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陳志全

 

姓名:陳志全

現職:綠色與資訊科技學士學位學程副教授

學歷:國立成功大學工業與資訊管理學系博士

絡電話:(089)517669 分機:6711

電子信箱:ccchen@nttu.edu.tw

Office Hours: 09:00-13:00, Wednesday 

學術專長:資料探勘、商業智慧、類神經網路、計算數學

開授課程:計算機概論、網頁程式設計、雲端運算與應用

►研究著作:

Journal: (in the last 7 years) 

  1. Sheng-Tun Li and Chih-Chuan Chen (2015, Oct). A Regularized Monotonic Fuzzy Support Vector Machine Model for Data Mining with Prior Knowledge. IEEE Transactions on Fuzzy Systems, Vol. 23, No. 5, October 2015, pp 1713-1727. (SCI).

  2. S.-C. Kuo, Chen, C.-C., and Li, S.-T.* (2015). Evolutionary Fuzzy Relational Modeling for Fuzzy Time Series Forecasting. Journal of Intelligent and Fuzzy Systems, Vol. 17, No. 3, pp 444-456 (SCI).

  3. Chih-Chuan Chen and Sheng-Tun Li (2014, May). Credit rating with a monotonicity-constrained support vector machine model. Expert Systems with Applications (SCI), 41(16), pp 72357247. 本人為第一作者.

  4. Li, S.-T., and Chen, C.-C., Huang, F. (2011, Jan). Conceptual-driven Classification for Coding Advise in Health Insurance Reimbursement. Artificial Intelligence In Medicine , Vol. 51, Issue 1, pp. 27-41. (SCI, 48/111, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE ).

  5. Li, S.T., Kuo, S.C., Cheng, C.Y., and Chen, C.C. (2011, Jan). A Vector Forecasting Model for Fuzzy Time Series. Applied Soft Computing (SCI), Vol. 11, pp. 3125-3134. (SCI, 13/111, COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE ).

  6. Li, S.-T., Kuo, S.-C., Cheng, Y.-C., Chen, C.-C. (2010, Jul). Deterministic Vector Long-term Forecasting for Fuzzy Time Series. Fuzzy Sets and Systems (SCI), Vol. 13, pp. 1852 – 1870. (SCI, 11/99,COMPUTER SCIENCE, THEORY & METHODS ).

 

 國際會議論文

  1. Chih-Chuan Chen, Hui-Chi Chuang, Yi-Chung Cheng, Sheng-Tun Li, Constraint Selection on Monotonic Support Vector Classifiers, The 5th International Congress on Advanced Applied Informatics (AAI2016), Kumamoto, Japan.

  2. Kuo Shu-Ching, Chen Chih-Chuan, Wang Hung-Jen, Li Sheng-Tun, A SteadyState Probabilities Model for Fuzzy Time Series Forecasting, The 5th International Congress on Advanced Applied Informatics (AAI2016), Kumamoto, Japan.

  3. Yi-Chung Cheng, Pei-Chih Chen, Chih-Chuan Chen*, Sheng-Tun Li (2015, Mar). An Enhanced HMM-Based for Fuzzy Time Series Forecasting Model. 16th World Congress of the International Fuzzy Systems Association (IFSA) and the 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT) (IFSA-EUSFLAT-2015), Gijón, Asturias (Spain). 本人為通訊作者.

  4. Chih-Chuan Chen, Shu-Ching Kuo, Yi-Chung Cheng, Pei-Chih Chen, Sheng-Tun Li (2015). Credit Rating with a Monotonicity-Constrained Metric Learning Support Vector Machine. International Conference on Innovation and Management (IAM2015S) , Sapporo, Japan . 本人為第一作者.

  5. P. C. Chen, C.-C. Chen, Y. C. Cheng, S.-T. Li, W. F. Lin (2014, Jul). An Effective Deterministic Forecasting Model For Fuzzy Time Series . International Conference on Business and Information (BAI214), 3-5 July, 2014, Osaka, Japan., Osaka, Japan..

  6. Y. C. Cheng, C.-C. Chen, S.-T. Li, W. F. Lin (2014, Jun). An Novel Fuzzy Time Series Forecasting Model by Similarity Measurement and Fuzzy Inference International Work-Conference on Time Series Analysis (ITISE214), 25-27 June, 2014, Granada, Spain.. International Work-Conference on Time Series Analysis (ITISE214), 25-27 June, 2014, Granada, Spain., Granada, Spain.

  7. C.-C. Chen , S.-C. Kuo , S.-T. Li, (2014, May). Constructing a Novel Monotonicity Constrained Support Vector Regression Model. 2014 International Conference on Technology Innovation and Industrial Management (TIIM 2014 ) , Seoul, Korea. 本人為第一作者.

  8. S.C. Kuo, C.C. Chen, H.J. Wang, T.L. Chen, S.T. Li (2014, May). Forecasting High Order Fuzzy Time Series With Minimum Recent Orders . 2014 International Conference on Technology Innovation and Industrial Management (TIIM 2014 ), 2730 May 2014, Seoul, Korea, Seoul, Korea.

  9. Tse-Jui Lin, Yu-Chon Liang, Chih-Chuan Chen, Sheng-Tun Li (2013, Sep). A Hybrid Approach to Sentiment Analysis. International Conference on Internet Studies (NETs 2013), Hong Kong. NSC 102-2410-H-434-003.

  10. Chih-Chuan Chen, Shu-Ching Kuo, Sheng-Tun Li (2013, Aug). The Development of a Novel Fuzzy-Relation Based Predictive Model for Outpatient Visits in Health Care. The 2013 International Conference on Medical Innovation and Computing Service (MICS), Tainan, Taiwan. 本人為第一作者.

  11. Chih-Chuan Chen, Yi-Chung Cheng, Hui-Chi Chuang, Sheng-Tun Li (2013, Jul). Constructing a Credit Scoring Model Using Data Mining. The 2013 International Conference on Business and Information (BAI2013), Bali, Indonesia. 本人為第一作者.

  12. C-C Chen, S-C Kuo, C-T Chien, Y-C Cheng, and S-T LI (2012, Jul). A Case-Based Refinement of Conceptual Knowledge. International Conference on Innovation and Management, Koror, Palau. 本人為第一作者.

  13. S. C. Kuo, H. J. Wang, C. C. Chen*, P.L. Huang, and S. T. Li (2012, Jul). A Hybrid Fuzzy Matrix Modeling for Fuzzy Time Series Forecasting. International Conference on Innovation and Management, Koror, Palau. 本人為通訊作者.

  14. Kuo, S. C., Wang, H. J., Chen, C. C, Huang, R. L, Li, S. T. (2011, Jul). Financial time series forecasting using the approach of fuzzy time series. 21st International Conference on the Pacific Rim Management(ACME 2011), Tainan, Taiwan.

  15. Kuo, S.C, Wang, H. J., Wei, H.Y., Chen, C. C., Li, S. T. (2011, Jun). Applying MDL in PSO for Learning Bayesian Networks. 2011 IEEE International Conference on Fuzzy Systems(FUZZ-IEEE 2011), Taipei, Taiwan.

  16. Chen, C.-C., Kuo, S.-C., Li, S.-T., and Chen, Y.-H. (2010, Jul). A Study of data mining with monotonicity constraints. International Conference on Business and Information (BAI2010), Kitakyushu, Japan. 本人為第一作者.

  17. Cheng, Y. C., Chen, P.C., Chen, C.-C. Li, S.-T. (2010, Jul). A similarity measure for fuzzy sets and fuzzy time series. International Conference on Business and Information (BAI2010), Kitakyushu, Japan.

  18. Kuo, S.-C., Chen, C.-C. Li, S.-T., and Chuang, C.-L. (2010, Jul). Applying Tabu-Genetic Algroithm to Scheduling Problems in Fastener Industry. International Conference on Business and Information (BAI2010), Kitakyushu, Japan.

  19. Chih-Chuan Chen, Yi-Chung Cheng, Sheng-Tun Li, and Kuo-Chen Tao (2010, May). Constructing a Monotonicity Constrained Support Vector Machines Model. The 21th International Conference on Information Management, Tainan, Taiwan. 本人為第一作者.

 

執行計畫

  1. 102/科技部專題計畫: 主題模型於情感分析之研究/主持人
  2. 104/科技部專題計畫: 建構高效能SMO演算法於單調性支援向量機之研究/主持人
  3. 104/科技部專題計畫:建構以文字探勘為基礎之感性工學系統於顧客需求分析之研究/主持人

►教學輔導

♦指導學生何星鋒獲得科技部105年度大專學生研究計畫

計畫名稱:結合文字探勘與感性工學系統於社群粉絲需求分析之研究

 

計畫期間:10571日至106228