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國立臺北科技大學 學術資源網

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邱志洲教授Chiu,Chih-Chou

現職：
臺北科大／經營管理系
聯絡方式：

期刊論文

  • "加護病房患者臨床結果預測—機器學習與主題模型法之應用", 醫務管理期刊, 24, 3, 221-247, 2023/09, ELSE1
  • "Integrating Structured and Unstructured EHR Data for Predicting Mortality by Machine Learning and Latent Dirichlet Allocation Method", Int. J. Environ. Res. Public Health, 20, 5, 2023/02, SCI
  • "Applying an improved stacking ensemble model to predict the mortality of ICU patients with heart failure", Journal of Clinical Medicine, 11, 21, 2022/10, SCI
  • "Evaluating the Digital Transformation Performance of Retail by the DEA Approach", Axioms, 11, 6, 14, 2022/06, SCI
  • "Predicting the Mortality of ICU Patients by Topic Model with Machine-Learning Techniques", healthcare, 10, 6, 20, 2022/06, SCI
  • "Inter-Purchase Time Prediction Based on Deep Learning", Computer Systems Science & Engineering, 42, 2, 16, 2022/02, SCI
  • "Prediction of Remaining Time on Site for e-Commerce Users : A SOM and Long Short-Term Memory Study", Journal of Forecasting, 2021/03, SSCI
  • "Identification and Rating of Workforce Competencies for Manufacturing Process Engineers: Case Study of an IC Packaging Process Engineer", IEEE Transactions on Engineering Management, 2021/02, SSCI
  • "Application of integrated recurrent neural network with multivariate adaptive regression splines on SPC-EPC process", Journal of Manufacturing Systems, 57, 109-118, 2020/10, SCI
  • "太陽能發電系統補助方案之最適化推薦-以加州太陽能倡議為例", 數據分析, 13, 2, 1-18, 2018/04, ELSE1
  • "Applyingemergingsoftcomputingapproachestocontrolchartpattern recognitionforanSPC–EPC process", Neurocomputing, 201, 19-28, 2016/06, SCI
  • "建構兩階段多目標之AISSVR於股價預測", 數據分析, 10, 5, 1-30, 2016/01, ELSE1
  • "共同基金投資行為分析-獨立成份分析與Cox Regression方法之應用", 數據分析, 10, 5, 5, 2016/01, ELSE1
  • "Hybrid intelligent modeling schemes for heart disease classification", Applied Soft Computing, 14, 47–52, 2014/01, SCI
  • "Combining Multicriteria Decision-Making Tools to Identify Critical Success Factors that Affect the Performance of Training Course Projects", Systems Research and Behavioral Science, 2013/11, SSCI
  • "A hybrid approach by integrating wavelet-based feature extraction with MARS and SVR for stock index forecasting", Decision Support Systems, 54, 1228-1244, 2013/03, SSCI
  • "Integration of Nonlinear Independent Component Analysis and Support Vector Regression for Stock Price Forecasting", Neurocomputing, 2012/11, SCI
  • "A Bayesian Latent Variable Model with Classification and Regression Tree Approach for Behavior and Credit scoring", Knowledge-Based Systems, 2012/08, SCI
  • "A Fault Detection System for an Autocorrelated Process Using SPC/EPC/ANN and SPC/EPC/SVM Schemes", International Journal of Innovative Computing, Information and Control, 2011/06, SCI
  • "Training Institution Efficiency for Semiconductor Institute Program in Taiwan -- Application of Spatiotemporal ICA with DEA Approach", Journal of The Operational Research Society, 2011/05, SSCI
  • "Efficiency Measurement Using Independent Component Analysis And Data Envelopment Analysis", European Journal of Operational Research, accepted and forthcoming, 2011/04, SCI
  • "Process Disturbance Identification Through The Integration of ICA and CART", Neural Computing and Applications, 19, 5, 677-689, 2010/03, SCI
  • "結合Cox比例危險模式與類神經網路於乳部腫瘤患者存活時間分類與預測模式之建構", Journal of data analysis, 5, 2, 2010/01, ELSE2
  • "Financial time series forecasting using independent component analysis and support vector regression", Decision Support Systems, 46, 4, 2009/03, SSCI
  • "應用獨立成分分析與蕭華特管制圖於統計製程監控", 中山管理評論, 17, 1, 2009/01, TSSCI
  • "Hierarchical Bayesian Approachand Genetic Algorithm in Illustrating Customer Preference and Market Segmentation", International Journal of Electronic Business Management, 6, 4, 203-212, 2008/12, EI
  • "Process Monitoring with ICA-based Image Reconstruction Scheme and CART Approac", QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 25, 3, 2008/03, SCI
  • "Integrating SPC/EPC, ICA and Neural Networks to Develop An Identification Technique", International Journal of Production Research, 46, 4, 873-893, 2008/02, SCI
  • "整合獨立成份分析與分類迴歸樹在製程干擾辨識上之應用", 輔仁管理評論, 14, 3, 121-144, 2007/09, ELSE1
  • "層級貝氏類神經網路方法在建構可靠度預估模式上之應用", 品質學報, 14, 2, 197-206, 2007/06, ELSE1
  • "運用層級貝氏方法建構以失效測量為基礎的可靠度預測模式", 中山管理評論, 14, 4, 995-1025, 2006/12, TSSCI
  • "從效率性分析觀點探討醫療服務品質之提升－以台灣地區大型醫院為例", 品質學報, 13, 3, 221-240, 2006/12, ELSE1
  • "Mining the Customer Credit Using Classification and Regression Tree and Multivariate Adaptive Regression Splines", Computational Statistics and Data Analysis, 50, 4, 1113-1130, 2006/01, SSCI
  • "Data Classification using the Mahalanobis-Taguchi System", Journal of the Chinese Institute of Industrial Engineers, 21, 6, 606-618, 2005/08, EI
  • "運用層級貝氏方法建構以失效測量為基礎的可靠度預測模式", 中山管理評論, 2005/07, TSSCI
  • "“Forecasting the Opening Cash Price Index Using Grey Forecasting and Neural Networks", Journal of Forecasting, 2005/05, SSCI
  • "Mining the Customer Credit Using Classification and Regression Tree and Multivariate Adaptive Regression Splines", Computational Statistics and Data Analysis, 2005/04, SCI
  • "資料探勘中集群模式與分類模式之建構-模糊自適應共振理論網路、分類迴歸樹與類神經網路之整合與應用", 工業工程學刊(Journal of the Chinese Institute of Industrial Engineers), 22, 2, 171-188, 2005/02, EI
  • "演化式類神經網路在企業危機診斷上之應用--智慧資本指標的考量", 台大管理論叢, 14, 2, 1-22,, 2004/06, TSSCI
  • "Forecasting the Opening Cash Price Index Using Grey Forecasting and Neural Networks: Evidence from the SGX-DT MSCI Taiwan Index Futures Contracts", Computational Intelligence in Economics and Finance, 151-170, 2003/09, ELSE1
  • "Identification of Process Disturbance Using SPC/EPC and Neural Networks", Journal of Intelligent Manufacturing, 14, 3, 379-388, 2003/08, SCI
  • "Construction of Enterprise Distress Diagnosis Model by Using the Integration of Neural Network and Classification and Regression Trees Approach Credit scoring using the hybrid neural discriminant technique", Web Journal of Chinese Management Review, 5, 4, 55-82, 2002/10, ELSE1
  • "Credit scoring using the hybrid neural discriminant technique", Expert System with Applications, 23, 245-254, 2002/03, SCI
  • "整合鑑別分析與類神經網路在資料探勘上之應用", 工業工程學刊(Journal of the Chinese Institute of Industrial Engineers), 19, 2, 9-22, 2002/02, EI
  • "Neural Networks Forecasting of an Opening Cash Price Index", International Journal of Systems Science, 33, 3, 229-237, 2002/01, SCI

研討會論文

  • "Predicting ICU readmission with a hybrid BERTopic-LSTM approach on electronichealth records", 6th International Conference on Econometrics and Statistics (EcoSta 2023) Hybrid Conference, Tokyo, 2023/08/01
  • "Analyzing Market Response to SFCR in European Insurance with Topic Modeling and Deep Learning Methods", 6th International Conference on Econometrics and Statistics (EcoSta 2023) Hybrid Conference, Tokyo, 2023/08/01
  • "The Study of Data Fusion for TV Viewership Across Various Media", 6th International Choice Modelling Conference, Kobe, 2019/08/19
  • "The Impact of Keywords in Social Media Posts on the Television Viewing Behavior: An Example of Baseball World Cup", 2017 International C onference on Big Data Research, Osaka, 2018/10/22
  • "Applying Cluster Analysis and Collaborative Filtering to Develop Hybrid Recommendation for Personalized Picture Book", 29th European Conference on Operational Research, 瓦倫西亞, 2018/07/02
  • "Applying Analytic Network Process to Explore Consumer Adoption of Radical Innovation: a Case Study of Smart Home Technologies", 23rd International Conference on Multiple Criteria Decision Making, Hamburg, 2015/08/02
  • "DEA and Bayesian Method in Evaluating the Efficiency of Credit Card Cardholder", 2014 Global Business & International Management Conference, Seattle, 2014/08/09
  • "聯合庫存管理制在台灣超商之模擬研究", 2014經營管理研討會, 台北, 2014/06/13
  • "Applying a hybrid data envelopment analysis approach to construct an intelligent stock trading System", The 5th International Conference on Information Sciences and Interaction Science, Jeju Island, 2012/06/26
  • "Predicting Stock Index Using An Integrated Model of NLICA, SVRand PSO", The 8th International Symposium on Neural Networks (ISNN 2011), Guilin, 2011/05/29
  • "Applying Spatiotemporal ICA with DEA Approach in Evaluating the Training Institution Efficiency of the Semiconductor Institute Program in Taiwan", The IEEE International Conference on Industrial Engineering and Engineering Management, Macao, 2010/12/07
  • "The Study on Factors Influencing Recruitment and Training Performance: An AHP Analysis", The 2010 International Conference on Innovation and Management, Penang, 2010/07/07
  • "Forecasting Stock Price using Nonlinear Independent Component Analysis and Support Vector Regression", 2009 Conference on Industrial Engineering and Engineering Management, Hong Kong, 2009/12/08
  • "Stock Index Prediction: A Comparison of MARS, BPN and SVR in an Emerging Market", 2009The IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Hong Kong, 2009/12/08
  • "Integrating Nonlinear Independent Component Analysis and Neural Network in Stock Price Prediction", The Twenty Second International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA-AIE 2009, Tainan, 2009/06/24
  • "Using independent component analysis and support vector regression in time series forecasting", The 9th Asia Pacific Industril Engineering & Management Systems Conference (APIEMS 2008), Nusa Dua, Bali - Indonesia., 2008/12/03
  • "Statistical Process Monitoring using Independent Component Analysis Based Disturbance Separation Scheme", IEEE International Joint Conference on Neural Networks, Hong Kong, 2008/06/01
  • "Integrating SPC/EPC, ICA And Neural Networks To Develop An Identification Technique", The IEEE International Conference on Industrial Engineering and Engineering Management, Singapore, 2007/12/02
  • "Integrating ICA and DEA Model for Efficiency Measurement", 2007 International Conference on Convergence Information Technology, Gyeongju, 2007/11/21
  • "Process Disturbance Identification Using Independent Component Analysis With Cart Approach", IASTED International Conference on Computational Intelligence, Banff, 2007/07/02
  • "Integrating SPC/EPC, ICA And Neural Networks To Develop An Identification Technique", The 2nd International Symposium on Management, Engineering and Informatics, Orlando, Florida, 2006/07/16
  • "Evaluating the Relative Efficiency of the Taiwan Power Company Using Hierarchical Bayesian Neural Network Approach", INFORMS 2006 International Hong Kong Conference, Hong Kong, 2006/06/25
  • "Independent component analysis based disturbance separation for statistical process control", The 36th International Conference on Computers and Industrial Engineering, Taipei, 2006/06/20
  • "Applying Adaptive Neural Network Model to Measure the Relative Efficiency of the Taiwan Power Company", The 36th International Conference on Computers and Industrial Engineering, Taipei, 2006/06/20
  • "Failure Time Analysis Based On Degradation Measurements Using Hierarchical Bayesian Neural Network Approach", the 3rd ANQ Congress & the 19th Asia Quality Symposium, Taipei, 2005/09/20
  • "Applying Hierarchical Bayesian Neural Network Approach In Failure Time Prediction", the IASTED International Conference on Computational Intelligence (CI 2005), Calgary, 2005/07/04
  • "Applying Hierarchical Bayesian Method in Reliability Prediction Based on Degradation Measurements", The 8th World Multiconference on Systemics, Cybernetics and Informatics, Orlando, 2004/07/18
  • "Integrating Classification and Regression Tree with Multivariate Adaptive Regression Splines in Mining the Customer Credit", The 2004 Meeting of the International Federation of Classification Societies, Chicago, 2004/07/15
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