瀏覽人次: 1617784
基本資料   
高淩菁 副教授
Kao Ling Jing
聯絡資料 電子信箱: lingjingkao@ntut.edu.tw
聯絡電話:無
現職 臺北科大/經營管理系
授課資訊 連結
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期刊論文   
  • "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, 231-238, SCI, 2016/10/01
  • "Harmful Upward Line Extensions: Can the Launch of Premium Products Result in Competitive Disadvantages?", Journal of Marketing, 50-70, SSCI, 2015/11/01
  • "A multi-state control chart pattern recognition scheme based on independent component analysis and support vector machine", Journal of Intelligent Manufacturing, SCI, 2014/03/01
  • "Combining Multicriteria Decision-Making Tools to Identify Critical Success Factors that Affect the Performance of Training Course Projects", Systems Research and Behavioral Science, SSCI, 2013/12/01
  • "A Hybrid Approach by Integrating Wavelet-based Feature Extraction with MARS and SVR for Stock Index Forecasting", Decision Support Systems, 1228-1244, SCI, 2013/02/01
  • "Integration of Nonlinear Independent Component Analysis and Support Vector Regression for Stock Price Forecasting", Neurocomputing, 534-542, SCI, 2013/01/01
  • "Applying a Hybrid Data Envelopment Analysis Approach to Construct an Intelligent Stock Trading System", Advances in Information Sciences and Service Science, 542-550, EI, 2013/01/01
  • "Bayesian Behavior Scoring Model", Journal of Data Science, 433-450, ELSE2, 2013/01/01
  • "A Bayesian Latent Variable Model with Classification and Regression Tree Approach for Behavior and Credit Scoring", Knowledge-Based Systems, 8, SCI, 2012/07/01
  • "Applying Hierarchical Bayesian Neural Network in Failure Time Prediction", Mathematical Problems in Engineering,, 11, SCI, 2012/02/01
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研討會論文   
  • "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
  • "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
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指導學生論文   
學生姓名 畢業年度 論文名稱 摘要 連結
梅嘉興 105 應用資料探勘方法評估審計人員之績效 -以某金控內部稽核資料為例
孫宜敏 105 混合式產品推薦系統於網路購物之應用-以美妝電商平台為例
彭酉 105 探討智慧家電之選擇與偏好分析- 以聯合分析為例
傅少君 105 美妝電商網路購物行為分析-資料分群與關聯式規則之應用
蕭博文 104 媒體多樣性下之收視行為研究
王祐昇 104 以多元羅吉斯模型探討國內有線電視頻道之發展策略
高銘謙 104 用戶自創內容對收視行為之影響- 以「麻醉風暴」為例
劉江盈 104 以資料探勘分析台灣同質性電視節目之收視行為-以旅遊美食節目為例
何銘峰 103 資料探勘在B2C電子商務模式之應用:以 實體唱片及明星周邊產品為例
歐冠甫 103 應用網路分析程序法探討影響智慧家庭應用發展之關鍵因素
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