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Haesun Park: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Hyunsoo Kim, Gene H. Golub, Haesun Park
    Imputation of Missing Values in DNA Microarray Gene Expression Data. [Citation Graph (0, 0)][DBLP]
    CSB, 2004, pp:572-573 [Conf]
  2. Hyunsoo Kim, Haesun Park
    Incremental and Decremental Least Squares Support Vector Machine and Its Application to Drug Design. [Citation Graph (0, 0)][DBLP]
    CSB, 2004, pp:656-657 [Conf]
  3. Cheong Hee Park, Haesun Park
    Efficient Nonlinear Dimension Reduction for Clustered Data Using Kernel Functions. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:243-250 [Conf]
  4. Cheong Hee Park, Haesun Park, Panos M. Pardalos
    A Comparative Study of Linear and Nonlinear Feature Extraction Methods. [Citation Graph (0, 0)][DBLP]
    ICDM, 2004, pp:495-498 [Conf]
  5. Jieping Ye, Ravi Janardan, Cheong Hee Park, Haesun Park
    A new optimization criterion for generalized discriminant analysis on undersampled problems. [Citation Graph (0, 0)][DBLP]
    ICDM, 2003, pp:419-426 [Conf]
  6. Jieping Ye, Ravi Janardan, Qi Li, Haesun Park
    Feature extraction via generalized uncorrelated linear discriminant analysis. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  7. Haesun Park, L. Magnus Ewerbring
    An algorithm for the generalized singular value decomposition on massively parallel computers. [Citation Graph (0, 0)][DBLP]
    ICS, 1991, pp:136-145 [Conf]
  8. Chris H. Q. Ding, Tao Li, Wei Peng, Haesun Park
    Orthogonal nonnegative matrix t-factorizations for clustering. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:126-135 [Conf]
  9. Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar
    IDR/QR: an incremental dimension reduction algorithm via QR decomposition. [Citation Graph (0, 0)][DBLP]
    KDD, 2004, pp:364-373 [Conf]
  10. Andrew A. Anda, Haesun Park
    Fast QR Decomposition for Weighted Least Squares Problems. [Citation Graph (0, 0)][DBLP]
    PPSC, 1993, pp:399-404 [Conf]
  11. Peg Howland, Haesun Park
    Equivalence of Several Two-Stage Methods for Linear Discriminant Analysis. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  12. Hyunsoo Kim, Haesun Park
    Data Reduction in Support Vector Machines by a Kernelized Ionic Interaction Model. [Citation Graph (0, 0)][DBLP]
    SDM, 2004, pp:- [Conf]
  13. Hyunsoo Kim, Gene H. Golub, Haesun Park
    Missing value estimation for DNA microarray gene expression data: local least squares imputation. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2005, v:21, n:2, pp:187-198 [Journal]
  14. Hyunsoo Kim, Gene H. Golub, Haesun Park
    Missing value estimation for DNA microarray gene expression data: local least squares imputation. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2006, v:22, n:11, pp:1410-1411 [Journal]
  15. Haesun Park, Weili Wu, Zhen Liu, Xiaoyu Wu, Hong G. Zhao
    DNA Screening, Pooling Design and Simplicial Complex. [Citation Graph (0, 0)][DBLP]
    J. Comb. Optim., 2003, v:7, n:4, pp:389-394 [Journal]
  16. Hyunsoo Kim, Peg Howland, Haesun Park
    Dimension Reduction in Text Classification with Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2005, v:6, n:, pp:37-53 [Journal]
  17. Patricia J. Eberlein, Haesun Park
    Efficient Implementation of Jacobi Algorithms and Jacobi Sets on Distributed Memory Architectures. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1990, v:8, n:4, pp:358-366 [Journal]
  18. Franklin T. Luk, Haesun Park
    An Analysis of Algorithm-Based Fault Tolerance Techniques. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1988, v:5, n:2, pp:172-184 [Journal]
  19. Haesun Park
    On Multiple Error Detection in Matrx Triangularizations Using Checksum Methods. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1992, v:14, n:1, pp:90-97 [Journal]
  20. Haesun Park, L. Magnus Ewerbring
    An Algorithm for the Generalized Singular Value Decomposition on Massively Parallel Computers. [Citation Graph (0, 0)][DBLP]
    J. Parallel Distrib. Comput., 1993, v:17, n:4, pp:267-276 [Journal]
  21. Peg Howland, Haesun Park
    Generalizing Discriminant Analysis Using the Generalized Singular Value Decomposition. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2004, v:26, n:8, pp:995-1006 [Journal]
  22. Jieping Ye, Ravi Janardan, Cheong Hee Park, Haesun Park
    An Optimization Criterion for Generalized Discriminant Analysis on Undersampled Problems. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2004, v:26, n:8, pp:982-994 [Journal]
  23. Sabine Van Huffel, Haesun Park
    Parallel Tri- and Bi-Diagonalization of Bordered Bidiagonal Matrices. [Citation Graph (0, 0)][DBLP]
    Parallel Computing, 1994, v:20, n:8, pp:1107-1128 [Journal]
  24. Peg Howland, Jianlin Wang, Haesun Park
    Solving the small sample size problem in face recognition using generalized discriminant analysis. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:2, pp:277-287 [Journal]
  25. Cheong Hee Park, Haesun Park
    Nonlinear feature extraction based on centroids and kernel functions. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:4, pp:801-810 [Journal]
  26. Cheong Hee Park, Haesun Park
    Fingerprint classification using fast Fourier transform and nonlinear discriminant analysis. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2005, v:38, n:4, pp:495-503 [Journal]
  27. Ding-Zhu Du, Haesun Park
    On Competitive Group Testing. [Citation Graph (0, 0)][DBLP]
    SIAM J. Comput., 1994, v:23, n:5, pp:1019-1025 [Journal]
  28. Franklin T. Luk, Haesun Park
    Fault-Tolerant Matrix Triangularizations on Systolic Arrays. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Computers, 1988, v:37, n:11, pp:1434-1438 [Journal]
  29. Franklin T. Luk, Haesun Park
    A Proof of Convergence for Two Parallel Jacobi SVD Algorithms. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Computers, 1989, v:38, n:6, pp:806-811 [Journal]
  30. Hyunsoo Kim, Barry L. Drake, Haesun Park
    Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:5, pp:603-612 [Journal]
  31. Jieping Ye, Ravi Janardan, Qi Li, Haesun Park
    Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:10, pp:1312-1322 [Journal]
  32. Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar
    IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2005, v:17, n:9, pp:1208-1222 [Journal]
  33. Jesse L. Barlow, Haesun Park, Patrick J. F. Groenen, Hongyuan Zha
    2nd Special issue on matrix computations and statistics. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2006, v:50, n:1, pp:1-4 [Journal]
  34. Hyunsoo Kim, Haesun Park, Hongyuan Zha
    Distance Preserving Dimension Reduction for Manifold Learning. [Citation Graph (0, 0)][DBLP]
    SDM, 2007, pp:- [Conf]
  35. Hyunsoo Kim, Haesun Park
    Cancer Class Discovery Using Non-negative Matrix Factorization Based on Alternating Non-negativity-Constrained Least Squares. [Citation Graph (0, 0)][DBLP]
    ISBRA, 2007, pp:477-487 [Conf]
  36. Hyunsoo Kim, Haesun Park
    Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis. [Citation Graph (0, 0)][DBLP]
    Bioinformatics, 2007, v:23, n:12, pp:1495-1502 [Journal]
  37. Hyunsoo Kim, Barry L. Drake, Haesun Park
    Multiclass classifiers based on dimension reduction with generalized LDA. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:11, pp:2939-2945 [Journal]
  38. Cheong Hee Park, Haesun Park
    A comparison of generalized linear discriminant analysis algorithms. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2008, v:41, n:3, pp:1083-1097 [Journal]

  39. Non-negative Tensor Factorization Based on Alternating Large-scale Non-negativity-constrained Least Squares. [Citation Graph (, )][DBLP]


  40. Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization. [Citation Graph (, )][DBLP]


  41. CallRank: Combating SPIT Using Call Duration, Social Networks and Global Reputation. [Citation Graph (, )][DBLP]


  42. Efficient GSVD Based Multi-User MIMO Linear Precoding and Antenna Selection Scheme. [Citation Graph (, )][DBLP]


  43. Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons. [Citation Graph (, )][DBLP]


  44. Linear discriminant analysis for data with subcluster structure. [Citation Graph (, )][DBLP]


  45. Hierarchical Linear Discriminant Analysis for Beamforming. [Citation Graph (, )][DBLP]


  46. p-ISOMAP: An Efficient Parametric Update for ISOMAP for Visual Analytics. [Citation Graph (, )][DBLP]


  47. A Comparison of Unsupervised Dimension Reduction Algorithms for Classification. [Citation Graph (, )][DBLP]


  48. Exponential Modeling with Unknown Model Order Using Structured Nonlinear Total Least Norm. [Citation Graph (, )][DBLP]


  49. Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. [Citation Graph (, )][DBLP]


  50. Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. [Citation Graph (, )][DBLP]


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