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Haesun Park

Papers on DiSC'06


IDR/QR: an incremental dimension reduction algorithm via QR decomposition

Publications


Note: Links lead to the DBLP on the Web.

Haesun Park

Hyunsoo Kim , Barry L. Drake , Haesun Park: Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors. IEEE Trans. Knowl. Data Eng. 18 (5): 603-612 (2006)

Peg Howland , Jianlin Wang , Haesun Park: Solving the small sample size problem in face recognition using generalized discriminant analysis. Pattern Recognition 39 (2): 277-287 (2006)

Hyunsoo Kim , Gene H. Golub , Haesun Park: Missing value estimation for DNA microarray gene expression data: local least squares imputation. Bioinformatics 21 (2): 187-198 (2005)

Jieping Ye , Qi Li , Hui Xiong , Haesun Park, Ravi Janardan , Vipin Kumar : IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. IEEE Trans. Knowl. Data Eng. 17 (9): 1208-1222 (2005)

Cheong Hee Park , Haesun Park: Fingerprint classification using fast Fourier transform and nonlinear discriminant analysis. Pattern Recognition 38 (4): 495-503 (2005)

Hyunsoo Kim , Gene H. Golub , Haesun Park: Imputation of Missing Values in DNA Microarray Gene Expression Data. CSB 2004 : 572-573

Hyunsoo Kim , Haesun Park: Incremental and Decremental Least Squares Support Vector Machine and Its Application to Drug Design. CSB 2004 : 656-657

Cheong Hee Park , Haesun Park, Panos M. Pardalos : A Comparative Study of Linear and Nonlinear Feature Extraction Methods. ICDM 2004 : 495-498

Jieping Ye , Ravi Janardan , Qi Li , Haesun Park: Feature extraction via generalized uncorrelated linear discriminant analysis. ICML 2004

Jieping Ye , Qi Li , Hui Xiong , Haesun Park, Ravi Janardan , Vipin Kumar : IDR/QR: an incremental dimension reduction algorithm via QR decomposition. KDD 2004 : 364-373

Hyunsoo Kim , Haesun Park: Data Reduction in Support Vector Machines by a Kernelized Ionic Interaction Model. SDM 2004

Peg Howland , Haesun Park: Equivalence of Several Two-Stage Methods for Linear Discriminant Analysis. SDM 2004

Jieping Ye , Ravi Janardan , Cheong Hee Park , Haesun Park: An Optimization Criterion for Generalized Discriminant Analysis on Undersampled Problems. IEEE Trans. Pattern Anal. Mach. Intell. 26 (8): 982-994 (2004)

Peg Howland , Haesun Park: Generalizing Discriminant Analysis Using the Generalized Singular Value Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 26 (8): 995-1006 (2004)

Cheong Hee Park , Haesun Park: Nonlinear feature extraction based on centroids and kernel functions. Pattern Recognition 37 (4): 801-810 (2004)

Cheong Hee Park , Haesun Park: Efficient Nonlinear Dimension Reduction for Clustered Data Using Kernel Functions. ICDM 2003 : 243-250

Jieping Ye , Ravi Janardan , Cheong Hee Park , Haesun Park: A new optimization criterion for generalized discriminant analysis on undersampled problems. ICDM 2003 : 419-426

Haesun Park, Weili Wu , Zhen Liu , Xiaoyu Wu , Hong G. Zhao : DNA Screening, Pooling Design and Simplicial Complex. J. Comb. Optim. 7 (4): 389-394 (2003)

Sabine Van Huffel , Haesun Park: Parallel Tri- and Bi-Diagonalization of Bordered Bidiagonal Matrices. Parallel Computing 20 (8): 1107-1128 (1994)

Ding-Zhu Du , Haesun Park: On Competitive Group Testing. SIAM J. Comput. 23 (5): 1019-1025 (1994)

Andrew A. Anda , Haesun Park: Fast QR Decomposition for Weighted Least Squares Problems. PPSC 1993 : 399-404

Haesun Park, L. Magnus Ewerbring : An Algorithm for the Generalized Singular Value Decomposition on Massively Parallel Computers. J. Parallel Distrib. Comput. 17 (4): 267-276 (1993)

Haesun Park: On Multiple Error Detection in Matrx Triangularizations Using Checksum Methods. J. Parallel Distrib. Comput. 14 (1): 90-97 (1992)

Haesun Park, L. Magnus Ewerbring : An algorithm for the generalized singular value decomposition on massively parallel computers. ICS 1991 : 136-145

Patricia J. Eberlein , Haesun Park: Efficient Implementation of Jacobi Algorithms and Jacobi Sets on Distributed Memory Architectures. J. Parallel Distrib. Comput. 8 (4): 358-366 (1990)

Franklin T. Luk , Haesun Park: A Proof of Convergence for Two Parallel Jacobi SVD Algorithms. IEEE Trans. Computers 38 (6): 806-811 (1989)

Franklin T. Luk , Haesun Park: Fault-Tolerant Matrix Triangularizations on Systolic Arrays. IEEE Trans. Computers 37 (11): 1434-1438 (1988)

Franklin T. Luk , Haesun Park: An Analysis of Algorithm-Based Fault Tolerance Techniques. J. Parallel Distrib. Comput. 5 (2): 172-184 (1988)

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