶設備故障預測專案 | 主持人 | 2021.01 ~ 2021.10 |
| 企業產學計畫(含公營及私人企業) | 2020 | ACS-五處AI預測平台 | 主持人 | 2020.11 ~ 2021.06 |
| 非技專計畫類別 | 2020 | ACS-育成中心進駐廠商-創璟應用整合有限公司-新創企業 | 主持人 | 2020.06 ~ 2023.06 |
| 企業產學計畫(含公營及私人企業) | 2020 | ACS-運用視覺辨識發展自動控制相關技術 | 主持人 | 2020.06 ~ 2024.03 |
| 政府產學計畫 | 2020 | 109年度科技部中部科學園區研發精進產學合作計畫-氣體發生器智慧製造數位平台建立與高壓充填製程控制技術精進 | 主持人 | 2020.05 ~ 2021.04 |
| 政府產學計畫 | 2019 | 108年度雲林縣政府補助辦理『108年雲林縣政府水利處山坡地及安全維護通報航拍與影像資料處理』計畫 | 共同(協同)主持人 | 2019.10 ~ 2019.12 |
| 企業產學計畫(含公營及私人企業) | 2019 | ACS-運用人工智慧與物聯網發展物流監控技術 | 主持人 | 2019.09 ~ 2020.08 |
| 政府產學計畫 | 2019 | 108年度國立臺灣大學醫學院附設醫院雲林分院補助辦理『AI急診預警系統』 | 主持人 | 2019.07 ~ 2019.12 |
| 企業產學計畫(含公營及私人企業) | 2018 | ACS-AI智能分析內視鏡訓練系統之軟體開發 | 主持人 | 2018.11 ~ 2020.10 |
| 企業產學計畫(含公營及私人企業) | 2018 | ACS-協助導入大數據分析技術 | 主持人 | 2018.11 ~ 2019.08 |
| 企業產學計畫(含公營及私人企業) | 2018 | ACS-運用人工智慧與大數據發展推介平台 | 主持人 | 2018.07 ~ 2019.06 |
| 政府其他案件 | 2018 | 107年度教育部補助「前瞻基礎建設計畫-人才培育促進就業建設優化技職校院實作環境計畫-『新農業之智慧生產、加工與環境永續場域之建置』(四年期計畫-第一年)」 | 共同(協同)主持人 | 2018.05 ~ 2018.12 |
| 企業產學計畫(含公營及私人企業) | 2018 | ACS-整廠智能化分析機制與自適應調節系統 | 主持人 | 2018.04 ~ 2019.06 |
| 企業產學計畫(含公營及私人企業) | 2018 | ACS-智慧生產與品質報表系統及直覺是人機介面 | 主持人 | 2018.04 ~ 2019.06 |
| 其他單位產學計畫 | 2017 | 熱變位補償修正演算法開發 | 主持人 | 2017.03 ~ 2017.11 |
| 教育部計畫型獎助案 | 2016 | 運用語意解析技術分析社群資料 | 主持人 | 2016.08 ~ 2017.07 |
| 其他單位產學計畫 | 2016 | 熱變形分析演算法開發 | 主持人 | 2016.03 ~ 2016.11 |
| 校內補助案 | 2014 | 103年鼓勵性計畫【運用分散型探勘技術發展雲端巨量資料分析平台】 | 主持人 | 2014.08 ~ 2015.07 |
| 企業產學計畫(含公營及私人企業) | 2012 | 系統優化外掛技術 | 主持人 | 2012.12 ~ 2013.02 |
| 校內補助案 | 2012 | 運用雲端運算架構發展全域最佳化服務-搭配逐段線性法 | 主持人 | 2012.08 ~ 2013.07 |
| 企業產學計畫(含公營及私人企業) | 2011 | 商業智慧技術支援 | 主持人 | 2011.10 ~ 2011.10 |
| 校內補助案 | 2011 | 分析健保資料庫糖尿病病歷紀錄 | 主持人 | 2011.08 ~ 2012.07 |
| 校內補助案 | 2011 | 分析健保資料庫糖尿病病歷紀錄 | 主持人 | 2011.08 ~ 2012.07 |
| 校內計畫 | 2011 | 結合學生核心能力指標與商業智慧應用-分析學生學習成效 | 無 | 2011.01 ~ 2011.12 |
| 校內計畫 | 2011 | 建置學生學習發展系統利用商業智慧理論與應用，以資訊管理系為例 | 無 | 2011.01 ~ 2011.12 |
| 政府其他案件 | 2010 | 99年教育部補助技專校院建立重點特色典範計畫-銀髮族全人健康照顧管理人才培育暨服務推廣計畫【銀髮族遠距健康服務管理人才培育與社區服務計畫】(跨校合作計畫) | 共同(協同)主持人 | 2010.03 ~ 2010.12 |
| 校內計畫 | 2010 | 運用Mashup設計之社群平台系統 | 無 | 2010.01 ~ 2010.12 |
| 校內計畫 | 2010 | 運用SOA架構設計教室管理排課系統 | 無 | 2010.01 ~ 2010.12 |
| 校內補助案 | 2009 | 運用雲端計算發展全域最佳化服務 | 主持人 | 2009.08 ~ 2010.07 |
| 校內補助案 | 2008 | 以SOA架構來設計非線性最佳化平台(鼓勵971041) | 主持人 | 2008.08 ~ 2009.07 |
| 校內補助案 | 2008 | 以SOA架構來設計非線性最佳化平台 | 主持人 | 2008.08 ~ 2009.07 |
| 校內補助案 | 2007 | 以網路技術設計整合性全域最佳化平台 | 主持人 | 2007.08 ~ 2008.07 |
| 政府產學計畫 | 2007 | 小產學--咖啡產業企業智慧與資料探勘系統之設計 | 主持人 | 2007.05 ~ 2008.04 |
| 校內補助案 | 2007 | 傳統產業創新升級輔導實務教案-企業智慧資訊系統建置與導入-以巴登咖啡為例 | 主持人 | 2007.01 ~ 2007.05 |
| 產學計畫案(私人企業或法人機構之案件) | 2005 | 咖啡連鎖店資訊整合系統之開發 | 主持人 | 2005.11 ~ 2006.10 |
| 國科會案件 | 2005 | 咖啡連鎖店資訊整合系統之開發 | 主持人 | 2005.11 ~ 2006.10 |
| 技術服務案 | 2005 | 咖啡連鎖店資訊整合系統之開發 | 主持人 | 2005.11 ~ 2006.10 |
| 國科會案件 | 2005 | 智慧型分散式最佳化系統之設計 | 主持人 | 2005.08 ~ 2006.07 |
| 2026 | 企業產學計畫(含公營及私人企業) ACS-次世代大型工具機智慧磨床AI聯合研發計畫 | 2026.01 ~ 2027.08 | ||
| 2025 | 企業產學計畫(含公營及私人企業) ACS-法規文件轉換平台 | 2025.12 ~ 2026.07 | ||
| 2024 | 企業產學計畫(含公營及私人企業) ACS-晶圓測試分析平台 | 2024.10 ~ 2025.06 | ||
| 2024 | 其他單位產學計畫 AI演算法及Python程式 | 2024.07 ~ 2024.10 | ||
| 2024 | 其他單位產學計畫 產業綠色營運工作圈 | 2024.06 ~ 2024.12 | ||
| 2024 | 政府產學計畫 113年度國科會中部科學園區管理局補助辦理「高壓N2O氣體碳排減量回收與智慧監測技術研究開發計畫」 | 2024.05 ~ 2025.04 | ||
| 2023 | 企業產學計畫(含公營及私人企業) ACS-發展水產養殖AI分析技術 | 2023.07 ~ 2024.12 | ||
| 2023 | 企業產學計畫(含公營及私人企業) ACS-應用大技術發展VAD演算法暨優化晶圓測試分析平台 | 2023.03 ~ 2023.08 | ||
| 2022 | 企業產學計畫(含公營及私人企業) ACS-台化靜電集塵設備參數智能優化計畫 | 2022.03 ~ 2023.01 | ||
| 2021 | 企業產學計畫(含公營及私人企業) ACS-TF Particle預警輔助決策 | 2021.11 ~ 2023.12 | ||
| 2021 | 企業產學計畫(含公營及私人企業) ACS-ARO3 3FV81421控制閥(迴路)監診模組 | 2021.11 ~ 2022.10 | ||
| 2021 | 企業產學計畫(含公營及私人企業) ACS-ARO2廠泵浦P617軸承壽命預測模組 | 2021.07 ~ 2022.12 | ||
| 2021 | 企業產學計畫(含公營及私人企業) ACS-PC二期籃式輸送帶設備故障預測專案 | 2021.01 ~ 2021.10 | ||
| 2020 | 企業產學計畫(含公營及私人企業) ACS-五處AI預測平台 | 2020.11 ~ 2021.06 | ||
| 2020 | 非技專計畫類別 ACS-育成中心進駐廠商-創璟應用整合有限公司-新創企業 | 2020.06 ~ 2023.06 | ||
| 2020 | 企業產學計畫(含公營及私人企業) ACS-運用視覺辨識發展自動控制相關技術 | 2020.06 ~ 2024.03 | ||
| 2020 | 政府產學計畫 109年度科技部中部科學園區研發精進產學合作計畫-氣體發生器智慧製造數位平台建立與高壓充填製程控制技術精進 | 2020.05 ~ 2021.04 | ||
| 2019 | 企業產學計畫(含公營及私人企業) ACS-運用人工智慧與物聯網發展物流監控技術 | 2019.09 ~ 2020.08 | ||
| 2019 | 政府產學計畫 108年度國立臺灣大學醫學院附設醫院雲林分院補助辦理『AI急診預警系統』 | 2019.07 ~ 2019.12 | ||
| 2018 | 企業產學計畫(含公營及私人企業) ACS-AI智能分析內視鏡訓練系統之軟體開發 | 2018.11 ~ 2019.09 | ||
| 2018 | 企業產學計畫(含公營及私人企業) ACS-協助導入大數據分析技術 | 2018.11 ~ 2019.08 | ||
| 2018 | 企業產學計畫(含公營及私人企業) ACS-運用人工智慧與大數據發展推介平台 | 2018.07 ~ 2019.06 | ||
| 2018 | 企業產學計畫(含公營及私人企業) ACS-整廠智能化分析機制與自適應調節系統 | 2018.04 ~ 2019.06 | ||
| 2018 | 企業產學計畫(含公營及私人企業) ACS-智慧生產與品質報表系統及直覺是人機介面 | 2018.04 ~ 2019.06 | ||
| 2017 | 其他單位產學計畫 熱變位補償修正演算法開發 | 2017.03 ~ 2017.11 | ||
| 2016 | 校內補助案 運用語意解析技術分析社群資料 | 2016.08 ~ 2017.07 | ||
| 2016 | 其他單位產學計畫 熱變形分析演算法開發 | 2016.03 ~ 2016.11 | ||
| 2014 | 校內補助案 103年鼓勵性計畫【運用分散型探勘技術發展雲端巨量資料分析平台】 | 2014.08 ~ 2015.07 | ||
| 2012 | 企業產學計畫(含公營及私人企業) 系統優化外掛技術 | 2012.12 ~ 2013.02 | ||
| 2012 | 校內補助案 運用雲端運算架構發展全域最佳化服務-搭配逐段線性法 | 2012.08 ~ 2013.07 | ||
| 2011 | 企業產學計畫(含公營及私人企業) 商業智慧技術支援 | 2011.10 ~ 2011.10 | ||
| 2011 | 校內補助案 分析健保資料庫糖尿病病歷紀錄 | 2011.08 ~ 2012.07 | ||
| 2009 | 校內補助案 運用雲端計算發展全域最佳化服務 | 2009.08 ~ 2010.07 | ||
| 2008 | 校內補助案 以SOA架構來設計非線性最佳化平台 | 2008.08 ~ 2009.07 | ||
| 2008 | 校內補助案 以SOA架構來設計非線性最佳化平台(鼓勵971041) | 2008.08 ~ 2009.07 | ||
| 2007 | 校內補助案 以網路技術設計整合性全域最佳化平台 | 2007.08 ~ 2008.07 | ||
| 2007 | 國科會產學計畫案 小產學--咖啡產業企業智慧與資料探勘系統之設計 | 2007.05 ~ 2008.04 | ||
| 2007 | 校內補助案 傳統產業創新升級輔導實務教案-企業智慧資訊系統建置與導入-以巴登咖啡為例 | 2007.01 ~ 2007.05 | ||
| 2005 | 國科會案件 咖啡連鎖店資訊整合系統之開發 | 2005.11 ~ 2006.10 | ||
| 2005 | 技術服務案 咖啡連鎖店資訊整合系統之開發 | 2005.11 ~ 2006.10 | ||
| 2005 | 產學計畫案(私人企業或法人機構之案件) 咖啡連鎖店資訊整合系統之開發 | 2005.11 ~ 2006.10 | ||
| 2005 | 國科會案件 智慧型分散式最佳化系統之設計 | 2005.08 ~ 2006.07 |
| Publish Date | Patent Title | Patent Number | Patent Country | Authors |
|---|---|---|---|---|
| 2026/01/21 | 林文瑜、胡念祖", 排球比賽即時戰術分析系統", 國內 發明專利, 2026-01-21, 已核准 | |||
| 林文瑜、胡念祖", 排球比賽即時戰術分析系統", 國內 發明專利, 2025-06-10, 申請中 | ||||
| 2023/05/30 | 胡念祖,游立椿,何素華,李靜樺", SYSTEM FOR ANALYZING STARTS AND ACCELERATION PHASES IN SQUAT-STYLE TRACK AND FIELD EVENTS", 美國 發明專利, 2023-05-30, 已核准 | |||
| 游立椿、胡念祖", 田徑蹲踞式起步動作銜接加速度階段技術分析系統", 美國 發明專利, 2020-11-05, 申請中 | ||||
| 2019/06/11 | 游立椿、胡念祖、蕭博元、賴勇任", 田徑徑賽運動之軀體核心能力監控暨分析平台", 國內 發明專利, 2019-06-11, 已核准 | |||
| 2018/08/21 | 游立樁、胡念祖", 田徑蹲踞式起跑訓練數據收集與分析系統", 國內 發明專利, 2018-08-21, 已核准 | |||
| 2026/01/21 | 排球比賽即時戰術分析系統 | I913186 | 國內 | 林文瑜、胡念祖 |
| 2023/05/30 | SYSTEM FOR ANALYZING STARTS AND ACCELERATION PHASES IN SQUAT-STYLE TRACK AND FIELD EVENTS | US 11,660,501 B2 | 美國 | 胡念祖,游立椿,何素華,李靜樺 |
| 2019/06/11 | 田徑徑賽運動之軀體核心能力監控暨分析平台 | I662513 | 國內 | 游立椿、胡念祖、蕭博元、賴勇任 |
| 2018/08/21 | 田徑蹲踞式起跑訓練數據收集與分析系統 | I632939 | 國內 | 游立樁、胡念祖 |
| Year | Paper Title |
|---|---|
| 2025 | HUANG, HAO-LUN, A Structured Document Parsing and GraphRAG Retrieval System for Enterprise Meeting Records, 2025 |
| 2025 | LU, PO-HAN, A Player Tracking and Top-View Projection System Based on Multi-Object Tracking:A Case Study of Futsal, 2025 |
| 2025 | LIN, CHIH-CHEN, A Cross-Domain Knowledge Analysis Platform Based on AI Agents and Retrieval-Augmented Generation: A Case Study in Finance and Medicine, 2025 |
| 2025 | RUJIRAT THONGDAENG, Design and Implementation of a Metadata-Assisted ETL Framework for Multi-Batch Educational Program Registration Data Integration, 2025 |
| 2025 | SALSABILLA MUNTARILLA JOLIE, A Hybrid Machine Learning and Genetic Algorithm Framework for Flexible Job Shop Production Scheduling in Dynamic Manufacturing Environments, 2025 |
| 2025 | LIN, YOU-SING, A Comparative Study of RAG Chunking Strategies Across Multidomain Documents: Traditional Chinese Medical Registry Manuals, Traditional Chinese Legal Statutes, and English Financial Reports, 2025 |
| 2024 | WU, YEN-YU, Automated Generation of Lung Cancer Registry Reports: A Study on LoRA Fine-Tuning and 4-bit Quantized Language Models, 2024 |
| 2023 | Analysis of the Battery Status of Intelligent Small Electric Vehicles Using Convolutional Neural Algorithm, 2023 |
| 2023 | Developing an Intelligent Visual Recognition and Analysis System, 2023 |
| 2023 | Integrating TinyML Technology into Robotic Arms for Efficient Multi-Object Recognition, 2023 |
| 2023 | Development of Cancer Registration and Reporting Systems, 2023 |
| 2023 | Machine Learning Analysis of Vehicle Registration Data in Thailand: Trends and Patterns, 2023 |
| 2023 | Develop a early warning module for reciprocating compressor piston rods, 2023 |
| 2021 | Develop a Track and Field Short-Distance Analysis System by Image Recognition and Big Data Technology, 2021 |
| 2021 | Research on Optimizing Pick-and-Place Operation via Deep Learning-YOLO, 2021 |
| 2021 | Using Vibration Characteristics to Analyze Machining Status in Cutting Condition, 2021 |
| 2021 | Explorer the Skills of Track and Field Hammer Project by AI Image Technique, 2021 |
| 2020 | Develop Image Processing Algorithms by the CUDA Technique in High-Tech Industry, 2020 |
| 2019 | Establish an Abnormally Warning Mechanism and Discover Optimal Paths for a Robotic Arm by Deep Learning Approaches and Signal Analysis, 2019 |
| 2018 | Using big data technology to analyze hard clam aguaculture data, 2018 |
| Yi-Hung Chen, Design Data Mining Module for Lotus Notes - Using Web Services Technique | |
| Hsuan-Lin Liu, A Multi-node Data Mining System with Cloud Technology -Using Decision Tree | |
| Show-Yi Chen, Using data mining approach for prediction of resuming stocks requiring full delivery to normal trades | |
| Chun-Hung Yeh, A Study on Developing a Power Information System | |
| Wen-Yu Hsiao, Implement an University Evaluation System - Using Business Intelligence Technique | |
| Chen-Tung Lee, The study of relationship between air pollution respiratory related diseases - An analysis of National Health Insurance Database | |
| Jia-Jhen Li, Develop a News Query System Using Cloud Computing and Semantic Web Techniques | |
| Reui-Sing Huang, Analyzing Open Data by Semantic Analysis and Spark - Using Data of Social Network Data | |
| Hao-Ren Wu, Analyzing Open Data by R Language and Hadoop - Using Data of Weather and Agricultural Transactions | |
| Sheng-Fan Kao, Using ETL and Decision Tree to Integrate and Analyze Open Data - A Case Study of PM2.5 | |
| Yi-Syue Liao, Development of Semi-structured Semantic Model Analysis Techniques - an Example in Social Network Data | |
| Bo-Yu Chan, A Business Intelligence Application Based on Enterprise Resource Planning System- A Case Study of C Corporation. | |
| Yi-Hsiang Chen, Automatic Classification of Defect Pattern on Wafer－An application of Support Vector Machine | |
| Yi-Long Wu, A Design of Text Mining Service based on Cloud Computing | |
| Hsin-Hung Wu, A Study of Detection and Defense Process of ARP Spoofing | |
| Bang-Jhen Liu, Using Business Intelligence and Data Mining Techniques to Analyze the Product Sales Information | |
| YI- TANG ZENG, Using Business Intelligence and Data Mining Techniques to Analyze Undergraduate Students’ Core Competencies-An Example of Department of Information Management in a University | |
| Po-Hsiang Chao, Developing a Traditional Chinese Diagnostic System by Using Mobile Technology | |
| Hao-Yu Chai, Applying Data Mining in Chinese Medicine Service-An analysis of National Health Insurance Database | |
| Siao-Fang Yang, Applying Business Intelligence to Medical Utilization in National Health Insurance Research Database - A Case Study for Diabetes | |
| Yu-Ching Shen, Applying data mining on outpatient medical record-Case studies of the pediatrics in a regional hospital | |
| Cheng-En Tsai, Using Semantic Analysis to Design A Recommendation System on Bike Safety Equipment | |
| Shiao-Wei Kuo, Program Management Platform for the Development of University Education - the Application of Business Intelligence Analysis Techniques | |
| Kun-Cheng Lin, A Study of Performance on Performing “Youth Travel Spots in Taiwan” of National Youth Development Administration,a Ministry of Education Project– a Case Study of the Spot of Yuanchang, Yunlin | |
| Wen-Chieh Cheng, Applying Data Mining on Formula Development of Vehicle Tire | |
| Hsi-Ling .Chang, A Study of E-mail Social Engineering and Information Security Behavior Recognition – Case Study of An Enterprises | |
| LAI, YONG-REN, Establishing a Smart Industry Information System Using Natural Language Processing and Big Data Technology | |
| HSIAO, PO-YUAN, Developing a Crouch Starting Analysis System by Using Deep Learning Algorithm and IoT Technique | |
| Ping-Yuan Chang, Establishing a Spontaneous Early Warning System of Student Depression by Business Intelligence Technologies | |
| Yuan-Jyun Huang, Design an Automatic Detection and Defense of Network Intrusion–an Application of Back-Propagation Neural Network |
| Course Title | Class | Reference Link |
|---|---|---|
| 資料庫管理系統 | 夜四資管二甲 | https://tqas.nfu.edu.tw/course_schedule/detail/11517471 |
| 大數據資訊系統 | 四資管四甲 | https://tqas.nfu.edu.tw/course_schedule/detail/11511941 |
| 智慧聯網 | 碩資管二職 | https://tqas.nfu.edu.tw/course_schedule/detail/11510118 |
| 大數據彙整與建模專題 | 碩資管一甲 | https://tqas.nfu.edu.tw/course_schedule/detail/11510100 |