Journal Paper

Year Journal Category
2022 Y. H. Hsiao/ L. F. Chen*, and C. Y. Hsu,Data-Driven Approach to Explore Employees’ Job Needs: An Empirical Study of Department Store Chain in Taiwan,The International Journal of Industrial Engineering: Theory, Applications and Practice,29 (5),589~606 SCIE
2021 Y. H. Hsiao* and Y. T. Hsiao,"Online Review Analytics for Hotel Quality at Macro and Micro Levels",Industrial Management & Data Systems,Vol. 121(2),pp. 268-289 (SSCI)
2020 Y. H. Hsiao*, C. T. Su, and P. C. Fu,"Integrating MTS with Bagging Strategy for Class Imbalance Problems",International Journal of Machine Learning and Cybernetics,Vol. 11(6),pp. 1217-1230 (SCI)
2020 Y. H. Hsiao* and K. T. Chen,"Listening to Customer Kansei for Restaurant Location Evaluation",Journal of Hospitality and Tourism Research,Vol. 44(4),pp. 666-693 (SSCI)
2019 L. H. Hsu and Y. H. Hsiao*,"Facilitating Green Supply Chain in Dental Care through Kansei Healthscape of Positive Emotions",International Journal of Environmental Research and Public Health,Vol. 16(19),3507 (SCI)
2019 Y. H. Hsiao*,"Signal Discrimination Using Category-Preserving Bag-of-Words Model for Condition Monitoring",Neural Computing and Applications,Vol. 31(12),
2019 M. C. Chen*, Y. H. Hsiao, K. C. Chang, and M. K. Lin,"Applying Big Data Analytics to Support Kansei Engineering for Hotel Service Development",Data Technologies and Applications,Vol. 53(1),pp. 33-57 (SSCI)
2018 Y. H. Hsiao*, M. C. Chen, K. Y. Lu, and C. L. Chin,"Last-mile Distribution Planning for Fruit-and-Vegetable Cold Chains",International Journal of Logistics Management,Vol. 29(3),pp. 862-886 (SSCI)
2018 Y. H. Hsiao*, M. C. Chen, and C. L. Lee,,IEEE Systems Journal,Vol. 12(2),pp. 1813-1825 (SCI)
2018 Y. H. Hsiao*, M. C. Chen, and C. L. Lee,"Model Predictive Control as a Simulator for Studying the Operation Quality of Semiconductor Supply Chains in the Perspective of Integrated Device Manufacturers",IEEE Systems Journal,Vol. 12(2),pp. 1813-1825 (SCI)
2017 Y. H. Hsiao*, M. C. Chen, and C. L. Chin,"Distribution Planning for Perishable Foods in Cold Chains with Quality Concerns: Formulation and Solution Procedure",Trends in Food Science & Technology,Vol. 61,pp. 80-93 (SSCI)
2017 M. C. Chen, Y. H. Hsiao*, and H. Y. Huang,"Semiconductor Supply Chain Planning with Decisions of Decoupling Point and VMI Scenario",IEEE Transactions on Systems, Man and Cybernetics: Systems,Vol. 47(5),pp. 856-868 (SCI)
2017 Y. H. Hsiao*, M. C. Chen, and W. C. Liao,"Logistics Service Design for Cross-Border E-Commerce Using Kansei Engineering with Text-Mining-Based Online Content Analysis",Telematics and Informatic,Vol. 34(4),pp. 284-302 (SSCI)
2016 Y. H. Hsiao, L. F. Chen*, Y. L. Choy, and C. T. Su,"A Novel Framework for Customer Complaint Management",The Service Industries Journal,Vol. 36(13-14),pp. 675-698 (SSCI)
2016 Y. H. Hsiao, L. F. Chen*, C. C. Chang, and F. H. Chiu,"Configurational Path to Customer Satisfaction and Stickiness for a Restaurant Chain Using Fuzzy Set Qualitative Comparative Analysis",Journal of Business Research,Vol. 69(8),pp. 2939-2949 (SSCI)
2016 M. C. Chen*, Y. H. Hsiao, R. H. Reddy, and M. K. Tiwari,"The Self-Learning Particle Swarm Optimization Approach for Routing Pickup and Delivery of Multiple Products with Material Handling in Multiple Cross-Docks",Transportation Research Part E: Logistics and Transportation Review,Vol. 91( C ),pp. 208-226 (SCI)
2015 Y. H. Hsiao*,"Household Electricity Demand Forecast Based on Context Information and User Daily Schedule Analysis from Meter Data",IEEE Transactions on Industrial Informatics,Vol. 11(1),pp. 33-43 (SCI)
2012 C. T. Su, Y. H. Hsiao, and C. C. Chang,"Parameter Optimization Design for Touch Panel Laser Cutting Process",IEEE Transactions on Automation Science and Engineering,Vol. 9(2),pp. 320-329 (SCI)
2012 C. T. Su, K. H. Chen, L. F. Chen, P. C. Wang, and Y. H. Hsiao,"Pre-Diagnosis of Obstructive Sleep Apnea via Multi-Class MTS",Computational and Mathematical Methods in Medicine,Vol. 2012,212498 (SCI)
2012 C. T. Su, Y. H. Hsiao, and Y. L. Liu,"Enhancing the Fracture Resistance of Medium/Small-sized TFT-LCDs using the Six Sigma Methodology",IEEE Transactions on Components, Packaging and Manufacturing Technology,Vol. 2(1),pp. 149-164 (SCI)
2012 蕭宇翔、崔文、周運城,,電力電子,Vol. 10(6),pp. 55-65
2012 蕭宇翔、崔文、周運城,"結合環境背景資訊萃取及使用者日用電作息分析於電力消耗模式推論與需量預測",電力電子,Vol. 10(6),pp. 55-65
2011 吳欣怡、蕭宇翔、陳彥良,"一個針對單點型及區間型混合事件序列之時間樣式探勘方法",電腦與通訊,Vol. 139,pp. 96-104
2011 吳欣怡、蕭宇翔,"混合使用者導向及內容關聯導向之數位內容推薦技術",電腦與通訊,Vol. 137,pp. 105-112
2011 吳欣怡、蕭宇翔,"整合應用使用者及內容關聯分析技術之智慧型數位內容推薦平台",電工通訊季刊,Vol. 2,pp. 40-51
2009 C. T. Su and Y. H. Hsiao,"Multi-class MTS for simultaneous feature selection and classification",IEEE Transactions on Knowledge and Data Engineering,Vol. 21(2),pp.192-205 (SCI)
2009 Y. H. Hsiao and C. T. Su,"Multi-class MTS for Saxophone Timbre Quality Inspection Using Waveform-shape-based Features",IEEE Transactions on Systems, Man, and Cybernetics—Part B: Cybernetics,Vol. 39(3),pp. 690-704 (SCI)
2007 C. T. Su and Y. H. Hsiao,"An Evaluation of the Robustness of MTS for Imbalanced Data",IEEE Transactions on Knowledge and Data Engineering,Vol. 19(10),pp. 1321-1332 (SCI)
2007 C. T. Su and Y. H. Hsiao,,IEEE Transactions on Knowledge and Data Engineering,Vol. 19(10),pp. 1321-1332

Conference paper

Year Title
2019 Y. H. Hsiao and Y. T. Hsiao,Online Review Analysis for Service Quality Diagnosis of Individual Hotel,IEEE 6th International Conference on Industrial Engineering and Applications,,Tokyo
2018 Y. H. Hsiao, C. T. Su, P. C. Fu, and M. C. Chen,MTSbag: A Method to Solve Class Imbalance Problems,IEEE 7th International Congress on Advanced Applied Informatics,,Japan
2018 Y. H. Hsiao and G. T. Chen,Customer Kansei-Oriented Restaurant Location Evaluation Using Kansei Engineering,IEEE 5th International Conference on Industrial Engineering and Application,,Singapore
2017 Y. H. Hsiao, M. C. Chen, and M. K. Lin,Kansei Engineering with Online Review Mining for Hotel Service Development,IEEE 6th International Congress on Advanced Applied Informatics,,Japan
2016 M. C. Chen, Y. H. Hsiao, A. Basak, and M. K. Tiwari,Optimizing Vehicle Routing in The Food Cross-Docking System,The 17th Asia Pacific Industrial Engineering and Management Systems Conference,,Taiwan
2016 Y. H. Hsiao and M. C. Chen,A CVRPTWQT Problem: Solution by Generic Algorithm,The 18th International Conference on Industrial Engineering,,Korea
2016 Y. H. Hsiao and M. C. Chen,Kansei Engineering with Online Content Mining for Cross-Border Logistics Service Design,IEEE 5th International Congress on Advanced Applied Informatics,,Japan
2015 Y. H. Hsiao,Restaurant Service Quality Improvement Using the Integration of Decision Tree and Six Sigma Methodology,Global Academic Network International Conference in Hong Kong,,China
2015 L. F. Chen, F. C. Tien, Y. H. Hsiao, and F. H. Chiu,The Effect of Service Attitude on Customer Satisfaction – A Case Study,13th Annual International Conference on Management,,Greece
2015 Y. H. Hsiao,An Approach for Signal Discrimination Based on Category-Preserving BoW,The Fourth International Conference on Informatics & Applications,,Japan
2015 M. C. Chen, Y. H. Hsiao, H. Reddy, and M. K. Tiwari,A Particle Swarm Optimization Approach for Route Planning with Cross-Docking,IEEE 7th International Conference on Emerging Trends in Engineering & Technology,,Japan
2015 M. C. Chen, Y. H. Hsiao, and Y. C. Liu,Product Consolidation for the Supply Chain of Fresh Fruits and Vegetables,13th Annual International Conference on Management,,Greece
2014 Y. H. Hsiao,Very-Short-Term Load Forecast for Individual Household Based on Behavior Pattern Induction,International Conference on Power Engineering, Energy and Electrical Drives,,Singapore
2013 Y. H. Hsiao,Quality Improvement of MediumSmall-sized TFT-LCD in Bending Strength,17th International Conference on Industrial Engineering Theory, Applications and Practice,,Korea
2008 Y. H. Hsiao and C. T. Su,Saxophone Timbre Quality Inspection Using Proposed Automatic Multi-class Timbre Classification System,6th ANQ Congress,,Thailand
2007 Y. H. Hsiao and C. T. Su,A Reformed MTS for Multi-class Data Analysis,37th International Conference on Computer and Industrial Engineering,,Egypt
2007 L. S. Chen, Y. H. Hsiao, and C. T. Su,MTS for Mobile Phone Test Process,2th ANQ Congress,,India
2006 Y. H. Hsiao and C. T. Su,MTS for Imbalanced Data Classification in the High Quality System,4th ANQ Congress,,Singapore

Book

Year Book
2022 吳泰熙、李緒東、蕭宇翔,商業分析

Research project

Unit Project Start Date Role
科技部 發展文字探勘及深度學習於使用者生成內容之微弱訊號偵測與分析 2021/08/01 主持人
科技部 基於空間群眾外包之群眾物流任務指派機制 2018/08/01 共同主持人
科技部 基於顧客評論潛在語義分析發展顧客聲音導向之量化分析方法於產品發展設計、品質績效評量、品質診斷及改善,及品質控制 2018/08/01 主持人
科技部 發展最後一哩物流之配送指派模式 2017/08/01 共同主持人
財團法人工業技術研究院 都會區即時取貨技術派送引擎 2016/08/10 協同主持人
科技部 結合文字探勘技術之感性工學於服務流程設計與發展 2015/08/01 主持人
科技部 發展基於多尺度熵之短時距特徵量萃取與建構連續鑒別尺度於時序資料即時診斷應用 2014/08/01 主持人
財團法人工業技術研究院 家戶電力與空調電力耗用量預測技術 2013/09/26
科技部 發展具語意保留之詞袋模型於訊號鑑別應用 2013/08/01 主持人
財團法人工業技術研究院 AMI資料收集與分析研究計畫 2012/09/15

Experience

Date Experience Unit Role
2017 學會、研討會 International Symposium on Industrial Engineering & Operations Management Technical Program Committee
2017 學會、研討會 The 2017 IEEE International Conference on Industrial Engineering and Engineering Management Technical Program Committee
2016/03 學會、研討會 第八屆臺灣商管與資訊研討會 Session Chair
2016 學會、研討會 The 18th International Conference on Industrial Engineering Technical Program Committee
2016 學會、研討會 The 2016 IEEE International Conference on Industrial Engineering and Engineering Management Technical Program Committee
2015/07 學會、研討會 The Fourth International Conference on Informatics & Applications Session Chair
2012 委員會委員 企業管理學系 企管系作業管理組課程委員會小組委員

Honor

Year Project Awarder