Name

Henry Horng-Shing Lu

Title

Professor

Office

Institute of Statistics, National Chiao Tung University, Assembly Building I, 1001 Ta Hsueh Road, Hsinchu 30010, Taiwan

Fax

+886-3-572-8745

Tel

+886-3-571-2121 ext: 31870
+886-3-5731870

E-mail

hslu@stat.nctu.edu.tw

Website

http://www.stat.nctu.edu.tw/misg/




EDUCATION

  • Ph.D. in Statistics, Cornell University, USA, 1994.
  • M.S. in Statistics, Cornell University, USA, 1990.
  • B.S. in Electric Engineering, National Taiwan University, Taiwan, 1986.

EXPERIENCE

  • Professor, Institute of Statistics, College of Science, National Chiao Tung University, Taiwan, 2002/2-present.
  • Vice President for Academic Affairs, National Chiao Tung University, Taiwan, 2016/1-present.
  • Director, Big Data Research Center, National Chiao Tung University, Taiwan, 2015/7-2018/1.
  • Dean, College of Science, National Chiao Tung University, Taiwan, 2011/8- 2014/7.
  • Chairman, Interdisciplinary Sciences Degree Program, College of Science, National Chiao Tung University, Taiwan, 2008/2-2011/7.
  • Director, Institute of Statistics, College of Science, National Chiao Tung University, Taiwan, 2002/8-2005/7.
  • Associate Professor, Institute of Statistics, College of Science, National Chiao Tung University, Taiwan, 1994/8-2002/1.
  • Associate Editor, Journal of the American Statistical Association, Theory and Methods, 2017-present. Reference Link
  • Editorial Board, Journal of Applied Mathematics, International Scholarly Research Network, 2014- 2017. Reference Link
  • Board of Directors, International Chinese Statistical Association (ICSA) Board, 2012-2014. Reference Link
  • Co-editor for Handbook of Big Data Analytics, Springer, 2018. Reference Link
  • Co-editor for Handbook of Statistical Bioinformatics, Springer, 2011. Reference Link
  • Guest Editor for the Special Issue in International Journal of Systems and Synthetic Biology, 2010.
  • Guest Editor for the Special Issue in Journal of Data Science, July, 2008.
  • Associate Editor for Statistica Sinica, 2005-2008.
  • Associate Editor for Journal of the Chinese Statistical Association, 1995-1997, 2008-2010.
  • Teaching and Research Assistant, Cornell University, 1989-1994.
  • Visiting Scholar, Institute of Pure and Applied Mathematics, UCLA, fall, 2000.
  • Visiting Scholar, Department of Biostatistics, Harvard University, winter, spring and summer, 2001.
  • Visiting Scholar, Department of Ecology and Evolution, University of Chicago, USA, summer, 2002-2007, 2006/02-2007/01.

HONOR

  • Elected member, International Statistical Institute (ISI), 2011. Link

FIELDS OF INTEREST

  • Statistics and Applications

PUBLICATIONS

    • Journal Articles
      1. Lu, H. H.-S., Wells, M. T., and Tiwari, R. C., 1994: Inference for Functions in the Two-Sample Problem with Right Censored Data: With Applications. Journal of the American Statistical Association, 89, 427, 1017-1026. Reference Link
      2. Chang, Y. L. C., Lander, L. C., Lu, H.-S, and Wells, M. T. 1994: Bayesian Analysis for Fault Location in Distributed Systems. IEEE Transactions on Reliability, 43, 3, 457-465. Reference Link
      3. Lu, H. H.-S., and Hsieh, F. 1997: Transformation Models for Interval Scale Grouped Data with Applications, Statistica Sinica, 7, 4, 841-854. Reference Link
      4. Lu, H. H.-S., Chen, C.-M., and Yang, I.-H. 1998: Cross-Reference Weighted Least Square Estimates for Positron Emission Tomography. IEEE Transactions on Medical Imaging, 17, 1, 1-8. Reference Link
      5. Lu, H. H.-S. 1998: On the Random Number Generator in the Bootstrap. Journal of the Chinese Statistical Association, 36, 2, 127-144. Reference Link
      6. Chen, C.-M., Lu, H.-S., and Lin, Y.-C. 1998: Evolutionary Snake Model for Ultrasound Image Segmentation: A Preliminary Study. Biomedical Engineering-Applications, Basis and Communications, 10, 2, 110-118. Reference Link
      7. Tu, K.-Y., Chen, T.-B., Lu, H. H.-S., Liu, R.-S., Chou, K.-L., and Chen, J.-C. 1999: Iterative Image Reconstruction with Random Correction for PET Studies. Annals of Nuclear Medicine and Sciences, 12, 4, 195-200. Reference Link
      8. Chen, C.-M., Lu, H. H.-S., and Lin, Y.-C. 2000: An Early Vision Based Snake Model for Ultrasound Image Segmentation. Ultrasound in Medicine and Biology, 26, 2, 273-285. Reference Link
      9. Huang, S.-Y., and Lu, H. H.-S. 2000: Bayesian Wavelet Shrinkage for Nonparametric Mixed-Effects Models. Statistica Sinica, 10, 4, 1021-1040. Reference Link
      10. Huang, S.-Y., and Lu, H. H.-S. 2001: An Adaptive Snake Model for Ultrasound Image Segmentation: Modified Trimmed Mean Filter, Ramp Integration and Adaptive Weighting Parameters. Journal of Multivariate Analysis, 76, 2, 249-266. (SCI) Reference Link
      11. Chen, C.-M., and Lu, H. H.-S. 2001: Extended Gauss-Markov Theorem for Nonparametric Mixed-Effects Models. Ultrasonic Imaging, 22, 214-236. Reference Link
      12. Chen, C.-M., Lu, H. H.-S., and Han, K.-C. 2001: A Textural Approach Based on Gabor Functions for Texture Edge Detection in Ultrasound Images. Ultrasound in Medicine and Biology, 27, 4, 513-534. Reference Link
      13. Huang, H.-C., Chen, C.-M., Wang, S.-D., and Lu, H. H.-S. 2001: Adaptive Symmetric Mean Filter: A New Noise Reduction Approach Based on the Slope Facet Model. Applied Optics, 40, 29, 5192-5205. Reference Link
      14. Tu, K. Y., Chen, T. B., Lu, H. H. S., Liu, R. S., Chen, K. L., Chen, C. M., and Chen, J. C. 2001: Empirical Studies of Cross-Reference Maximum Likelihood Estimate Reconstruction for Positron Emission Tomography. Biomedical Engineering-Applications, Basis and Communications, 13, 1, 1-7. Reference Link
      15. Chen, C.-M., Lu, H. H. S., and Hsu, Y.-P. 2001: Cross-Reference Maximum Likelihood Estimate Reconstruction for Positron Emission Tomography. Biomedical Engineering-Applications, Basis and Communications, 13, 4, 190-198. Reference Link
      16. Chen, C.-M., Lu, H. H.-S., and Hsiao, A.-T. 2001: A Dual Snake Model of High Penetrability for Ultrasound Image Boundary Extraction. Ultrasound in Medicine and Biology, 27, 12, 1651-1665. Reference Link
      17. Gu, Z., Nicolae, D., Lu, H. H.-S., and Li, W.-H. 2002: Rapid divergence in expression between duplicate genes inferred from microarray data. Trends in Genetics, 18, 12, 609-613. Reference Link
      18. Chen, C.-M., Lu, H. H.-S., and Huang, Y.-S. 2002: Cell-Based Dual Snake Model: A New Approach to Extracting Highly Winding Boundaries in The Ultrasound Images. Ultrasound in Medicine and Biology, 28, 8, 1061-1073. Reference Link
      19. Chen, C.-M., Lu, H. H.-S., and Su, B.-S. 2002: Cell-Based Region Competition for Ultrasound Image Segmentation. Journal of Medical and Biological Engineering, 22, 2, 59-66. Reference Link
      20. Chen, C.-M., Lu, H. H.-S., and Chen, Y.-L. 2003: A Discrete Region Competition Approach Incorporating Weak Edge Enhancement for Ultrasound Image Segmentation. Pattern Recognition Letters, 24, 693-704. Reference Link
      21. Lu, H. H.-S., Huang, S.-Y., and Lin, F.-J. 2003: Generalized Cross-Validation for Wavelet Shrinkage in Nonparametric Mixed-Effects Models. Journal of Computational and Graphical Statistics, 12, 3, 714-730. Reference Link
      22. Qin, H., Lu, H. H.-S., Wu, W. B., and Li, W.-H. 2003: Evolution of the yeast protein interaction network. PNAS (Proceedings of the National Academy of Sciences of the United States of America), 100, 22, 12820-12824. Reference Link
      23. 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. Reference Link
      24. Chen, L., Lu, H. H.-S., and Chang, H.-C. 2004: Utilization rates of preventive health services provided for children by the National Health Insurance Program, 1996-2001. Taiwan Journal of Public Health, 23, 1, 37-44. Reference Link
      25. Zhang, L., Lu, H. H.-S., Chung, W.-Y., Yang, J., and Li, W.-H. 2005: Patterns of Segmental Duplications in the Human Genome. Molecular Biology and Evolution, 22, 1, 135-141. Reference Link
      26. Li, L. M., and Lu, H. H.-S. 2005: Explore Biological Pathways from Noisy Array Data by Directed Acyclic Boolean Networks. Journal of Computational Biology, 12, 2, 170-185. Reference Link
      27. Tsai, H.-K., Lu, H. H.-S., and Li, W.-H. 2005: Statistical methods for identifying yeast cell cycle transcription factors. PNAS (Proceedings of the National Academy of Sciences of the United States of America), 102, 38, 13532-13537. Reference Link
      28. Ho, J., Hwang, W.-L., Lu, H. H.-S., and Lee, D. T. 2006: Gridding Spot Centers of Smoothly Distorted Microarray Images. IEEE Transactions on Image Processing, 15, 2, 342-354. Reference Link
      29. Tsai, H.-K., Huang, G. T.-W., Chou, M.-Y., Lu, H. H.-S., and Li, W.-H. 2006: Method for identifying transcription factor binding sites in yeast. Bioinformatics, 22, 14, 1675–1681. Reference Link
      30. 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. Reference Link
      31. Chen, T.-B, Chen, J.-C., Lu, H. H.-S., and Liu, R.-S. 2008: MicroPET Reconstruction with Random Coincidence Correction via a Joint Poisson Model. Medical Engineering & Physics, 30, 6, 680-686. Reference Link
      32. Tzeng, J., Lu, H. H.-S., and Li, W.-H. 2008: Multidimensional Scaling for Large Genomic Data Sets. BMC Bioinformatics, 9:179. Reference Link
      33. Chen, T.-B., Lu, H. H.-S., Lee, Y.-S., and Lan, H.-J. 2008: Segmentation of cDNA Microarray Images by Kernel Density Estimation. Journal of Biomedical Informatics, 41, 1021–1027. Reference Link
      34. Lu, H. H.-S., Chen, C.-M., Huang, Y.-M., and Wu, J.-S. 2008: Computer-Aided Diagnosis of Liver Cirrhosis by Simultaneous Comparisons of the Ultrasound Images of Liver and Spleen. Journal of Data Science, 6, 429-448. Reference Link
      35. Tu, K. K.-W., Lee, J. C.-s., and Lu, H. H.-S. 2009: A Novel Statistical Method for Automatically Partitioning Tools According to Engineers' Tolerance Control in Process Improvement. IEEE Transactions on Semiconductor Manufacturing, 22, 3, 373-380. Reference Link
      36. Scharfe, C., Lu, H. H.-S., Neuenburg, J. K., Allen, E. A., Li, G.-C., Klopstock, T., Cowan, T. M., Enns, G. M., and Davis, R. W. 2009: Mapping Gene Associations in Human Mitochondria using Clinical Disease Phenotypes. PLoS Computational Biology, 5(4): e1000374. Reference Link
      37. Emerson, J. J., Hsieh, L.-C., Sung, H.-M., Wang, T.-Y., Huang, C.-J., Lu, H. H.-S., Lu, M.-Y. J., Wu, S.-H., and Li, W. H. 2010: Natural selection on cis and trans regulation in yeasts. Genome Research, 20, 826-836. Reference Link
      38. Deng, L.-Y. , Lu, H. H.-S., and Chen, T.-B. 2010: 64-Bit and 128-bit DX random number generators. Computing, 89, 1, 27-43. Reference Link
      39. Cheng, J. H., Wang, Y., Chen, P. Y., Chen, T.-B., Chen, C.-J., Li, G.-C., and Lu, H. H.-S. 2010: Mine Barcode of Life: Information Visualization and Fusion for the Environment and Society. International Journal of Systems and Synthetic Biology, 1(1), 63-70.  Reference Link
      40. 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.
      41. Wang, H., Lu, H. H.-S., and Chueh, T.-H. 2011: Constructing Biological Pathways by a Two-Step Counting Approach, PLoS ONE 6(6): e20074. Reference Link
      42. Deng, L.-Y. , Shiau, J.-J. H., and Lu, H. H.-S. 2011: Large-order multiple recursive generators with modulus $2^{31}-1$, INFORMS Journal on Computing, Published online before print, October 17, 2011. Reference Link
      43. Deng, L.-Y. , Shiau, J.-J. H., and Lu, H. H.-S. 2012: Efficient computer search of large-order multiple recursive pseudo-random number generators, Journal of Computational and Applied Mathematics, 236, 3228– 3237. Reference Link
      44. Chiang, S, Swamy, K. B., Hsu, T. W., Tsai, Z. T., Lu, H. H.-S., Wang, D., and Tsai, H. K. 2012: Analysis of the association between transcription factor binding site variants and distinct accompanying regulatory motifs in yeast, Gene. 491(2):237-45. Reference Link
      45. Chueh, T.-H., and Lu, H. H.-S., 2012: Inference of Biological Pathway from Gene Expression Profiles by Time Delay Boolean Networks, PLoS ONE 7(8): e42095. Reference Link
      46. Suen, S., Lu, H. H.-S., and Yeang, C. H.. 2012: Evolution of domain architectures and catalytic functions of enzymes in metabolic systems, Genome Biology and Evolution, 2012. Reference Link
      47. Chen, T.-B, Chen, J.-C., and Lu, H. H.-S. 2012: Segmentation of 3D microPET Images of the Rat Brain via the Hybrid Gaussian Mixture Method with Kernel Density Estimation, Journal of X-ray Science and Technology, 20, 339-349. Reference Link
      48. Chueh, T.-H., Chen, T.-B., Lu, H. H.-S., Ju, S.-S., Tao, T.-H., and Shaw, J. H. 2012: Statistical Prediction of Emotional States by Physiological Signals with MANOVA and Machine Learning, International Journal of Pattern Recognition and Artificial Intelligence, 26, 1250008. Reference Link
      49. Chen, T.-B, Lu, H. H.-S., Kim, H.-K., Son, Y.-D., and Cho, Z. H. 2014: Accurate 3D reconstruction by a new PDS-OSEM algorithm for HRRT, Radiation Physics and Chemistry, 96, 107–114. Reference Link
      50. Helou, E. S., Censor, Y., Chen. T. B., Chen, I-L., De Pierro, A.R., Jiang, M., Lu, H. H.-S. 2014: String-Averaging Expectation-Maximization for Maximum Likelihood Estimation in Emission Tomography, Inverse Problems, 30 055003. Reference Link
      51. Hung, H., Liu, C.-Y., Lu, H. H.-S. 2016: Sufficient dimension reduction with additional information. Biostatistics, 17, 3, 405-421. Reference Link
      52. Lin, C.-M., Chang, Y.-J., Liu, C.-K., Yu, C.-S., Lu, H. H.-S. 2016: Role of Extracranial Carotid Duplex and Computed Tomography Perfusion Scanning in Evaluating Perfusion Status of Pericarotid Stenting, BioMed Research International, Article ID 7051856. Reference Link
      53. Yu, C.-S., Lin, C.-M., Liu, C.-K., Lu, H. H.-S., 2016: Impact of baseline characteristics on outcomes of carotid artery stenting in acute ischemic stroke patients, Therapeutics and Clinical Risk Management, 12 495–504. Reference Link
      54. Lin, C.-M., Chang, Y.-J., Liu, C.-K., Yu, C.-S., Lu, H. H.-S., 2016: First-ever ischemic stroke in elderly patients: predictors of functional outcome following carotid artery stenting, Clinical Interventions in Aging, 11:985-995. Reference Link
      55. Chen, S., Deng, L.-Y., Bowman, D., Shiau, J.-J. H., Wong, T.-Y., Madahian, B., Lu, H. H.-S., 2016: Phylogenetic tree construction using trinucleotide usage profile (TUP), BMC Bioinformatics, 17(Suppl 13):381. Reference Link
      56. Chen, C.-H., Tu, C.-C, Kuo, H.-Y., Zeng, R.-F., Yu, C.-S., Lu, H. H.-S., Liou, M.-L., 2016: Dynamic change of surface microbiota with different environmental cleaning methods between two wards in a hospital, Applied Microbiology and Biotechnology. Reference Link
      57. Yang, S.-H., Chen, Y.-Y., Lin, S.-H., Liao, L.-D., Lu, H. H.-S., Wang, C.-F., Chen, P.-C., Lo, Y.-C., Phan, T. D., Chao, H.-Y., Lin, H.-C., Lai, H.-Y., Huang, W.-C., 2016: A sliced inverse regression (SIR) decoding the forelimb movement from neuronal spikes in the rat motor cortex, Frontiers in Neuroscience. Reference Link
      58. Lin, C.-M., Su, J.-C., Chang, Y.-J., Liu, C.-K., Lu, H. H.-S., Jong, Y.-J., 2017: Is carotid sonography a useful tool for predicting functional capabilities in ischemic stroke patients following carotid artery stenting?, Medicine, 96, 12, e6363. Reference Link
      59. Hung, H., Lu, H. H.-S., 2017: A review on the generalization of sufficient dimension reduction methods with the additional information, Wiley Interdisciplinary Reviews: Computational Statistics. Reference Link
      60. Chen, C.-H., Kuo, H.-Y., Hsu, P.-J., Chang, C.-M., Chen, J.-Y., Lu, H. H.-S., Chen, H. Y., Liou, M.-L., 2017: Clonal spread of carbapenem-resistant Acinetobacter baumannii across a community hospital and its affiliated long-term care facilities: A cross sectional study, Journal of Microbiology, Immunology and Infection, accepted. Reference Link
      61. Simak, M., Yeang, C.-H, Lu, H. H.-S., 2017: Exploring Candidate Biological Functions by Boolean Function Networks for Saccharomyces cerevisiae, PLoS ONE 12(10): e0185475. Reference Link
      62. Chen, P. J., Lin, M. C., Lai, M. J., Lin, J. C., Lu, H. H. S., Tseng, V. S., 2017: Accurate Classification of Diminutive Colorectal Polyps Using Computer-aided Analysis, Gastroenterology. Reference Link
      63. Chen, C.-C., Juan, H.-H., Tsai, M.-Y., Lu, H. H.-S., 2018: Unsupervised Learning and Pattern Recognition of Biological Data Structures with Density Functional Theory and Machine Learning, Scientific Reports. Reference Link
      64. Chen, S.-H., Kuo, W.-Y., Su, S.-Y., Chung, W.-C., Ho, J.-M., Lu, H. H.-S. , Lin, C.-Y. 2018: A gene profiling deconvolution approach to estimating immune cell composition from complex tissues, BMC Bioinformatics, 19(Suppl 4):154. Reference Link
      65. Deng, L.-Y., Shiau, J.-J. H., Lu, H. H.-S., and Bowman, D., 2018: Secure and Fast Encryption (SAFE) with Classical Random Number Generators, ACM Transactions on Mathematical Software, to appear. Reference Link
      66. Ko, M. L., Wei, K. L., Ho, Y.-J., Peng, P. H., Lu, H. H.-S., 2018: Knowledge of Medications Among Patients with Glaucoma in Taiwan, Journal of the Formosan Medical Association, to appear. Reference Link
      67. Fang, S. T., Cheng, D. E., Huang, Y. T., Hsu, T. Y., Lu, H. H.-S., 2018: A Pilot Study of the Influence of Probiotics on Hair Toxic Element Levels After Long-Term Supplement with Different Lactic Acid Bacteria Strains, Journal of Probiotics and Health, to appear. Reference Link
      68. Huang, W.-Q., Lin, W.-W., Lu, H. H.-S., Yau, S. T., 2018: iSIRA: Integrated Shift-Invert Residual Arnoldi Method for Graph Laplacian Matrices from Big Data, Journal of Computational and Applied Mathematics, to appear. Reference Link
    • Conference Papers
    1. Chang, Y. L. C., Lander, L. C., Lu, H.-S., and Wells, M. T. 1993a: Bayesian Analysis for Fault Location in Homogeneous Distributed Systems. Proceedings of the IEEE Symposium on Reliable Distributed Systems, 44-53, Princeton, New Jersey.
    2. Chang, Y. L. C., Lander, L. C., Lu, H.-S., and Wells, M. T. 1993b: Bayesian Inference for Fault Diagnosis in Real-Time Distributed Systems. The Second Asian Test Symposium (ATS’93). 333-338, Beijing.
    3. Lu, H. H.-S., and Chang, Y. L. C. 1995: Issues in the Assignment of Fault Diagnosis Time for Responsive Computing Systems. Proceedings of ISSAT International Conference of Reliability and Quality in Design, 238-242, Orlando, Florida.
    4. Lu, H. H.-S., and Tseng, W.-J. 1997: On Accelerated Cross-Reference Maximum Likelihood Estimates for Positron Emission Tomography. Proceedings of the IEEE Nuclear Science Symposium, Volume 2, 1484 -1488.
    5. Chen, J. C., Tu, K. Y., Lu, H. H.-S., Chen, T. B., Chou, K. L., and Liu, R. S. 1998: Statistical Image Reconstruction for PET Studies. The Biomedical Engineering Society 1998 Annual Symposium, 71-72.
    6. Tu, K. Y., Chen, J. C., Lu, H. H.-S., Chen, T. B., Chou, K. L., and Liu, R. S. 1999: Iterative Image Reconstruction with Random Coincidence Correction for PET Studies. The Biomedical Engineering Society 1999 Annual Symposium, 357-358.
    7. Chen, J. C., Liu, R. S., Tu, K. Y., Lu, H. H. S., Chen, T. B., and Chou, K. L. 2000: Iterative Image Reconstruction with Random Correction for PET studies. Proceedings of the Society of Photo-Optical Instrumentation Engineers, 3979, 1218-1229. Reference Link
    8. Chen, J. C., Tu, K. Y., Lu, H. H.-S., Chen, T. B., Chou, K. L., and Liu, R. S. 2000: Iterative Image Reconstruction with Random Correction for PET Studies. SPIE medical imaging 2000 symposium.
    9. Tu, K. Y., Chen, J. C., Lu, H. H.-S., Chen, T. B., Chou, K. L., and Liu, R. S. 2000: Random Correction Using Iterative Reconstruction for PET. European Association of Nuclear Medicine Annual Congress.
    10. Lu, H. H.-S., Chen, C.-M., and Wu, J.-S. 2001: Statistical Analysis of Liver Cirrhosis in Ultrasound Images by Fractal Dimension, Dimension Reduction and Classification Trees. The 5th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2001), Vol. XIII, Part II, 351-356.
    11. Chen, C.-M., and Lu, H. H.-S., 2001: Sonographic Tumor Boundary Detection for Image-Guided Brain Surgery. The 5th World Multi-Conference on Systemics, Cybernetics and Informatics (SCI 2001), Vol. XIII, Part II, 339-344.
    12. 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), 344-345.
    13. Chen, C.-H., Lu, H. H.-S., Liao, C.-T., Chen, C.-h., Yang, U.-C., Lee, Y.-S. 2003: Gene Expression Analysis Refining System (GEARS) via Statistical Approach: A Preliminary Report. The 14th International Conference on Genome Informatics (GIW2003), 316-317.
    14. Ho, J., Hwang, W.-L., Lu, H. H.-S., and Lee, D. T. 2005: Gridding the spot centers of Microarray Images. European Signal Processing Conference, Antalya, Turkey, September 4-8.
    15. Lu, H. H.-S. 2006: Reconstruction, Visualization and Analysis of Medical Images. Compstat 2006 Satellite Workshop on Data and Information Visualization, Berlin, Germany, August 23-25.
    16. Chen, P. Y., Chen, T.-B., Chen, C.-J., Li, G.-C., Lu, H. H.-S. 2007: Information Visualization and Fusion for Barcodes of Life in Environment and Society. The Second International Barcode of Life Conference, Taipei, Taiwan, September 17-21.
    17. Liu, P.-L., Lu, H. H.-S., Chiang. A.-S. 2007: Automatic Classification of 3D Drosophila Calyx Images. 2007 National Computation Symposium, Taichung, Taiwan, December 20-21.
    18. Wu, T.-Y., Juan, H. H., Lu, H. H.-S., Chiang. A.-S. 2011: A Crosstalk Tolerated Neural Segmentation Methodology for Brainbow Images, International Symposium on Applied Sciences in Biomedical and Communication Technologies (ACM ISABEL).
    19. Wu, T.-Y., Juan, H. H., Lu, H. H.-S. 2012: Improved Spectral Matting By Iterative K-Means Clustering And The Modularity Measure, IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP).
    20. Hsu, Y., Lu, H. H.-S. 2013: Brainbow image segmentation using Bayesian sequential partitioning, International Conference on Medical Informatics and Biomedical Engineering.
    21. Hsu, Y., Lu, H. H.-S. 2014: Multiscale Connected Component Labelling and Applications to Scientific Microscopy Image Processing, International Conference on Soft Computing and Data Mining.
    22. Wu, C.-H., Hsi, W.-C., Lu, H. H.-S., Hang, H.-M., 2017: Online Multiclass Passive-Aggressive Learning on a Fixed Budget, IEEE International Symposium on Circuits and Systems (IEEE ISCAS).

  • Books and Book Chapters:

    1. Lu, H. H.-S., 2008: Reconstruction, Visualization, and Analysis of Medical Images. Handbook of Computational Statistics (Volume III) Data Visualization, C. -h. Chen, W. Hardle, and A. Unwin (eds), 813-830, Springer-Verlag. Reference Link
    2. Chueh, T.-H., Lu, H. H.-S., 2011: Boolean Networks. Handbook of Computational Statistics: Statistical Bioinformatics, H. H.-S. Lu, B. Scholkopf, and H. Zhao (eds), 405-426, Springer-Verlag. Reference Link
    3. Lu, H. H.-S., Scholkopf, B., Zhao, H. (eds), 2011: Handbook of Computational Statistics: Statistical Bioinformatics. Springer-Verlag. Reference Link
    4. Tsai, M.-Y., Chen, T.-B., Lu, H. H.-S., 2014: Statistical Segmentation Methods for DNA Microarray Images, Microarray Image and Data Analysis: Theory and Practice, L. Rueda (ed), 149-170, CRC Press. Reference Link
    5. Chen, C.-C., Juan, H. H., Tsai, M.-Y., Lu, H. H.-S., 2018: Bridging Density Functional Theory and Big Data Analytics with Applications. Handbook of Big Data Analytics, Hardle, W. K., Lu, H. H.-S., Shen, X. (eds), 351-374, Springer-Verlag.
    6. Hardle, W. K., Lu, H. H.-S., Shen, X. (eds), 2018: Handbook of Big Data Analytics, Springer-Verlag.
  • Technical Reports
    1. Su-Yun Huang and Henry Horng-Shing Lu, "BAYESIAN WAVELET SHRINKAGE FOR NONPARAMETRIC MIXED-EFFECTS MODELS" , Attach FileAttach File Adobe PDF
    2. Su-Yun Huang & Henry Horng-Shing Lu, "Extended Gauss-Markov Theorem for Nonparametric Mixed-Effects Models" , Attach FileAttach File Adobe PDF
    3. Han-Ming Wu and Henry Horng-Shing Lu, "Supervised Motion Segmentation by Spatial-Frequential Analysis and Dynamic Sliced Inverse Regression" , Attach FileAttach File Adobe PDF
    4. Henry Horng-Shing Lu, Su-Yun Huang, Fang-Jiun Lin, "Generalized Cross-Validation for Wavelet Shrinkage in Nonparametric Mixed-Effects Models" , 2002-08 Attach FileAttach File Adobe PDF
  • Others
    1. Lu, H. H.-S., "Statistical Applications in Medical Images and Bioinformatics" , Reference LinkReference Link
    2. Lu, H. H.-S., "Book review for "The Lady Tasting Tea: How Statistics Revolutionized Science in the Twentieth Century"" , Science Monthly, 33, 12, pp. 1094-1095, 2002 Reference LinkReference Link
    3. Lu, H. H.-S., "Course Homepage of Statistical Consulting (Spring 2005)" , 2005. Reference LinkReference Link
    4. Lu, H. H.-S., "Course Homepage of Topics of Statistics in Bioinformatics (Fall 2007)" , 2007 Reference LinkReference Link
    5. Lu, H. H.-S., "Course Homepage of Statistics (Fall 2010)" , 2010 Reference LinkReference Link
    6. Lu, H. H.-S., "Course Homepage of High Dimensional Data Analysis (Fall 2013)" , 2013 Reference LinkReference Link
    7. Lu, H. H.-S., "Course Homepage of Multivariate Analysis (Spring 2014)" , 2014 Reference LinkReference Link
    8. Lu, H. H.-S., "Course Homepage of Statistical Computing (Spring 2017)" , 2017 Reference LinkReference Link
    9. Lu, H. H.-S., "Course Homepage of Statistical Learning (Fall 2017)" , 2017 Reference LinkReference Link
    10. Lu, H. H.-S., "Course Homepage of Introduction to Data Science (Fall 2018)" , 2018 Reference LinkReference Link

 

 

The Chinese Version: http://www.stat.nctu.edu.tw/misg/