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國立臺北科技大學 學術資源網

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高淩菁教授Kao Ling Jing

現職:
臺北科大/經營管理系
聯絡方式:

期刊論文

  • "Applying an Improved Stacking Ensemble Model to Predict the Mortality of ICU Patients with Heart Failure", Journal of Clinical Medicine, 2022/11, SSCI
  • "Predicting the Mortality of ICU Patients by Topic Model with Machine-Learning Techniques", Healthcare, 10, 6, 2022/06, SSCI
  • "Evaluating the Digital Transformation Performance of Retail by the DEA Approach", Axioms, 2022/06, SCI
  • "Inter-purchase Time Prediction Based on Deep Learning", Computer Systems Science and Engineering, 2021/08, SCI
  • "Prediction of Remaining Time on Site for e-Commerce Users : A SOM and Long Short-Term Memory Study", Journal of Forecasting, 2012, 2021/02, 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, 2020/08, SCI
  • "A Hybrid Method to Measure the Operational Performance of Fast Food Chain Stores", International Journal of Information Technology & Decision Making, 17, 4, 1269-1298, 2018/06, ELSE2
  • "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
  • "A clustering-based sales forecasting scheme by using extreme learning machine and ensembling linkage methods with applications to computer server", Engineering Applications of Artificial Intelligence, 55, 231-238, 2016/10, SCI
  • "Harmful Upward Line Extensions: Can the Launch of Premium Products Result in Competitive Disadvantages?", Journal of Marketing, 79, 6, 50-70, 2015/11, SSCI
  • "A multi-state control chart pattern recognition scheme based on independent component analysis and support vector machine", Journal of Intelligent Manufacturing, 2014/03, SCI
  • "Combining Multicriteria Decision-Making Tools to Identify Critical Success Factors that Affect the Performance of Training Course Projects", Systems Research and Behavioral Science, 2013/12, SSCI
  • "A Hybrid Approach by Integrating Wavelet-based Feature Extraction with MARS and SVR for Stock Index Forecasting", Decision Support Systems, 54, 1228-1244, 2013/02, SCI
  • "Integration of Nonlinear Independent Component Analysis and Support Vector Regression for Stock Price Forecasting", Neurocomputing, 99, 534-542, 2013/01, SCI
  • "Applying a Hybrid Data Envelopment Analysis Approach to Construct an Intelligent Stock Trading System", Advances in Information Sciences and Service Science, 5, 542-550, 2013/01, EI
  • "Bayesian Behavior Scoring Model", Journal of Data Science, 11, 433-450, 2013/01, ELSE2
  • "A Bayesian Latent Variable Model with Classification and Regression Tree Approach for Behavior and Credit Scoring", Knowledge-Based Systems, 8, 2012/07, SCI
  • "Applying Hierarchical Bayesian Neural Network in Failure Time Prediction", Mathematical Problems in Engineering,, 2012, 11, 2012/02, SCI
  • "Efficiency Measurement Using Independent Component Analysis and Data Envelopment Analysis", European Journal of Operational Research, 210, 2, 310-317, 2011/04, SSCI
  • "The Training Institution Efficiency of the Semiconductor Institute Program in Taiwan - Application of Spatiotemporal ICA with DEA Approach", Journal of the Operational Research Society, 2011/03, SCI

研討會論文

  • "Analyzing Market Response to SFCR in European Insurance with Topic Modeling and Deep Learning Methods", 6th International Conference on Econometrics and Statistics, 東京, 2023/08/01
  • "Predicting ICU readmission with a hybrid BERTopic-LSTM approach on electronic health records", 6th International Conference on Econometrics and Statistics, 東京, 2023/08/01
  • "The Study of Data Fusion for TV Viewership Across Various Media", International Choice Modelling Conference 2019, 神戶, 2019/08/19
  • "The Study of Data Fusion for TV Viewership Across Various Media", The Study of Data Fusion for TV Viewership Across Various Media, 廣州, 2019/07/22
  • "Applying Cluster Analysis and Collaborative Filtering to Develop Hybrid Recommendation for Personalized Picture Book", 29th European Conference on Operational Research, Valencia, 2018/07/08
  • "he Impact Of Diverse Social Media On TV Viewership: A Empirical Study of Data Fusion", INFORMS 2018 International Meeting, 台北, 2018/06/17
  • "Characteristics Influencing Television Viewers’ Attention towards TV Advertisements", 2017 8th International Conference on E-business, Management and Economics, Brimingham, 2017/10/27
  • "The Study of Data Fusion for TV Viewership across Various Media", 2017 8th International Conference on E-business, Management and Economics, Brimingham, 2017/10/27
  • "The Impact of Keywords in Social Media Posts on the Television Viewing Behavior: An Example of Baseball World Cup", 2017 International Conference on Big Data Research, Osaka, 2017/10/22
  • "Applying Analytic Network Process to Explore Consumer Adoption of Radical Innovation: a Case Study of Smart Home Technologies", 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, 西雅圖, 2014/08/09
  • "BUILDING STOCK TRADING STRATEGIES BY INDEPENDENT COMPONENT ANALYSIS WITH DATA ENVELOPMENT ANALYSIS APPROACH", 2014 International Conference on Business and Information, Osaka, 2014/07/03
  • "An Empirical Evidence of the Network Externality between Mobile Apps and Digital Television Services", 2013 Frontiers in Service Conference, Taipei, 2013/07/04
  • "Wavelet-based Stock Index Forecasting Model", 013 13th INFORMS Computing Society Conference, Santa Fe, New Maxico, 2013/01/06
  • "消費者採用數位電視之關鍵因素: 獨立成分分析法與體驗行銷之應用", 第十八屆資訊管理暨實務研討會,國立臺北科技大學, 台北市, 2012/12/08
  • "Applying a Hybrid Data Envelopment Analysis Approach to Construct an Intelligent Stock Trading System", 2012 5thInternational Conference on Information Sciences and Interaction Science, Jeju Island, 2012/06/26
  • "以Bayesian Ordered Probit Model分析間斷型行銷問卷資料", 2012經營管理與國際企業研討會, 台北市, 2012/06/15
  • "影響台灣共同基金投資人行為之環境因素分析", 2012經營管理與國際企業研討會, 台北市, 2012/06/15
  • "以結構方程模式探討Panel Study下的數位有線電視產業消費意向與行為", 2012經營管理與國際企業研討會, 台北市, 2012/06/15
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