跳到主要內容區
  1. 首頁
  2. 退休教師

洪文良

ImgDesc
職稱：教授
學歷：國立中央大學統計研究所博士
專長：統計與機器學習、聚類分析演算法及其應用、天文統計
電話：03-5715131轉75900
 
學歷
  • 國立中央大學統計研究所博士 (1991/07至1997/06)
  • 國立中央大學統計研究所碩士 (1989/09至1991/06)
  • 國立台灣師範大學數學系學士 (1981/09至1986/06)
經歷

  • 文化大學應用數學系助理教授 (1997/8/1~2001/7/31)
  • 國立新竹師範學院數理教育學系副教授（2001/8/1~2004/7/31）
  • 國立新竹師範學院數理教育學系教授（2004/8/1~2006/7/31）
  • 國立新竹教育大學資訊科學所所長  (2006/8/1~2008/7/31)
  • 國立新竹教育大學資訊科學所教授  (2006/8/1~2010/7/31)
  • 國立新竹教育大學應用數學系教授  (2010/8/1~2017/10/31)
  • 國立新竹教育大學計算機與網路中心主任 (2004/8/1~2012/7/31)
  • 國立新竹教育大學教務長 (2012/8/1~2014/10/31)

 教育理念

  • 事必專一而致志，乃得之成敗。熱情，願力之謂也。是願即心，專即行，心行一於誠也。

學術專長領域

  • 統計與機器學習
  • 聚類分析演算法及其應用
  • 天文統計

匿名審查期刊論文

  •  Wen-Liang Hung*, De-Hua Chen and Jenn-Hwai Yang (2017) Weighting variables in Kohonen competitive learning algorithms. Journal of Applied Statistics, 44(2), 212-232.  (MOST 100-2118-M-134-001) (SCI)
  •  Wen-Liang Hung* and Shou-Jen Chang-Chien (2017) Learning-based EM algorithm for normal-inverse Gaussian mixture model with application to extrasolar planets Journal of Applied Statistics, 44(6): 978-999. (MOST 104-2118-M-134-001) (SCI)
  •  Tsaipei Wang and Wen-Liang Hung* (2017) A generalized possibilistic approach to shell clustering of template-based shapes, Journal of Statistical Computation andSimulation, 87(3), 423-436. (MOST 102-2118-M-134-001) (SCI)
  •  Miin-Shen Yang, Shou-Jen Chang-Chien and Wen-Liang Hung (2016) An unsupervised clustering algorithm for data on the unit hypersphere. Applied Soft Computing, 42, 290-313.
  •  Jen-Hao Chen and Wen-Liang Hung* (2015) An automatic clustering algorithm for probability density functions. Journal of Statistical Computation and Simulation, 85(15), 3047-3063. (SCI)
  •  Wen-Liang Hung*, Shou-Jen Chang-Chien and Miin-Shen Yang (2015) An intuitive clustering algorithm for spherical data with application to extrasolar planets . Journal of Applied Statistics, 42(10), 2220-2232. (MOST 102-2118-M-134-001) (SCI)
  •  Wen-Liang Hung* and Jenn-Hwai Yang (2015) Automatic clustering algorithm for fuzzy data. Journal of Applied Statistics, 42(7), 1503-1518. (MOST 102-2118-M-134-001) (SCI)
  •  Huei-Wen Teng, Wen-Liang Hung* and Yen-Ju Chao (2015) Bayesian Markov chain Monte Carlo imputation for the transiting exoplanets with an application in clustering analysis. Journal of Applied Statistics, 42(5), 1120-1132. (MOST 100-2118-M-134-001). (SCI)
  •  Ing-Guey Jiang, Li-Chin Yeh and Wen-Liang Hung (2015) The period-ratio and  mass-ratio correlation in extra-solar multiple planetary systems. Monthly Notices of the Royal Astronomical Society, 449, L65–L67 . (SCI) (天文領域頂尖期刊)
  • Wen-Liang Hung* and De-Hua Chen (2013) Clustering algorithm for  proximity-relation matrix and its applications. Journal of Applied Statistics, 40(9), 1875-1892. (MOST 97-2118-M-134-002) (SCI)
  • C.M. Hwang, M.S. Yang and W.L. Hung (2012) On similarity, inclusion measure  and entropy between type-2 fuzzy sets. International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, 20, 433-449. (SCI).
  •  C.M. Hwang, M.S. Yang, W.L. Hung and M.G. Lee (2012) A similarity measure  of intuitionistic fuzzy sets based on Sugeno integral with its application to pattern recognition. Information Sciences, 189, 93-109. (SCI).
  •  M.S. Yang, W.L. Hung and D.H. Chen (2012) Self-organizing map for symbolic  data. Fuzzy Sets and Systems, 203, 49-73. (SCI).
  •  S.J. Chang-Chien, W.L. Hung and M.S. Yang (2012) On mean shift-based clustering for circular data.  Soft Computing , 16, 1043-1060. (SCI).
  •  W.L. Hung*, S.J. Chang-Chien and M.S. Yang (2012) Self-updating clustering  algorithm for estimating the parameters in mixture of von Mises distributions.. Journal of Applied Statistics, 39(10), 2259-2274. (SCI).
  • C.M.Hwang, M.S.Yang,W.L. Hung, E.Stanley. Lee(2011), Similarity, inclusion and entropy measures between type-2 fuzzy sets based on the Sugeno integral, Mathematical and Computer Modelling Vol. 53, No. 9, pp. 1788-1797.2011.(SCI)
  • W.L. Hung*, M.S. Yang, E.Stanley. Lee(2011), Cell formation using fuzzy relational clustering algorithm. Mathematical and Computer Modelling Vol. 53, no. 9, pp.1776-1787.(SCI)
  •  W.L. Hung*, D.H. Chen, M.S. Yang(2011), Suppressed fuzzy-soft learning vector quantization for MRI segmentation, Artificial Intelligence in Medicine ,52, 33-43(SCI)
  •  W.L. Hung*, Y.C. Chang, E.Stanley. Lee (2011). Weight selection in W-K-means algorithm with an application in color image segmentation, Computers and Mathematics with Applications 62 668–676(SCI)
  •  W.L. Hung*, M.S. Yang,J.Yu, C.M. Hwang, Feature-Weighted Mountain Method with Its Application to Color Image Segmentation, International Journal of Computational Intelligence Systems, Vol. 4, No. 5(September, 2011), 1002-1011.(SCI)
  •  W.L. Hung*, E.Stanley. Lee, S.C. Chuang(2011). Balanced bootstrap resampling method for neural model selection, Computers and Mathematics with Applications 62, 4576-4581.(SCI)
  •  W.L. Hung*, Y.C.Chang(2011), Comparison between method of moments and entropy regularization algorithm applied to parameter estimation for mixed-Weibull distribution, Journal of Applied Statistics , 38, No. 12, 2709–2722.(SCI)
  •  W.L. Hung*, D.H. Chen and M.S. Yang (2011). Suppressed fuzzy-soft learning vector quantization for MRI segmentation. Artificial Intelligence in Medicine 52, p.33-43.(SCI)
  •  C.M. Hwang, M.S. Yang, W.L. Hung and E.S. Lee(2011). Similarity, inclusion and entropy measures between type-2 fuzzy sets based on the Sugeno integral. Mathematical and Computer Modelling. 53, 1788-1797. (SCI)
  •  W.L. Hung*, M.S. Yang, E.S. Lee(2011). Cell Formation Using Fuzzy Relational Clustering Algorithm. Mathematical and Computer Modelling 53, 1776-1787.(SCI)
  •  I.G. Jiang, L.C. Yeh, Y.C. Chang, and W.L. Hung (2010). On the Fundamental Mass-Period Functions of Extrasolar Planets. Astrophysical Journal Supplement Series 186, 48-62. (SCI) (天文領域頂尖期刊)
  •  W.L. Hung*, M.S. Yang, E. Stanley Lee (2010). A robust clustering procedure for fuzzy data. Computers and Mathematics with  Applications , Vol. 60, p.151-165. (SCI).
  •  Y.C. Chang, C.T. Liu and W.L. Hung (2009). Optimization of Process Parameters using Weighted Convex Loss Functions. European Journal of Operational Research 196, 752-763.（SCI）
  •  I.G. Jiang, L.C. Yeh, Y.C. Chang, and W.L. Hung (2009). Construction of coupled period-mass functions in extrasolar planets through the nonparametric approach. The Astronomical Journal, 137, 329-336.（SCI）(天文領域頂尖期刊)
  •  S.C. Chuang, W.L. Hung* and H.C. Fu (2008). Weighted bootstrap for neural model selection. International Journal of Systems Sciemce 39(5), 557-562. (SCI)
  •  W.L. Hung*, M.S. Yang and D.H. Chen (2008). Bootstrapping approach to feature-weight selection in fuzzy c-means algorithms with an application in color image segmentation. Pattern Recognition Letters 29, 1317-1325. ( SCI)
  •  W.L. Hung* and M.S. Yang (2008). On the J-divergence of intuitionistic fuzzy sets with its application to pattern recognition. Information Sciences 178, 1641-1650. (SCI)
  •  W.L. Hung*, Y.C. Chang and S.C. Chuang (2008). Fuzzy classification maximum likelihood algorithms for mixed-Weibull distributions. Soft Computing 12, 1013-1018. (SCI)
  •  W.L. Hung* and M.S. Yang (2008). On similarity measures between intuitionistic fuzzy sets. International Journal of Intelligent Systems 23, 364-383. (SCI)
  •  Y.C. Chang, C.W. Chang and W.L. Hung (2008). Determining the Optimal Process Means under Mixture Normal Distributions. Quality & Quantity 42, 711-718
  •  I.G. Jiang, L.C. Yeh, Y.C. Yen and W.L. Hung (2007). On the mass-period distributions and correlations of extrasolar planets. The Astronomical Journal 134, 2061-2066. (SCI) (天文領域頂尖期刊)
  •  W.L. Hung* and M.S. Yang (2007). Similarity measures of intuitionistic fuzzy sets based on L_p metric. International Journal of Approximate Reasoning 46, 120-136. (SCI)
  •  W.L. Hung* and J.W. Wu (2007) Multiple and partial correlation coefficients of fuzzy sets. Quality & Quantity 41, 331-340. (SSCI)
  •  Y.C. Yen, W.L. Hung* (2007) LINEX loss functions with applications to determining the optimum process parameters, Quality & Quantity 41, 291-301. (SSCI)
  •  W.L. Hung* and M.S. Yang (2006). An omission approach for detecting outliers in fuzzy regression models. Fuzzy Sets and Systems, 157, 3109-3122. (SCI)
  •  I.G. Jiang, L.C. Yeh, W.L. Hung and M.S. Yang (2006) Data analysis on the extra-solar planets using robust clustering. Monthly Notices of the Royal Astronomical Society 370(3), 1379-1392. (SCI) (天文領域頂尖期刊)
  •  W.L. Hung* and M.S. Yang (2006). Fuzzy entropy on intuitionistic fuzzy sets, International Journal of Intelligent Systems 21, 443-451. (SCI)
  •  W.L. Hung*, M.S. Yang and D.H Chen (2006) Parameter selection for suppressed fuzzy c-means with an application to MRI segmentation, Pattern Recognition Letters 27, 424-438. (SCI)
  •  M.S. Yang, W.L. Hung and F.J. Cheng (2006) Mixed-variable fuzzy clustering approach to part family and machine cell formation for GT applications, International Journal of Production Economics. 103, 185-198. (SCI)
  •  W.L. Hung (2006). Weighted Bootstrap Method for Fuzzy Data. Soft Computing 10(2), 140-143 (SCI)
  •  M.S. Yang, W.L. Hung and S.J. Chang-Chien (2005). On a similarity measure between LR-type fuzzy number and its application to database acquisition, International Journal of Intelligent Systems. 20, 1001-1016. (SCI)
  •  W.L. Hung* and J.W. Wu (2005). A Note on Determining the Number of Outliers in a Normal Sample with Unequal Variances by Least Squares Procedure. Applied Mathematics and Computation 162, 1007-1012. (SCI)
  •  W.L. Hung* and M.S. Yang (2005). Fuzzy Clustering on LR-type Fuzzy Numbers with an Application in Taiwanese Tea Evaluation. Fuzzy Sets and Systems 150, 561-577. (SCI)
  •  Y.C. Yen and W.L. Hung* (2005). Software Release Policies on a Short-Noise Process Model. Applied Mathematics and Computation 171, 746-759. (SCI)
  •  J.W. Wu and W.L. Hung and C.H. Tsai (2004). Estimation of Parameters of the Gompertz Distribution Using the Least Squares Method. Applied Mathematics and Computation 158, 133-147. (SCI)
  •  W.L. Hung*, J.S. Lee and C.D. Fuh (2004). Fuzzy Clustering on Intuitionistic Fuzzy Relations. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 12(4), 513-529. (SCI)
  •  W.L. Hung* and Y.C. Liu (2004). Estimation of Weibull Parameters Using a Fuzzy Least-Squares Method. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 12(5), 701-711. (SCI)
  •  J.W. Wu, W.L. Hung and C.Y. Chen (2004). Approximate MLE of the Scale Parameter of the Truncated Rayleigh Distribution under the First Failure Censored Data. Journal of Information & Optimization Sciences 25(2), 221-235. (EI)
  •  W.L. Hung* and M.S. Yang (2004). Similarity Measures between Type-2 Fuzzy Sets. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 12(6), 827-841. (SCI)
  •  W.L. Hung* and M.S. Yang (2004). Similarity Measures of Intuitionistic Fuzzy Sets Based on Hausdorff Distance. Pattern Recognition Letters 25, 1603-1611. (SCI)
  •  W.L. Hung (2003). A Note on Entropy of Intuitionistic Fuzzy Sets. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 11(5), 627-633. (SCI)
  •  J.W. Wu, W.L. Hung and C.H. Tsai (2003). Estimation of the Parameters of the Gompertz Distribution under the First Failure-Censored Sampling Plan. Statistics 37(6), 517-525. (SCI)
  •  W.L. Hung* and J.W. Wu (2002). Correlation of Intuitionistic Fuzzy Sets by Centroid Method. Information Sciences 144, 219-225. (SCI)
  •  W.L. Hung (2002). Partial Correlation Coefficients of Intuitionistic Fuzzy Sets. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 10(1), 105-112. (SCI)
  •  W.L. Hung* and J.W. Wu (2002). Correlation of Fuzzy Numbers by α-Cut Method. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 10(6), 725-735. (SCI)
  •  W.L. Hung (2001). Bootstrap Method for Some Estimators Based on Fuzzy Data. Fuzzy Sets and Systems 119, 337-341. (SCI)
  •  A.G. Pakes, W.L. Hung and J.W. Wu (2001). Criteria for the Unique Determination of Probability Distributions by Moments. Australian & New Zealand Journal of Statistics 43(1), 101-111. (SCI)
  •  W.L. Hung (2001). Weighted Least-Squares Estimation of the Shape Parameter of the Weibull Distribution. Quality and Reliability Engineering International 17, 467-469. (SCI)
  •  W.L. Hung (2001). Using Statistical Viewpoint in Developing Correlation of Intuitionistic Fuzzy Sets. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 9(4), 509-516. (SCI)
  •  W.L. Hung* and J.W. Wu (2001). A Note on the Correlation of Fuzzy Numbers by Expected Interval. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 9(4), 517-523. (SCI)
  •  C.D. Fuh, T.H. Fan and W.L. Hung (2000). Balanced Importance Resampling for Markov Chains. Journal of Statistical Planning and Inference 83, 221-241. (SCI)
  •  W.L. Hung (2000). Bayesian Bootstrap Clones for Censored Markov Chains. Biometrical Journal 42(4), 501-510. (SCI)
  •  C.D. Fuh, T.H. Fan and W.L. Hung (1998). Importance Resampling for Markov Chains. Communication in Statistics-Stochastic Models 5(14), 1007-1026. (SCI)
  •  T.H. Fan and W.L. Hung (1997). Balanced Resampling for Bootstrapping Finite State Markov Chains. Communication in Statistics-Simulation and Computation 26 (4), 1465-1475. (SCI)

專利

  • 與本人主持「高中學生科學研究人才培育計畫(數學組)」學員范谷瑜同學共同設計 packing puzzle :
    六角柱形的益智拼圖 HEXAGONAL PRISMATIC PACKING PUZZLE
    本新型提供了一種六角柱形的益智拼圖，含有 21塊 18 種不同構型的拼圖，其中有3種拼圖各 2 塊其餘各一，每塊拼圖都由 2, 3, 4或 6塊的單位元件所組成，單位元件有 2 種體積有大小之分，分別稱為大單位元件及小單位元件，21 塊拼圖中含有大單位元件與小單位元件各 36 塊，可以共同拼成 6 類的 6 角柱體，本新型的與一般的拼圖不同，並不是唯一解或具有特定解法，除培養空間感之外，能增進對幾何圖形的認知，更能訓練多重的思路，且在思考過程中達到寓教於樂的效果。

科技部計畫主持人(近五年內 2015～2020)

  • 廣義深度嵌入式聚類分析演算法　　(MOST 109-2118-M-007-004)       (2020/08/01至2021/07/31)
  • 架構在統計學習之非線性偏微方程式　　(MOST 108-2118-M-007-003)       (2019/08/01至2020/07/31)
  • 探討 2D PET 影像重建之迭代加速演算法　　(MOST 107-2118-M-007-003) 　  (2018/08/01至 2019/10/31)
  • 利用混合模型建構廣義二維度指數分配及其在克卜勒行星資料之應用       (MOST 106-2118-M-007-002) 　  (2017/08/01至 2018/07/31)
  • 數學玩具教學提昇學生問題解決能力 (MOST 105-2511-S-007-005)       (2016/11/01至2017/12/31)
  • 空間資料之聚類分析 (MOST 105-2118-M-007-007-)        (2016/08/01至2017/10/31)
  • 粒子群演算法於函數資料之聚類分析 　　(MOST 104-2118-M-134-001)　　(2015/08/01至2016/10/31)
  • 探討台灣學生在2013年至2015年亞太數學奧林匹亞競賽之概念結構　　(MOST 104-2511-S-134-008)　　(2015/11/01至2016/10/31)

榮獲獎項

  • 101年教育部大專院校實施特殊優秀人才彈性薪資（共補助3年，101~103年）
  • 103年、104年、105年科技部部大專院校實施特殊優秀人才彈性薪資
職稱: 教授
專長: 統計與機器學習、聚類分析演算法及其應用、天文統計
電話: 03-5715131轉75900
瀏覽數: