| 2024 |
吳漢銘*, 2024.09, 'Improve the performance of deep learning algorithms by supervised dimension reduction methods, ' IASC-ARS Interim Conference 2022, Education University of Hong Kong.(*為通訊作者), Sep. 2024 |
| 2024 |
Chin-Hao Yang*;吳漢銘*, 2024.08, 'Converting tabular data into images based on Self-Organizing Maps for CNNs deep learning prediction, ' 7th International Conference on Machine Learning and Machine Intelligence (MLMI 2024), Ritsumeikan University.(*為通訊作者), Aug. 2024 |
| 2023 |
吳漢銘*, 2023.08, 'dataSDA and ggESDA: two R packages for exploratory symbolic data analysis, ' The 25th International Conference on Computational Statistics, The European Regional Section of the IASC.(*為通訊作者), Aug. 2023 |
| 2021 |
吳漢銘*, 2021.07, 'A symbolic data analysis approach to regularized sliced inverse regression for gene expression data with multiple functional categories and a phenotypic response, ' Statistics Symposium in Memory of Wen-Chen Chen, 中研院.(*為通訊作者), Jul. 2021 |
| 2019 |
吳漢銘*, 2019.08, 'My experience of teaching R programming for data science, ' 62nd ISI World Statistics Congress, ISI.(*為通訊作者), Aug. 2019 |
| 2018 |
吳漢銘, 2018.11, 'Matrix visualization: a review and perspective, ' Joint Conference of IASC-ACS Interim Conference & CASC Annual Meeting, IASC-ACS., Nov. 2018 |
| 2018 |
吳漢銘*, 2018.08, 'The extension of isometric feature mapping for interval-valued symbolic data, ' The 23rd International Conference on Computational Statistics, International Statistical Institute.(*為通訊作者), Aug. 2018 |
| 2020 |
Wu, H.M., 2020.10, R 語言深度學習入門，2020 satRday Taiwan, A conference for users of R Language, Oct. 17 2020, 淡江大學。, 2020 |
| 2019 |
Wu, H.M., 2019.06, A symbolic data analysis approach to regularized sliced inverse regression for gene expression data with multiple functional categories and a phenotypic response, 第二十八屆南區統計研討會，June 21-22, 2015, 國立中興大學。, 2019 |
| 2017 |
Wu, H.M., 2017.02, Visualization and exploration of symbolic data with dimension reduction methods，2017 統計學門研究成果發表會，Feb. 7, 2017，台中惠蓀林場。[contributed], 2017 |
| 2017 |
Wu, H.M., 2017.03, 漫談巨量資料於R 軟體中的統計圖與視覺化，大數據分析與R 論壇，Mar. 17, 2017，淡江大學。[invited], 2017 |
| 2017 |
Wu, H.M., 2017.04, 漫談巨量資料於R 軟體中的統計圖與視覺化，2017 經濟與統計大趨勢學術研討會，Apr. 28, 2017，銘傳大學。[invited], 2017 |
| 2017 |
Lai, W.Y. and Wu, H.M., 2017.07, drEDA：一個基於維度縮減技術的互動式探索性資料分析網頁應用程式，第13 屆台灣軟體工程研討會(TCSE2017)，July 7, 2017，逢甲大學。[contributed], 2017 |
| 2017 |
Wu, H.M., 2017.07, graphics.SDA: the R base graphics companion for exploratory symbolic data analysis, 2017 European Meeting of Statisticians (EMS), July 24-28, 2017, Helsinki, Finland. [contributed], 2017 |
| 2016 |
Wu, H.M., 2016.06, 漫談巨量資料於R 軟體中的處理與分析, 第二十五屆南區統計研討會暨2016 中華機率統計學會年會及學術研討會，June 24-25, 2016, 國立中山大學. [invited], 2016 |
| 2016 |
Wu, H.M., 2016.08, Visualization of fuzzy clustering results using sliced inverse regression, 第十屆海峽兩岸統計與概率研討會，Aug. 11, 2016, 成都電子科技大學沙河校區. [Invited], 2016 |
| 2016 |
Wu, H.M., 2016.12, Nonlinear manifold learning of interval-valued symbolic data using ISOMAP. 105 年統計學術研討會暨政治大學統計學系50 週年學術研討會，Dec. 9, 2016, 國立政治大學. [invited], 2016 |
| 2016 |
Wu, H.M., 2016.11, Nonlinear dimension reduction of interval-valued symbolic data using ISOMAP, TheKorean Statistical Society Autumn Conference Nov. 4, 2016, Daejeon, Korea, [Invited], 2016 |
| 2015 |
Wu, H.M., 2015.05, R軟體於象徵性資料的統計圖與視覺化, 2015 年智慧科技與應用統計研討會暨2015 應用統計學術研討會, May 30, 2015, 淡江大學統計學系。[invited], 2015 |
| 2015 |
Wu, H.M., 2015.06, 視覺化與象徵性資料的統計圖，2015 資料科學與產應用工作坊，June 5, 2015, 中華R 軟體學會, 台北。[invited], 2015 |
| 2015 |
Wu, H.M., 2015.06, Exploratory symbolic data analysis with dimension reduction methods, 第二十四屆南區統計研討會暨2015 中華機率統計學會年會及學術研討會，June 27-28, 2015, 國立彰化師範大學。[invited], 2015 |
| 2015 |
Wu, H.M., 2015.08, Principal component analysis for multiple time series data: a symbolic data analysis approach, ICIAM 2015: The International Congress on Industrial and Applied Mathematics (ICIAM), 10-14 August 2015, Beijing. [contributed], 2015 |
| 2015 |
Wu, H.M., 2015.12, Exploratory symbolic data analysis with dimension reduction methods, the 9th Conference of the Asian Regional Section of the IASC, 17-19 December 2015, Singapore. [invited], 2015 |
| 2014 |
Wu, H.M., 2014.05, 直方圖資料的維度縮減與視覺化, 第九屆海峽兩岸機率與統計學術研討會, May 16-18, 2014, 2014, Taichung, Taiwan. [逢甲大學] [invited.], 2014 |
| 2014 |
Wu, H.M., 2014.05, Sliced inverse regression for dimension reduction and visualization of symbolic intervalvalued data, 台灣智慧科技與應用統計學會年會暨研討會, 24 May, 2014, Taipei, Taiwan. [銘傳大學] [invited.], 2014 |
| 2014 |
Wu, H.M., 2014.06, Dimension reduction and visualization of histogram-valued data using sliced inverse regression, The 4th Workshop in Symbolic Data Analysis (SDA 2014), June 14-16, 2014, Taipei, Taiwan. [invited.], 2014 |
| 2014 |
Wu, H.M., 2014.08, Cumulative slicing estimation for multiple nonlinear manifolds learning, 21st International Conference on Computational Statistics (COMPSTAT2014), August 19-22, 2014, Geneva, Switzerland. [contributed], 2014 |
| 2014 |
Wu, H.M., 2014.11, Dimension reduction and visualization of time dependent interval data using sliced inverse regression, ISI Regional Statistics Conference 2014 (ISI-RSC2014), November 16-19, 2014, Kuala Lumpur, Malaysia. [invited.], 2014 |
| 2014 |
Wu, H.M., 2014.12, Dimension reduction and visualization of multivariate time series data: a symbolic data analysis approach, 103 年中國統計學社社員大會暨國際統計學術研討會, Dec 06, 2014, 交通大學。[invited], 2014 |
| 2013 |
Wu, H.M., 2013.06, Sliced inverse regression for symbolic data analysis, 第二十二屆南區統計研討會, June 2013. Kaohsiung, Taiwan. [高雄大學] [invited], 2013 |
| 2013 |
Wu, H.M., 2013.08, On Visualization of Fuzzy Clustering Results, Joint Meeting of the IASC Satellite Conference for the 59th ISI WSC and the 8th Asian Regional Section (ARS) of the IASC (IASCARS2013), August 22-23, 2013, Seoul, Korea. [Contributed], 2013 |
| 2013 |
Wu, H.M., 2013.08, Sliced Inverse Regression for the Interval-valued Symbolic Datas, 59th ISI World Statistics Congress (ISI2013), August 25-30, 2013, Hong Kong, China. [Contributed], 2013 |
| 2013 |
Wu, H.M., 2013.12, Nonlinear dimension reduction through cumulative slicing estimation for nonlinear manifolds learning, 2013 ICSA International Conference, December 20-23, 2013, Hong Kong Baptist University, Hong Kong, China. [invited], 2013 |
| 2013 |
Wu, H.M., 2013.12, VisFuzClust: visualization of fuzzy clustering results in R, R Taiwan 2013 研討會, 2013年12 月06 日, Taipei, Taiwan. [德明財經科技大學] [invited.], 2013 |
| 2012 |
Wu, H.M., 2012.07, On Multivariate Kernel Sliced Inverse Regression, The Eighth World Congress in Probability and Statistics, July 09-14, 2012, Istanbul, Turkey. [Contributed] , 2012 |
| 2011 |
Wu, H.M., 2011.07, VisFuz: Visualization of Fuzzy Clustering Results in R, The 20th Southern Taiwan Statistical Conference, July 2011. Chiayi, Taiwan. [中正大學] [invited], 2011 |
| 2011 |
Wu, H.M., 2011.07, Nonlinear Extension of Sliced Inverse Regression using the Geodesic Distance Approximation, the Seventh IMT-GT International Conference on Mathematics, Statistics and its Applications (ICMSA 2011), July 21-23 2011, Bangkok Thailand. [Contributed] , 2011 |
| 2011 |
Wu, H.M., 2011.07, Nonlinear extension of sliced inverse regression using the geodesic distance approximation, Proceedings of the Seventh IMT-GT International Conference on Mathematics, Statistics and its Applications (ICMSA 2011), 312-322, July 21-23 2011, Bangkok Thailand., 2011 |
| 2010 |
Wu, H.M., 2010.05, On Biological Validity Indices for Soft Clustering Algorithms for Gene Expression Data, 第七屆海峽兩岸機率與統計研討會暨2010 年中華機率統計學會年會及學術研討會, May 2010. Hualien, Taiwan. [東華大學] [invited] 。, 2010 |
| 2010 |
Wu, H.M., 2010.07, Isometric Sliced Inverse Regression for Nonlinear Manifolds Learning, The 19th Southern Taiwan Statistical Conference, July 2010. Tainan, Taiwan. [成功大學] [invited], 2010 |
| 2010 |
Wu, H.M., 2010.07, Unsupervised MR Brain Images Segmentation using Fuzzy C-means based on Fuzzy Sufficient Dimension, Joint Statistical Meetings (JSM2010), July 31 - August 5, 2010. Vancouver, British Columbia, Canada. [Contributed], 2010 |
| 2009 |
Wu, H.M., 2009.06, Image Segmenation Based on Weighted Fuzzy C-means and Soft Sufficient Dimension Reduction, The 18th Southern Taiwan Statistical Conference, June 2009. Kaohsiung, Taiwan. [中山大學] [invited], 2009 |
| 2009 |
Tzeng, S.L., Wu, H.M., and Chen, C.H.*, 2009.10, Selection of proximity measures for matrix visualization of binary data, Proceedings of the 2009 2nd International Conference on BioMedical Engineering and Informatics (BMEI 2009), 1932-1940, Tianjin, China. [EI], 2009 |
| 2008 |
Wu, H.M., 2008.05, Kernel Sliced Inverse Regression with Applications to Classification, 2008 Interface Meetings (INTERFACE 2008), May 21 - 24, 2008, Durham, North Carolina, USA. [invited] [NOTE:this paper is selected for a special JCGS session at the 2008 Interface Meetings], 2008 |
| 2008 |
Wu, H.M., 2008.12, Biological Validity Indices for Fuzzy Clustering Algorithms for Gene Expression Data, The 4th World Conference of International Association for Statistical Computing (IASC) and The 6th Conference of Asian Regional Section of IASC (IASC2008), Dec. 05 - 08, 2008, Yokohama, Japan. [contributed], 2008 |
| 2007 |
Wu, H.M., 2007.08, Iterative Robust Sliced Inverse Regression for Gene Clustering in Microarray Gene Expression Data Analysis, Joint Statistical Meetings (JSM2007), July 29 - August 2, 2007. Salt Lake City, Utah, USA. [invited], 2007 |
| 2007 |
Wu, H.M., and Chen, C. H., 2007.06, GAP: A Graphical Environment for Matrix Visualization and Cluster analysis, The 17th Southern Taiwan Statistical Conference, June 2007. Hualien, Taiwan. [東華大學] [invited], 2007 |
| 2006 |
Wu, H.M., 2006.02, GAP Software Tutorial, The Fourth Asia Pacific Bioinformatics Conference (APBC2006), 13-16 Feb, 2006, Taipei, Taiwan. [invited], 2006 |
| 2006 |
Wu, H.M., 2006.06, Kernel Sliced Inverse Regression with Applications on Classification, ICSA 2006 Applied Statistics Symposium, June 2006. Storrs, Connecticut, USA. [invited], 2006 |
| 2006 |
Wu, H.M., Tzeng, S. and Chen, C. H.,2006.08, Matrix Visualization, Compstat 2006 Satellite Workshop on Data and Information Visualization 2006, Aug. 2006. Berlin, Germany. [invited] , 2006 |
| 2006 |
Wu, H.M. and Chen, C. H., 2006.09, Matrix Visualization for Modelling of Proximity Matrices with Dimension Reduction, COMPSTAT 2006, Sep. 2006. Rome, Italy. [contributed], 2006 |
| 2005 |
Wu, H.M. and Chen, C. H., 2005.05, Imputation of Missing Values by Clustered Matrix Visualization, The 14th Southern Taiwan Statistical Conference, June 2005. Tainan, Taiwan. [成功大學, 2005/06/24] [contributed], 2005 |
| 2005 |
Chen, C. H., and Wu, H.M., 2005.12, GAP: Generalized Association Plots for Dimension Free Data Visualization, the Workshops of The 5th Asian Conference on Statistical Computing (IASC-ARS 2005), Hong Kong, Dec. 15-17, 2005. [invited], 2005 |
| 2005 |
Wu, H.M., Huang, S. Y., and Lu, H. H.-S., 2005.12, Kernel Sliced Inverse Regression in Reproducing Kernel Hilbert Space, 中國統計學社94 年社員大會暨統計學術研討會, December 2005. Taipei, Taiwan. [invited], 2005 |
| 2004 |
Wu, H.M., and Chen, C. H., 2004.02, Cluster Analysis and Visualization, 統計與機器學習研討會Workshop on Statistics and Machine Learning, February 2004. [東華大學, 2004/02/06], Journal Club of Genomics, Proteomics, and Bioinformatics. [長庚大學, 2004/02/09] [invited], 2004 |
| 2004 |
Wu, H.M., and Chen, C. H., 2004.06, Generalized Association Plots with a Covariate Adjustment, The 13th Southern Taiwan Statistical Conference, June 2004. Taipei, Taiwan. [亞太會館] [contributed], 2004 |
| 2004 |
Wu, H.M., and Chen, C. H., 2004.11, Matrix Visualization with Nonlinear Association, 中國統計學社93 年社員大會暨統計研討會, November 2004. Chiayi, Taiwan. [中正大學, 2004/11/14] [contributed], 2004 |
| 2004 |
Chen, C.H.*, Hwu, H.G., Jang, W.J., Kao, C.H., Tien, Y.J., Tzeng, S., and Wu, H.M., 2004, Matrix visualization and information mining, Proceedings in Computational Statistics 2004 (Compstat 2004), 85-100, Physica-Verlag., 2004 |
| 2003 |
Wu, H.M., and Lu, H. H.-S., 2003.06, Supervised Motion Segmentation by Spatial-Frequential Analysis and Dynamic Sliced Inverse Regression, The 12th Southern Taiwan Statistical Conference, June 2003. Kaohsiung, Taiwan. [contributed], 2003 |
| 2003 |
Lu, H. H.-S.*, and Wu, H.M., 2003, On visualization, screening, and classification of cell cycleregulated genes in yeast, the 14th International Conference on Genome Informatics (GIW2003), 344-345., 2003 |
| 1997 |
Shih, Y. S., and Wu, H.M., 1997.06, ”Resampling Methods on Classification Trees”, The 6th Southern Taiwan Statistical Conference, June 1997. Tainan, Taiwan., 1997 |
