| 2011 |
|---|
| 67 | Sparse nonnegative matrix factorization for protein sequence motif discovery. Wooyoung Kim, Bernard Chen, Jingu Kim, Yi Pan, Haesun Park. Expert Syst. Appl. (38): 13198-13207 (2011). Web SearchBibTeXDownload |
| 66 | Statistical Optimization of Non-Negative Matrix Factorization. Anoop Korattikara Balan, Levi Boyles, Max Welling, Jingu Kim, Haesun Park. Journal of Machine Learning Research - Proceedings Track (15): 128-136 (2011). Web SearchBibTeXDownload |
| 65 | A Fast Algorithm for Sparse PCA and a New Sparsity Control Criteria. Yunlong He, Renato Monteiro, Haesun Park. SDM 2011, 771-782. Web SearchBibTeXDownload |
| 2010 |
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| 64 | PTAS for Minimum Connected Dominating Set with Routing Cost Constraint in Wireless Sensor Networks. Hongwei Du, Qiang Ye, Jioafei Zhong, Yuexuan Wang, Wonjun Lee, Haesun Park. COCOA (1) 2010, 252-259. Web SearchBibTeXDownload |
| 63 | iVisClassifier: An interactive visual analytics system for classification based on supervised dimension reduction. Jaegul Choo, Hanseung Lee, Jaeyeon Kihm, Haesun Park. IEEE VAST 2010, 27-34. Web SearchBibTeXDownload |
| 62 | Data ingestion and evidence marshalling in Jigsaw VAST 2010 Mini Challenge 1 award: Good support for data ingest. Zhicheng Liu, Carsten Görg, Jaeyeon Kihm, Hanseung Lee, Jaegul Choo, Haesun Park, John T. Stasko. IEEE VAST 2010, 271-272. Web SearchBibTeXDownload |
| 61 | GeneTracer: Gene sequence analysis of disease mutations VAST 2010 mini challenge 3 award: Excellent process explanation. Hanseung Lee, Jaegul Choo, Carsten Görg, Jaeeun Shim, Jaeyeon Kihm, Zhicheng Liu, Haesun Park, John T. Stasko. IEEE VAST 2010, 291-292. Web SearchBibTeXDownload |
| 60 | Fast Active-set-type Algorithms for L1-regularized Linear Regression. Jingu Kim, Haesun Park. Journal of Machine Learning Research - Proceedings Track (9): 397-404 (2010). Web SearchBibTeXDownload |
| 59 | p-ISOMAP: An Efficient Parametric Update for ISOMAP for Visual Analytics. Jaegul Choo, Chandan K. Reddy, Hanseung Lee, Haesun Park. SDM 2010, 502-513. Web SearchBibTeXDownload |
| 2009 |
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| 58 | Efficient GSVD Based Multi-User MIMO Linear Precoding and Antenna Selection Scheme. Jaehyun Park, Joohwan Chun, Haesun Park. ICC 2009, 1-6. Web SearchBibTeXDownload |
| 57 | Two-stage framework for visualization of clustered high dimensional data. Jaegul Choo, Shawn Bohn, Haesun Park. IEEE VAST 2009, 67-74. Web SearchBibTeXDownload |
| 56 | Data transformations and representations for computation and visualization. David J. Kasik, David S. Ebert, Guy Lebanon, Haesun Park, William M. Pottenger. Information Visualization (8): 275-285 (2009). Web SearchBibTeXDownload |
| 55 | Hierarchical Linear Discriminant Analysis for Beamforming. Jaegul Choo, Barry L. Drake, Haesun Park. SDM 2009, 894-905. Web SearchBibTeXDownload |
| 2008 |
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| 54 | Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. Hyunsoo Kim, Haesun Park, Barry L. Drake. BMC Bioinformatics (9) (2008). Web SearchBibTeXDownload |
| 53 | Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons. Jingu Kim, Haesun Park. ICDM 2008, 353-362. Web SearchBibTeXDownload |
| 52 | Linear discriminant analysis for data with subcluster structure. Haesun Park, Jaegul Choo, Barry L. Drake, Jinwoo Kang. ICPR 2008, 1-4. Web SearchBibTeXDownload |
| 51 | A comparison of generalized linear discriminant analysis algorithms. Cheong Hee Park, Haesun Park. Pattern Recognition (41): 1083-1097 (2008). Web SearchBibTeXDownload |
| 50 | Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method. Hyunsoo Kim, Haesun Park. SIAM J. Matrix Analysis Applications (30): 713-730 (2008). Web SearchBibTeXDownload |
| 2007 |
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| 49 | Non-negative Tensor Factorization Based on Alternating Large-scale Non-negativity-constrained Least Squares. Hyunsoo Kim, Haesun Park, Lars Eldén. BIBE 2007, 1147-1151. Web SearchBibTeXDownload |
| 48 | Distance Preserving Dimension Reduction Using the QR Factorization or the Cholesky Factorization. Hyunsoo Kim, Haesun Park, Hongyuan Zha. BIBE 2007, 263-269. Web SearchBibTeXDownload |
| 47 | A Comparison of Unsupervised Dimension Reduction Algorithms for Classification. Jaegul Choo, Hyunsoo Kim, Haesun Park, Hongyuan Zha. BIBM 2007, 71-77. Web SearchBibTeXDownload |
| 46 | Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis. Hyunsoo Kim, Haesun Park. Bioinformatics (23): 1495-1502 (2007). Web SearchBibTeXDownload |
| 45 | Extracting unrecognized gene relationships from the biomedical literature via matrix factorizations. Hyunsoo Kim, Haesun Park, Barry L. Drake. BMC Bioinformatics (8) (2007). Web SearchBibTeXDownload |
| 44 | CallRank: Combating SPIT Using Call Duration, Social Networks and Global Reputation. Vijay Balasubramaniyan, Mustaque Ahamad, Haesun Park. CEAS 2007. Web SearchBibTeXDownload |
| 43 | Binary Particle Swarm Optimization with Bit Change Mutation. Sangwook Lee, Haesun Park, Moongu Jeon. IEICE Transactions (90-A): 2253-2256 (2007). Web SearchBibTeXDownload |
| 42 | Cancer Class Discovery Using Non-negative Matrix Factorization Based on Alternating Non-negativity-Constrained Least Squares. Hyunsoo Kim, Haesun Park. ISBRA 2007, 477-487. Web SearchBibTeXDownload |
| 41 | Multiclass classifiers based on dimension reduction with generalized LDA. Hyunsoo Kim, Barry L. Drake, Haesun Park. Pattern Recognition (40): 2939-2945 (2007). Web SearchBibTeXDownload |
| 40 | Distance Preserving Dimension Reduction for Manifold Learning. Hyunsoo Kim, Haesun Park, Hongyuan Zha. SDM 2007. Web SearchBibTeXDownload |
| 2006 |
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| 39 | Missing value estimation for DNA microarray gene expression data: local least squares imputation. Hyunsoo Kim, Gene H. Golub, Haesun Park. Bioinformatics (22): 1410-1411 (2006). Web SearchBibTeXDownload |
| 38 | 2nd Special issue on matrix computations and statistics. Jesse L. Barlow, Haesun Park, Patrick J. F. Groenen, Hongyuan Zha. Computational Statistics & Data Analysis (50): 1-4 (2006). Web SearchBibTeXDownload |
| 37 | Discriminant analysis using nonnegative matrix factorization for nonparametric multiclass classification. Hyunsoo Kim, Haesun Park. GrC 2006, 182-187. Web SearchBibTeXDownload |
| 36 | Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis. Jieping Ye, Ravi Janardan, Qi Li, Haesun Park. IEEE Trans. Knowl. Data Eng. (18): 1312-1322 (2006). Web SearchBibTeXDownload |
| 35 | Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors. Hyunsoo Kim, Barry L. Drake, Haesun Park. IEEE Trans. Knowl. Data Eng. (18): 603-612 (2006). Web SearchBibTeXDownload |
| 34 | Orthogonal nonnegative matrix t-factorizations for clustering. Chris H. Q. Ding, Tao Li, Wei Peng, Haesun Park. KDD 2006, 126-135. Web SearchBibTeXDownload |
| 33 | Solving the small sample size problem in face recognition using generalized discriminant analysis. Peg Howland, Jianlin Wang, Haesun Park. Pattern Recognition (39): 277-287 (2006). Web SearchBibTeXDownload |
| 2005 |
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| 32 | Missing value estimation for DNA microarray gene expression data: local least squares imputation. Hyunsoo Kim, Gene H. Golub, Haesun Park. Bioinformatics (21): 187-198 (2005). Web SearchBibTeXDownload |
| 31 | IDR/QR: An Incremental Dimension Reduction Algorithm via QR Decomposition. Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar. IEEE Trans. Knowl. Data Eng. (17): 1208-1222 (2005). Cited by 27Web SearchBibTeXDownload |
| 30 | A three-stage framework for gene expression data analysis by L1-norm support vector regression. Hyunsoo Kim, Jeff X. Zhou, Herbert C. Morse III, Haesun Park. IJBRA (1): 51-62 (2005). Web SearchBibTeXDownload |
| 29 | Dimension Reduction in Text Classification with Support Vector Machines. Hyunsoo Kim, Peg Howland, Haesun Park. Journal of Machine Learning Research (6): 37-53 (2005). Web SearchBibTeXDownload |
| 28 | Fingerprint classification using fast Fourier transform and nonlinear discriminant analysis. Cheong Hee Park, Haesun Park. Pattern Recognition (38): 495-503 (2005). Web SearchBibTeXDownload |
| 27 | A Relationship between Linear Discriminant Analysis and the Generalized Minimum Squared Error Solution. Cheong Hee Park, Haesun Park. SIAM J. Matrix Analysis Applications (27): 474-492 (2005). Web SearchBibTeXDownload |
| 26 | Nonlinear Discriminant Analysis Using Kernel Functions and the Generalized Singular Value Decomposition. Cheong Hee Park, Haesun Park. SIAM J. Matrix Analysis Applications (27): 87-102 (2005). Web SearchBibTeXDownload |
| 2004 |
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| 25 | Imputation of Missing Values in DNA Microarray Gene Expression Data. Hyunsoo Kim, Gene H. Golub, Haesun Park. CSB 2004, 572-573. Web SearchBibTeXDownload |
| 24 | Incremental and Decremental Least Squares Support Vector Machine and Its Application to Drug Design. Hyunsoo Kim, Haesun Park. CSB 2004, 656-657. Web SearchBibTeXDownload |
| 23 | A Comparative Study of Linear and Nonlinear Feature Extraction Methods. Cheong Hee Park, Haesun Park, Panos M. Pardalos. ICDM 2004, 495-498. Web SearchBibTeXDownload |
| 22 | Feature extraction via generalized uncorrelated linear discriminant analysis. Jieping Ye, Ravi Janardan, Qi Li, Haesun Park. ICML 2004. Web SearchBibTeXDownload |
| 21 | An Optimization Criterion for Generalized Discriminant Analysis on Undersampled Problems. Jieping Ye, Ravi Janardan, Cheong Hee Park, Haesun Park. IEEE Trans. Pattern Anal. Mach. Intell. (26): 982-994 (2004). Web SearchBibTeXDownload |
| 20 | Generalizing Discriminant Analysis Using the Generalized Singular Value Decomposition. Peg Howland, Haesun Park. IEEE Trans. Pattern Anal. Mach. Intell. (26): 995-1006 (2004). Web SearchBibTeXDownload |
| 19 | IDR/QR: an incremental dimension reduction algorithm via QR decomposition. Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Janardan, Vipin Kumar. KDD 2004, 364-373. Web SearchBibTeXDownload |
| 18 | Nonlinear feature extraction based on centroids and kernel functions. Cheong Hee Park, Haesun Park. Pattern Recognition (37): 801-810 (2004). Web SearchBibTeXDownload |
| 17 | Equivalence of Several Two-Stage Methods for Linear Discriminant Analysis. Peg Howland, Haesun Park. SDM 2004. Web SearchBibTeXDownload |
| 16 | Data Reduction in Support Vector Machines by a Kernelized Ionic Interaction Model. Hyunsoo Kim, Haesun Park. SDM 2004. Web SearchBibTeXDownload |
| 2003 |
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| 15 | Exponential Modeling with Unknown Model Order Using Structured Nonlinear Total Least Norm. Lei Zhang, Haesun Park, J. Ben Rosen. Adv. Comput. Math. (19): 307-322 (2003). Web SearchBibTeXDownload |
| 14 | Efficient Nonlinear Dimension Reduction for Clustered Data Using Kernel Functions. Cheong Hee Park, Haesun Park. ICDM 2003, 243-250. Web SearchBibTeXDownload |
| 13 | A new optimization criterion for generalized discriminant analysis on undersampled problems. Jieping Ye, Ravi Janardan, Cheong Hee Park, Haesun Park. ICDM 2003, 419-426. Web SearchBibTeXDownload |
| 12 | DNA Screening, Pooling Design and Simplicial Complex. Haesun Park, Weili Wu, Zhen Liu, Xiaoyu Wu, Hong G. Zhao. J. Comb. Optim. (7): 389-394 (2003). Web SearchBibTeXDownload |
| 11 | Structure Preserving Dimension Reduction for Clustered Text Data Based on the Generalized Singular Value Decomposition. Peg Howland, Moongu Jeon, Haesun Park. SIAM J. Matrix Analysis Applications (25): 165-179 (2003). Web SearchBibTeXDownload |
| 1994 |
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| 10 | Parallel Tri- and Bi-Diagonalization of Bordered Bidiagonal Matrices. Sabine Van Huffel, Haesun Park. Parallel Computing (20): 1107-1128 (1994). Web SearchBibTeXDownload |
| 9 | On Competitive Group Testing. Ding-Zhu Du, Haesun Park. SIAM J. Comput. (23): 1019-1025 (1994). Web SearchBibTeXDownload |
| 1993 |
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| 8 | An Algorithm for the Generalized Singular Value Decomposition on Massively Parallel Computers. Haesun Park, L. Magnus Ewerbring. J. Parallel Distrib. Comput. (17): 267-276 (1993). Web SearchBibTeXDownload |
| 7 | Fast QR Decomposition for Weighted Least Squares Problems. Andrew A. Anda, Haesun Park. PPSC 1993, 399-404. Cited by 1Web SearchBibTeX |
| 1992 |
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| 6 | On Multiple Error Detection in Matrx Triangularizations Using Checksum Methods. Haesun Park. J. Parallel Distrib. Comput. (14): 90-97 (1992). Web SearchBibTeXDownload |
| 1991 |
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| 5 | An algorithm for the generalized singular value decomposition on massively parallel computers. Haesun Park, L. Magnus Ewerbring. ICS 1991, 136-145. Web SearchBibTeXDownload |
| 1990 |
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| 4 | Efficient Implementation of Jacobi Algorithms and Jacobi Sets on Distributed Memory Architectures. Patricia J. Eberlein, Haesun Park. J. Parallel Distrib. Comput. (8): 358-366 (1990). Web SearchBibTeXDownload |
| 1989 |
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| 3 | A Proof of Convergence for Two Parallel Jacobi SVD Algorithms. Franklin T. Luk, Haesun Park. IEEE Trans. Computers (38): 806-811 (1989). Web SearchBibTeXDownload |
| 1988 |
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| 2 | Fault-Tolerant Matrix Triangularizations on Systolic Arrays. Franklin T. Luk, Haesun Park. IEEE Trans. Computers (37): 1434-1438 (1988). Web SearchBibTeXDownload |
| 1 | An Analysis of Algorithm-Based Fault Tolerance Techniques. Franklin T. Luk, Haesun Park. J. Parallel Distrib. Comput. (5): 172-184 (1988). Web SearchBibTeXDownload |
