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莊鎮嘉 (男)   教授
     Chen-Chia Chuang






  • 學經歷
  • 專書
  • 期刊論文
  • 研討會論文
  • 計畫
  • 專利

主要學歷

國別 畢肄業學校 主修學門系所 學位
本國學校 國立臺灣科技大學 國立臺灣科技大學 博士

相關經歷

服務機關 服務部門/系所 職稱 起迄年月
華夏技術學院 電子工程系 副教授 2004 年 08 月 至 2005 年 07 月
華夏技術學院 電子工程系 助理教授 2004 年 02 月 至 2004 年 08 月
開南管理學院資訊及電子商務學系 資訊及電子商務學系 助理教授 2003 年 08 月 至 2004 年 07 月
私立華夏工商專校 電子科 講師 1998 年 08 月 至 2000 年 12 月
國際電信管理局 交換機部門 工作員 1994 年 08 月 至 1996 年 08 月
台北捷運公司 電機部 幫工程司 1992 年 12 月 至 1994 年 08 月

專長

Statistical Learning Theory Neural Network Fuzzy System Data Analysis (Outliers) Control System
期刊論文
年份論文名稱第一作者共同作者期刊名稱卷期起迄頁、總頁數收錄分類
起始頁結束頁總頁數
2016 Design of A DSP Based PD-like Fuzzy Controller for Buck DC-DC ConvertersChia-Wen ChangChin-Wang Tao, and Chen-Chia ChuangInternational Journal of Fuzzy Systems     SCIE
2012 Radial Basis Function Networks with Linear Interval Regression Weights for Symbolic Interval Data S. F. SuC. C. Chuang, C. W. Tao, J.T. Jeng, C.C. HsiaoIEEE Transactions on Systems, Man, and Cybernetics, Part B Vol. 42(1) 6980  EI
2011 An Approximation of Interval Type-2 Fuzzy Controllers Using Fuzzy Ratio Switching Type-1 Fuzzy ControllersC. W. TaoJin shiuh Taur, Chen-Chia Chuang, Chia-Wen ChangIEEE Trans. on SMC Part B, vol. 4, no. 3 828839  SCI
2011 Embedded Support Vector Regression on Cerebellar Model Articulation Controller with NoiseChen-Chia ChuangChia-Chu Hsu and C. W. TaoApplied Soft Computing vol. 11, no. 1 11261134  SCI
2011 Hybrid Robust Support Vector Machines for Regression with OutliersChen-Chia ChuangZne-Jung LeeApplied Soft Computing vol. 11, no. 1 6472  SCI
2010 Robust Interval Competitive Agglomeration Clustering Algorithm with OutliersJin-Tsong JengJin-Tsong JengInternational Journal of Fuzzy Systems Vol. 12, no. 3 227236  SCIE
2010 Annealing Robust Recurrent Radial Basis Function Neural Networks for Identification of Nonlinear Dynamic Systems with outliersChen-Chia ChuangJin-Tsong Jeng and C. W. TaoInternational Journal of Intelligent Systems Science and Technol vol.2, no. 3 15  其他
2010 Interval competitive agglomeration clustering algorithmChen-Chia ChuangWang TaoExpert Systems with Applications vol. 37, no. 9 65676578  SCIE
2010 Hybrid SVMR-GPR for modeling of chaotic time series systems with noise and outliersJin-Tsong JengChen-Chia Chuang and Chin-Neurocomputing vol. 73, 16861693  SCIE
2010 Interval competitive agglomeration clustering algorithm莊鎮嘉Jin-Tsong Jeng、陶金旺Expert Systems with Applications 第37卷9期    
2010 Annealing Robust Recurrent Radial Basis Function Neural Networks for Identification of Nonlinear Dynamic Systems with outliers莊鎮嘉Jin-Tsong JengInternational Journal of Intelligent Systems Science and Technol 第2卷3期    
2009 Two-Stages Support Vector Regression for Fuzzy Neural Networks with Outliers莊鎮嘉Jin-Tsong Jeng and Chin-Wang TaoInternational Journal of Fuzzy Systems 第11卷1期    
2009 Hybrid robust approach for TSK fuzzy modeling with outliers莊鎮嘉Jin-Tsong Jeng and Chin-Wang TaoExpert Systems With Applications 第36卷5期    
2009 Hybrid robust approach for TSK fuzzy modeling with outliers莊鎮嘉Jin-Tsong Jeng、C.W. TaoExpert Systems with Applications 第36卷5期    
2008 Integration of CMAC-GBF Systems and Support Vector Regression Approach莊鎮嘉Chia-Chu HsuInternational Journal of Fuzzy Systems 第10卷4期    
2008 Annealing Robust Fuzzy Neural Networks for Modeling of Molecular Autoregulatory Feedback Loop Systems莊鎮嘉 International Journal of Fuzzy Systems 第10卷1期    
2008 Extended support vector interval regression networks for interval input-output data莊鎮嘉 Information Sciences 第178卷3期    
2006 CPBUM neural networks for modeling with outliers and noise莊鎮嘉Jin-Tsong JengApplied Soft Computing    
2005 Robust Adaptive Tracking Control via CPBUM Neural Network for MIMI Nonlinear Systems莊鎮嘉 International Journal of Electrical Engineering 第12卷4期    
研討會論文
年份論文名稱第一作者共同作者研討會名稱研討會地點
2017 A Hybrid Case Base Reasoning System for Forecasting (I)Hsiao, Chih-ChingChuang, Chen-Chia , Jeng, Jin-TsongSICE Annual Conference 2017 japan
2017 AP Clustering with Wasserstein Distances for Distribution-Valued Data AnalysisYan-Cheng LiJin-Tsong Jeng, Chen-Chia Chuang and Si-Hao DuThe 2017 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2017) Kenting
2017 A Hybrid Approach for Rainfall ForecastingChen-Chia ChuangMin-Yeh Hsieh andJin-Tsong JengCACS 2017
2017 Real-Time Non-contact Breath Detection from Video using Adaboost and Lucas-Kanade algorithmQuoc-Viet TranShun-Feng Su, Chen-Chia Chuang, Van-Truong Nguyen, Ngoc- Quan NguyenJoint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems Japan
2017 A Hybrid Case Base Reasoning System Based on Multi-GranulationChih-Ching HsiaoChen-Chia Chuang, Jin-Tsong Jeng Shun-Feng SuThe 2017 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2017) Kenting
2017 Local Linear Embedding Based Least Trimmed Squares Support Vector RegressionChen-Chia ChuangTsu-Tain Lee and Jin-Tsong Jeng18th International Symposium on advanced Intelligent Systems (ISIS2017) Korea
2012 Robust Back Propagation Learning Algorithm Based on Near SetsChih-Ching HsiaoChen-Chia Chuang, Jin-Tsong Jeng,International Conference on System Science and Engineering, ICSSE, 2012
2012 Systematic Design for the Bluetooth Touch Panel with Application in Intelligent Google Android PhoneYu-Chih LiaoChen-Chia Chuang, Ming-Cheng Yang and Jin-Tsong JengProceedings of 2012 CACS International Automatic Control Conference
2012 Interactive Location Database of Intelligent Video Car Recorder SystemsDong-Han LinChen-Chia Chuang, Jin-Tsong Jeng and Wei-Yang LinProceedings of 2012 International Conference on Fuzzy Theory and Its Application
2012 Intelligent Video Car Recorder SystemsDong-Han LinChen-Chia Chuang, Jin-Tsong Jeng and C. W. TaoInternational Conference on System Science and Engineering, ICSSE
2012 Interval Fuzzy Possibilistic C-Means Clustering Algorithm with the Hausdorff Distance MeasureChen-Chia ChuangSheng-Chieh Chang and Jin-Tsong JengProceedings of 2012 CACS International Automatic Control Conference
2011 A rough-based robust support vector regression network for function approximationChih-Ching HsiaoShun-Feng Su, Chen-Chia ChuangInternational Conference on Fuzzy Systems, 2011
2011 Least trimmed squares based CPBUM neural networksJin-Tsong JengChi-Ta Chuang; Chen-Chia ChuangInternational Conference on System Science and Engineering (ICSSE 2011)
2011 Constructing the linear regression models for the symbolic interval-values data using PSO algorithmChun-Yu YangChen-Chia Chuang, Jin-Tsong Jeng and C. W. TaoInternational Conference on System Science and Engineering (ICSSE 2011)
2011 Systematic Design for the Global Positional Systems with Application in Intelligent Google Android[Yu-Chih LiaoChen-Chia Chuang, Jin-Tsong Jeng and Jhih-Ciao ChenInternational Conference on System Science and Engineering (ICSSE 2011)
2011 Support Vector Regression Based LTS-CPBUM Neural NetworksJin-Tsong JengChen-Chia Chuang and Chi-Ta ChuangSICE Annual Conference 2011
2010 強健區間支援向量區間回歸網路的區間離異點資料之建模Chen-Chia ChuangChun-Yu Yang1, C.W Tao1, and Jin-Tsong Jeng22010 18th National Conference on Fuzzy Theory and Its Applications
2010 Weighted linear regression for symbolic interval-values data with outliers Chen-Chia ChuangChien-Ming Wang; Chih-Wen Li;Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on
2010 Box-Cox transformation-based annealing robust radial basis function networks for skewness noisesYue-Shiang LiuShun Feng Su, Chen-Chia Chuang, Jin-Tsong Jeng2010 International Conference on System Science and Engineering (ICSSE)
2010 Hybrid robust LS-SVMR with outliers for MIMO systemC. W. TaoChen-Chia Chuang, Meng-Hua Lai, Jin-Tsong Jeng and Song-Shyong ChenHybrid robust LS-SVMR with outliers for MIMO system
2010 Hybrid SVM-GPs Learning for Modeling of Mitogen-Activated Protein Kinases Systems with NoiseJin-Tsong JengSheng-Lun Jheng and Chen-Chia Chuang2010 IEEE International Conference on System, Man, Cybernetics
2009 Robust clustering algorithm for the symbolic interval-values data with outliers莊鎮嘉 2009 IEEE International Conference on Fuzzy System, pp. 1232-1237, 2009.
2006 CPBUM Neural Networks for Modeling of Molecular Autoregula-tory Feedback Loop Systems莊鎮嘉 2006 CACS Automatic Control Conference
2006 Classification and Prediction of Ovarian Cancer based on Intelligent Systems with Microarray Data莊鎮嘉 2006 CACS Automatic Control Conference
2006 A Designing Method for Fuzzy Controller from Training Data莊鎮嘉 2006 CACS Automatic Control Conference
2006 Computational Intelligence Approaches on Dynamic Functional Clustering Algorithm, Clusters of Interval Regression Analysis and Distance-Based Outliers Detection of Microarray Data for Ovarian Cancer莊鎮嘉 2006 CACS Automatic Control Conference
2005 Dimension Reduction with Support Vector Regression for Ovarian Cancer Microarray Data莊鎮嘉 2005 IEEE International Conference on System, Man, Cybernetics
2005 Discretizing Continuous-Time Controllers via Robust Neural Fuzzy Networks莊鎮嘉 2005 The 13th National Conference on Fuzzy Theory and Its Applications
2005 A Study on the Support Vector Regression with Interval Input莊鎮嘉 2005 CACS Automatic Control Conference
研究計畫
年份計畫名稱職稱主持人合作單位委託單位期限起期限迄經費
2015 計算型智慧及符號型資料處理於天氣資料處理及預測的應用-子計畫三:介於區域間雨量預測與應用 主持人 莊鎮嘉電機工程學系(所)科技部2015/08/012018/07/311,248,000
2015 建構強健式學習法則的一般化遺失函數之研究 主持人 莊鎮嘉電機工程學系(所)科技部2015/08/012016/07/31456,000
2014 建構於IOS之行車紀錄器系統與速度修正機制 主持人 莊鎮嘉電機工程學系科技部2014/08/012015/07/31269,000
2013 具特殊功能之仿生機器動物族群,-子計畫四:機器動物族群資料處理及控制中心 共同主持人 陶金旺電機工程學系(所)行政院國家科學委員會2013/08/012016/07/312,183,000
2012 智慧型計算於符號區間資料分析-子計畫二: 建模、預測與回歸分析 主持人 莊鎮嘉電機工程學系行政院國家科學委員會2012/08/012015/07/311,424,000
2011 JAVA手機之GPS定位系統 主持人 莊鎮嘉電機工程學系行政院國家科學委員會2011/07/012012/02/2847,000
2011 基於演化式計算之符號區間資料建模技術的研究 主持人 莊鎮嘉電機工程學系行政院國家科學委員會2011/08/012012/07/31434,000
2010 區間輻射基底函數神經網路之研究 主持人 莊鎮嘉電機工程學系行政院國家科學委員會2010/08/012011/07/31456,000
2009 整合支援向量迴歸至小腦模式控制器與一般基底函數之小腦模式控制器之研究 主持人 莊鎮嘉電機工程學系行政院國家科學委員會 2009/08/012010/07/31441,000
2008 符號區間資料含有離異點的建模技術之研究 主持人 莊鎮嘉電機工程學系行政院國家科學委員會2008/08/012009/07/31419,000
2007 利用支援向量迴歸去偵測離異點及其應用之研究(I) 主持人 莊鎮嘉電機工程學系行政院國家科學委員會2007/08/012008/07/31408,000