Han-Ming Wu - My Citations at Google Scholar
Journal Publications (main)
- 張一凡、吳漢銘∗ (2021), 基於類別資訊的監督式t分布隨機鄰近嵌入法於維度縮減與視覺化之研究, 中國統計學報, 59(2), 53-97。
- Li, Y.Y. and Wu, H.M. (2019), Landmark isometric fuzzy sliced inverse regression with application to medical image segmentation, Journal of the Chinese Statistical Association, 57(1), 43-70.. [中文]
- 賴威宇、吳漢銘* (2018), 以維度縮減技術為基礎的互動式探索性資料分析平臺, 統計與資訊評論, 18卷, 19-48. [中文]
(Lai, W.Y. and Wu, H. M., (2018), A web application for interactive exploratory data analysis based on dimension reduction techniques, Journal of Statistics and Computing, 18, 19-48.)
- Wu, H.M., Tien, Y.J., Ho, M.R., Hwu, H.G., Lin, W.C., Tao, M.H. and Chen, C.H. * (2018), Covariate-adjusted heatmaps for visualizing biological data via correlation decomposition, Bioinformatics, 34(20), 3529-3538. [SCI][Software]
- Kao, C.H., Nakano J., Shieh, S.H., Tien, Y.J., Wu, H.M., Yang, C.K., and Chen, C.H.* (2014), Exploratory data analysis of interval-valued symbolic data with matrix visualization, Computational Statistics & Data Analysis, 79, 14-29. [SCI]
- Chen, Y. S. and Wu, H. M.* (2013), The application of sliced inverse regression for dimension reduction of the interval-valued symbolic data, Journal of the Chinese Statistical Association, 51(3), 327-351. [中國統計學社101年論文優等獎] (NSC 101-2118-M-032-012)
- Yao, W. T. and Wu, H. M.* (2013). Isometric Sliced Inverse Regression for Nonlinear Manifolds Learning, Statistics and Computing, 23:563-576. [SCI]. (NSC 99-2118-M-032 -006)
- Wu, H. M.* (2011), On Biological Validity Indices for Soft Clustering Algorithms for Gene Expression Data, Computational Statistics and Data Analysis, 55(5), 1969-1979. [SCI]. [R code] (NSC 97-2118-M-032-001)
- Lu, H. H.-S*., and Wu, H. M. (2010), Visualization, Screening, and Classification of Cell Cycle-Regulated Genes in Yeast, International Journal of Systems and Synthetic Biology, 1(2), 185-198.
- Wu, H. M., Tien, Y. J. and Chen, C. H.* (2010). GAP: A Graphical Environment for Matrix Visualization and Cluster Analysis, Computational Statistics and Data Analysis, 54, 767-778. [SCI] [Software]
- Wu, H. M.* (2008). Kernel Sliced Inverse Regression with Applications to Classification, Journal of Computational and Graphical Statistics 17(3), 590-610. [SCI] [Supplementary]
- Tien, Y. J., Lee, Y. S, Wu, H. M. and Chen, C. H.* (2008), Methods for Simultaneously Identifying Coherent Local Clusters with Smooth Global Patterns in Gene Expression Profiles. BMC Bioinformatics 9:155, 1-16. [SCI]
- Wu, H. M., and Lu, H. H.-S.* (2007), Iterative Sliced Inverse Regression for Segmentation of Ultrasound and MR Images, Pattern Recognition 40(12), 3492-3502. [SCI]
- Wu, H. M., and Lu, H. H.-S.* (2004), Supervised Motion Segmentation by Spatial-Frequential Analysis and Dynamic Sliced Inverse Regression, Statistica Sinica 14, 413-430. [SCI]
Journal Publications (Consulting)
- Yin, S.Y., Wang, W.H., Wang, B.X., Aravindaram, K., Hwang, P.I., Wu, H.M. and Yang, N.S.* (2010), Stimulatory effect of Echinacea purpurea extract on the trafficking activity of mouse dendritic cells: revealed by genomic and proteomic analyses, BMC Genomics 11:612. [SCI]
- Lin, S.H., Liu, C.M., Liu, Y.L., Fann, C. S.J., Hsiao, P.C., Wu, J.Y., Hung, S.I., Chen, C.H., Wu, H.M., Jou, Y.S., Liu, S.K., Hwang, T.J., Hsieh, M.H., Chang, C.C., Yang, W.C., Lin, J.J., Chou, F.H.C., Faraone, S.V., Tsuang, M.T., Hwu, H.G. and Chen, W.J. (2009), Clustering by Neurocognition for Fine Mapping of the Schizophrenia Susceptibility Loci on Chromosome 6p. Genes, Brain and Behavior 8(8):785-794. [SCI]
- Wang, C.Y., Staniforth, V., Chiao, M.T., Hou, C.C., Wu, H.M., Yeh, K.C., Chen, C.H., Hwang, P.I., Wen, T.N., Shyur, L.F., and Yang, N.S*. (2008), Genomics and Proteomics of Immune Modulatory Effects of a Butanol Fraction of Echinacea purpurea in Human Dendritic Cells. BMC Genomics 2008, 9:479. [SCI]
- Sher, Y. P., Chou, C. C., Chou, R. H., Wu, H. M., Chang, W. S., Chen, C. H., Wu, C. W., Yang, P. C., Yu, C. L., and Peck, K.* (2006), Human Kallikrein 8 Protease Confers a Favorable Clinical Outcome in Non–Small Cell Lung Cancer by Suppressing Tumor Cell Invasiveness, Cancer Research 66, 11763-11770. [SCI]
Conference Publications
- Wu, H.M., (2013), On Visualization of Fuzzy Clustering Results, Proceedings of Joint Meeting of the IASC Satellite Conference and the 8th Conference of the Asian Regional Section of the IASC, pp.127-130.
- Wu, H.M. (2011), 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), pp. 312-322, July 21-23 2011, Bangkok Thailand.
- Tzeng, S.L., Wu, H.M., and Chen, C.H.* (2009). Selection of Proximity Measures for Matrix Visualization of Binary Data, Proceedings of the 2009 2nd International Conference on BioMedical Engineering and Informatics (BMEI 2009), pp. 1932-1940, Tianjin, China. [EI]
- 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), pp. 85-100, Physica-Verlag.
- Lu, H. H.-S.*, and Wu, H. M. (2003), On Visualization, Screening, and Classification of Cell Cycle-Regulated Genes in Yeast, The 14th International Conference on Genome Informatics (GIW2003), pp. 344-345.
Book Chapters
- Wu, H. M., Kao, C.H., Chen, C.H.* (2020), Dimension reduction and visualization of symbolic interval-valued data using sliced inverse regression, Book chapter in Advances in Data Science: Symbolic, Complex, and Network Data (Eds. Diday, E., Guan, R., Saporta, G., and Wang, H.). Wiley, pp. 49-78.
- Wu, H. M., Tzeng, S. and Chen, C. H.* (2006). Matrix Visualization. In Chun-houh Chen, Wolfgang Härdle, and Antony Unwin, editors, Handbook of Computational Statistics (Volume III): Data Visualization, Springer-Verlag, Heidelberg.
Manuscripts
- Wu, H. M., and Chen, C.H.* (2020), Matrix visualization: a review and perspective, WIRES Computational Statistics.
- Wu, H. M., Dimension reduction and visualization of multiple time series data: a symbolic data analysis approach. Submitted.
- Wu, H. M. (2011).VisFuz: Visualization of Fuzzy Clustering Results in R.
- Wu, H. M. (2011). Iterative Fuzzy Sliced Inverse Regression for Unsupervised Segmentation of MR Brain Images.
- Hu, C. Y., Wu, H. M.* (2011). jSDRlib: A Java Library for Sufficient Dimension Reduction.
Conference Presentation
Posters
- Wu, H. M. and Chen, C. H. (2004), Adjustment and Evaluation of Gene Expression Clustering Results Using Conditional Matrix Visualization, 2004 Taipei Symposium of Statistical Genome, December 2004.
- Wu, H. M. (2004), Generalized Association Plots with a Covariate Adjustment, COMPSTAT 2004 Abstracts, 351. [The final ten commended posters from a total of more than 160 participants]
Thesis
- Wu, H. M., and Lu, H. H.-S. (2003), Statistical Applications of Dimension Reduction to Segmentation of Medical Images and Classification of Microarray Data, PhD Thesis. Institute of Statistics, National Chiao-Tung University.
- Wu, H. M., and Shih, Y. S. (1997), Resampling Methods on Classification Trees, Master Thesis. Institute of Mathematical Statistics, National Chung -Cheng University.