Selected Publications by Haesun Park
2014

SymNMF: Nonnegative lowrank approximation of a similarity matrix for graph
clustering
,
Journal of Global Optimization
,
to appear.
(with D. Kuang and S. Yun)

Hierarchical clustering of hyperspectral images using ranktwo
nonnegative matrix factorization
,
IEEE Transactions on Geoscience and Remote Sensing,
to appear. (with N. Gillis and D. Kuang)

Weakly supervised nonnegative matrix factorization for
userdriven clustering,
Data Mining and Knowledge Discovery,
to appear.
(with J. Choo, C. Lee, and C. Reddy)
 Algorithms for nonnegative matrix and tensor factorizations: A unified view based on block coordinate descent framework,
Journal of Global Optimization, 58(2): 285319, 2014. (with J.Kim and Y. He)

Visual analytics for interactive exploration of largescale
document data via Nonnegative Matrix Factorization
,
Proceedings for BigData Innovators Gathering (BIG) 2014,
colocated with WWW2014, Seoul, Korea,
2014.
(with J. Choo and B. Drake)

Understanding and leveraging communities in microlending recommendation
,
Proceedings for the Twentythird International Conference on
World Wide Web (WWW), pp. 249260, Seoul, Korea,
, 2014.
(with J. Choo, D. Lee, B. Dilkina and H. Zha)

Understanding and promoting microfinance activities in Kiva.org
,
Proceedings for the
ACM Conference on Web Search and Data mining (WSDM14)}, pp. 583592,
NY, NY,
2014.
(with J. Choo, C. Lee, D. Lee, and H. Zha)
2013

Fast rank2 nonnegative matrix factorization for hierarchical
document clustering
,
Proceedings of the ACM SIG Conference on Knowledge Discovery and
Data Mining (KDD13), pp. 739747
, 2013.
(with D. Kuang)

UTOPIAN: Userdriven Topic modeling based on interactive nonnegative matrix factorization,
IEEE Transactions on Visualization and Computer Graphics (TVCG), 1912,
pp. 19922001, 2013.
(with J. Choo, C. Lee, and C. Reddy)

Customizing computational methods for visual analytics with big data
,
IEEE Computer Graphics and Applications, 334, pp. 2228, 2013. (with J. Choo)

Combining Computational Analyses and Interactive Visualization for Document Exploration and Sensemaking in Jigsaw
,
IEEE Transactions on Visualization and Computer Graphics (TVCG),
, 1910, pp. 16461663, 2013
(with C. Görg, Z. Liu, J. Kihm, J. Choo, and J. Stasko)

Bounded matrix factorization for recommender system
,
Knowledge and Information Systems,
to appear
(with R. Kannan and M. Ishteva).

Screen space and perceptionbased framework for efficient
computational algorithms in largescale visual analytics
,
IEEE Computer Graphics and Applications,
Special Issue  Big Data Visualization,
334:2228, 2013
(with J. Choo).
 An interactive visual testbed system of dimension reduction and clustering for largescale highdimensional data,
IS&T/SPIE Electonics Imaging 2013: Conference on Visualization and Data Analysis, Feb. 2013, Burlingame, CA, USA. (with J. Choo, H. Lee, Z. Liu, and J. Stasko)
2012
 Unfolding Latent Tree Structures using 4th Order Tensors,
arXiv preprint arXiv:1210.1258, 2012. (with M. Ishteva, and L. Song)
 A Visual Analytics Approach for Protein Disorder Prediction,
Expanding the Frontiers of Visual Analytics and Visualization pp. 163174, 2012. (with J. Choo, L. Fuxin, and K. Joo)
 Combining computational analyses and interactive visualization for document exploration and sensemaking in Jigsaw,
IEEE Transactions on Visualization and Computer Graphics, accepted, December 2012. (with C. Goerg, Z. Liu, J. Kihm, J. Choo, and J. Stasko)
 iVisClustering:an interactive visual document clustering via topic modeling,
Computer Graphics Forum, 31(3pt3):11551164, 2012. (with H. Lee, J. Kihm, J. Choo, and J. Stasko)
 Bounded matrix low rank approximation,
IEEE International Conference on Data Mining (ICDM12), 2012. (with R. Kannan and M. Ishteva)
 Learning the dependency structure of latent factors,
Conference on Neural Information Processing Systems (NIPS12), pp. 23752383, 2012. (with Y. He, Y. Qi, and K. Kavukcuoglu)
 Fast Bregman divergence NMF using Taylor expansion and coordinate descent,
Proceedings of ACM SIG Conference on Knowledge Discovery and Data Mining (KDD12), pp. 307315, Beijing, China, 2012. (with L. Li and G. Lebanon)
 Command Generation Techniques for a Pin Array using the SVD and the SNMF,
Proceedings of the 10th IFAC Symposium on Robot Control (SYROCO12), pp. 411416, Dubrovnik, Croatia, 2012. (with R. Winck, J. Kim, and W.Book)
 SemiNonnegative Matrix Factorization for Inputcoupled Systems,
Proceedings of the American Control Conference, pp. 34843489, Montreal, Canada, 2012. (with R. Winck, J. Kim, and W. Book)
 Symmetric nonnegative matrix factorization for graph clustering,
Proceedings of the SIAM International Conference on Data Mining, 2012. (with D. Kuang and C. Ding)
 Group sparsity in nonnegative matrix factorization,
Proceedings of the SIAM International Conference on Data Mining, 2012. (with J.Kim and R. Monteiro)
 Heterogeneous data fusion via space alignment using nonmetric multidimensional scaling,
Proceedings of the SIAM International Conference on Data Mining, 2012. (with J. Choo et al.)
 A control loop structure based on seminonnegative matrix factorization for inputcoupled systems,
Proceedings of the SIAM International Conference on Data Mining, 2012. (with R. Winck, J. Kim and W. Book)
2011
 Polynomialtime approximation scheme for minimum connected dominating set under routing cost constraint in wireless sensor networks,
Theoretical Computer Science, 2011 (with H. Du, Q. Ye, J. Zhong, Y. Wang, and W. Lee)
 Fast nonnegative matrix factorization: An activesetlike method and comparisons,
SIAM Journal on Scientific Computing, 33(6), pp. 32613281, 2011. (with J.Kim)
 Fast nonnegative tensor factorization with an activesetlike method,
High Performance Scientific Comptuing: Algorithms and Applications, Springer, 2011. (with J.Kim)
 Sparse nonnegative matrix factorization for protein sequence motif discovery,
Expert Systems and Applications, 38(10):1319813207, 2011. (with W.Kim, B. Chen, J. Kim, and Y. Pan)
 A fast algorithm for sparse PCA and a new sparsity control criteria,
Proceedings of SIAM International Conference on Data Mining, Mesa, AR, April, 2011. (with Y. He, R. Monteiro)
 Statistical optimization of nonnegative matrix factorization,
Proceedings of The Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS) 2011, JMLR: W&CP 15, pp 128136, Fort Lauderdale, FL, USA, Apr. 1113, 2011. (with A. Korattikara, L. Boyles, M. Welling, and J. Kim)
2010
 Generalized Singular Value Decomposition based algorithm for multiuser multipleinput multipleoutput linear precoding and antenna selection,
IET Communications, 4(16):18991907, 2010. (with J. Park and J. Chun)
 PTAS for minimum connected dominating set with routing cost constraint in wireless sensor networks,
Proceedings of the 4th Annual International Conference on Combinatorial Optimization and Applications, pp. 252259, The Big Island, Hawaii, 2010. (with H. Du, Q. Ye, J. Zhong, and W. Lee)
 iVisClassifier: An interactive visual analytics system for classification based on supervised dimension reduction,
Proceedings of the IEEE Visual Analytics Science and Technology (VAST10) Conference, Salt Lake City, Utah, October, 2010. (with J. Choo, H. Lee, and J. Kihm)
 Fast activesettype algorithms for L1regularized linear regression,
Proceedings of the Thirteenth Internional Conference on Artificial Intelligence and Statistics (AISTATS10), May 2010. (with J. Kim)
 Supervised Raman spectra estimation based on Nonnegative rank deficient least squares,
Proceedings of the 13th International Conference on Information Fusion, Edinburgh, 2010. (with B. Drake, J. Kim, and M. Mallick)
 pISOMAP: Efficient Parameter Update for ISOMAP with Applications to Visualization,
Proceedings of SIAM International Conference on Data Mining, 2010. (with J. Choo, C. Reddy, and H. Lee)
2009
 Data Transformations and Representations for Computation and Visualization,
Information Visualization, 8:275285, 2009. (with D.J. Kasik, D. Ebert, G. Lebanon, and W.M. Pottenger)
 Raman spectra estimation with classical and nonnegative least squares,
Proceedings of the joint conference of ASCM2009 and MACIS2009, pp. 4453, Fukuoka, Japan, December 1417, 2009. (with B. Drake, J. Kim, and M. Mallick)
 Comparison of Raman spectra estimation algorithms,
Proceedings of the 12th International Conference on Information Fusion, pp. 22392246, Seattle, WA, July 69, 2009. (with M. Mallick, B. Drake, et al.)
 Efficient GSVD based multiuser MIMO linear precoding and antenna selection scheme,
Proceedings of IEEE International Conference on Communications (ICC09), pp. 16, Dresden, Germany, June 1418, 2009. (with J. Park and J. Chun)
 Twostage Methods for Linear Discriminant Analysis: Equivalent Results at a Lower Cost,
Technical Report GTCSE, 2009 (with P. Howland)
 Twostage Framework for Visualization of Clustered High Dimensional Data,
Proceedings of IEEE Symposium on Visual Analytics Science and Technology, 2009 (with J. Choo and S. Bohn)
 Hierarchical Linear Discriminant Analysis for Beamforming,
Proceedings of the SIAM International Conference on Data Mining, pp. 894905, 2009. (with J. Choo and B.L. Drake)
2008
 Statistical properties analysis of real world tournament selection in genetic algorithms,
Applied Intelligence, 282:195205, 2008. (with S. Lee, S. Soak, and M. Jeon)  Toward Faster Nonnegative Matrix Factorization: A New Algorithm and Comparisons,
Proceedings of the IEEE International Conference on Data Mining, pp. 353362, 2008. (with J. Kim)  Linear Discriminant Analysis for Hierarchically Clustered Data with Regularization,
Proceedings of the International Conference on Pattern Recognition, 2008. (with J. Choo and B.L. Drake)  Sparse Nonnegative Matrix Factorization for Clustering,
Technical Report GTCSE0801, 2008 (with J. Kim)  A comparison of generalized linear discriminant analysis algorithms,
Pattern Recognition, 413:10831097, 2008.
(with C. Park)  Nonnegative Matrix Factorization Based on Alternating Nonnegativityconstrained Least Squares and the Active Set Method,
SIAM Journal on Matrix Analysis and Applications,30(2):713730, 2008.
(with H. Kim)
2007
 Binary particle swarm optimization with bit change mutation,
IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, E90A10:22532256, 2007. (with S. Lee and M. Jeon)  Quality assessment of gene selection in microarray data,
Optimization Methods and Software, 221:145154, 2007. (with C. Park, M. Jeon, and P. Pardalos)  Distance preserving dimension reduction using the QR factorization and the Cholesky factorization,
Proceedings of IEEE 7th International Conference on Bioinformatics and Bioengineering (BIBE07), Vol. I, pp. 263269, Boston, MA, Oct. 1417, 2007. (with H. Kim and H. Zha)  A comparison of unsupervised dimension reduction algorithms for classification,
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine 2007 (BIBM07), pp. 7177, Silicon Valley, CA, Nov. 24, 2007. (with J. Choo, H. Kim, and H. Zha)  Cancer class discovery using nonnegative matrix factorization based on alternating nonnegativity constrained least squares,
Proceedings of ISBRA International Symposium on Bioinformatics Research and Applications (ISBRA07), Lecture Notes in Computer Science, Bioinformatics Research and Applications, 4462/2007, pp. 477487, 2007, Springer. (with H. Kim)  Distance preserving dimension reduction for manifold learning,
Proceedings of SIAM International Conference on Data Mining (SDM07), pp. 527532, Minneapolis, MN, April, 2007. (with H. Kim and H. Zha)  Nonnegative tensor factorization based on alternating largescale nonnegativityconstrained least squares,
Proceedings of IEEE 7th International Conference on Bioinformatics and Bioengineering (BIBE07),Vol. II, pp. 11471151, 2007.
(with H. Kim and L. Elden)  Fast Linear Discriminant Analysis using QR Decomposition and Regularization,
Technical Report GTCSE0721, 2007
(with B. Drake, S. Lee, and C. Park)  Sparse Nonnegative Matrix Factorizations via Alternating Nonnegativityconstrained Least Squares for Microarray Data Analysis,
Bioinformatics, 2312:14951502, 2007.
(with H. Kim)  Extracting Unrecognized Gene Relationships from the Biomedical Literature via Matrix Factorizations,
BMC Bioinformatics, 8(supp 9):S6, 2007.
(with H. Kim, and B. Drake )  Multiclass Classifiers Based on Dimension Reduction with Generalized LDA,
Pattern Recognition, 4011:29392945, 2007.
(with H. Kim, and B. Drake )  CallRank: Combating SPIT using call duration, social networks, and global reputation,
The Proceedings of the Fourth Conference on Email and AntiSpam (CEAS2007), Mountain View, CA, Aug. 2007.
(with V.A. Balasubramaniyan and M. Ahamad)
2006
 Sparse nonnegative matrix factorizations via alternating nonnegativityconstraint least squares,
Proceedings of the IASTED International Conference on Computational and Systems Biology (CASB06), pp. 95100, Dallas, TX, November, 2006. (with H. Kim)  Orthogonal nonnegative matrix trifactorizations for clustering,
Proceedings of the twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD06), pp. 126135, Philadelphia, PA, 2006. (with C. Ding, T. Li, and W. Peng)  Discriminant analysis using nonnegative matrix factorization for nonparametric multiclass classification,
Proceedings of the IEEE International Conference on Granular Computing, pp. 182187, Atlanta, GA, May 1012, 2006. (with H. Kim)  Feature extraction via generalized uncorrelated linear discriminant analysis,
IEEE Transactions on Knowledge and Data Engineering, vol. 18, No. 10, pp. 13121322, 2006.
(with J. Ye, R. Janarda, and Q. Li )  Adaptive nonlinear discriminant analysis by regularized minimum squared errors,
IEEE Transactions on Knowledge and Data Engineering,Vol. 18, No. 5, pp. 603612, 2006
(with H. Kim and B. Drake)  Solving the small sample size problem in face recognition using generalized discriminant analysis,
Pattern Recognition, 392, pp. 277287, 2006.
(with P. Howland and J. Wang)
2005
 Twodimensional concept vector machines based on an ionic interaction model,
Proceedings of the IEEE International Conference on Neural Networks and Brain (ICNN&B2005), pp. 19911995, Beijing, China, October 1315, 2005, Vol. 3. (with H. Kim)  A relationship between LDA and the generalized minimum squared error solution,
SIAM Journal on Matrix Analysis and Applications, 272, pp. 474492, 2005.
(with C. Park)  Nonlinear discriminant analysis using kernel functions and the generalized singular value decomposition,
SIAM Journal on Matrix Analysis and Applications, 271, pp. 98102, 2005.
(with C. Park)  A threestage framework for gene expression data analysis by L1 norm support vector regression,
International Journal of Bioinformatics Research and Applications, 11, pp. 5162, 2005.
(with H. Kim, J. Zhou, and H. Morse)  Fingerprint classification using fast Fourier transform and nonlinear discriminant analysis,
Pattern Recognition, Vol. 38, No. 4, pp. 495503, 2005.
(with C. Park)  IDR/QR: An incremental dimension reduction algorithm via QR decomposition,
IEEE Transaction on Knowledge and Data Engineering, Special Issue  Intelligent Data Preparation, 179:12081222, 2005.
(with J. Ye, Q. Li, H. Xiong, R. Janardan, and V. Kumar)  Missing value estimation for DNA microarray expression data: local least squares imputation,
Bioinformatics, 212, pp. 187198, 2005.
(with H. Kim and G. Golub)  Dimension reduction in text classification using support vector machines,
Journal of Machine Learning Research, 6, pp. 3753, 2005
(with H. Kim and P. Howland)
2004
 A comparative study of linear and nonlinear feature extraction methods,
Proceedings for the Fourth IEEE International Conference on Data Mining (ICDM04), pp. 495498, Brighton, United Kingdom, November, 2004. (with C. Park)  Imputation of missing values in DNA microarray gene expression data,
Proceedings of the IEEE Computer Society Bioinformatics Conference (CSB04), pp. 572573, Stanford, CA, August, 2004. (with H. Kim and G. Golub)  Incremental and decremental least squares support vector machine and its application to drug design,
Proceedings of the IEEE Computer Society Bioinformatics Conference (CSB04), pp. 656657, Stanford, CA, August, 2004. (with H. Kim)  Fingerprint classification using fast Fourier transform and nonlinear discriminant analysis,
Proceedings of UKC2004 (2004 USKorea Conference on Science, Technology and Entrepreneurship) 8, pp. 1214, Durham, NC, August, 2004. (with C. Park)  An incremental dimension reduction algorithm via QR decomposition,
Proceedings for the ACM SIGKDD conference (KDD04), pp. 364373, Seattle, WA, USA, August, 2004. (Out of 337 submitted papers, a total of 40 full papers were selected for oral presentation.) (with J. Ye, H. Xiong, R. Janardan, and V. Kumar)  Feature extraction via generalized uncorrelated linear discriminant analysis,
Proceedings for the twenty first International Conference on Machine Learning (ICML04), pp. 895902, Banff, Alberta, Canada, July, 2004. (with J. Ye, R. Janardan, and Q. Li)  Gene selection by LDA based on generalized singular value decomposition,
Proceedings for the Bioinformatics Workshop of the fourth SIAM International Conference on Data Mining (SDM04), pp. 3641, Kissimmee, FL, April, 2004. (with H. Kim)  Data reduction in support vector machines by a kernelized ionic interaction model,
Proceedings for the fourth SIAM International Conference on Data Mining (SDM04), pp. 507511, Kissimmee, FL, April, 2004. (with H. Kim)  Prediction of protein relative solvent accessibility with support vector machines and longrange interaction 3D local descriptor,
Proteins: structure, function, and bioinformatics, 543, pp. 557562, 2004.
(with H. Kim)  Nonlinear feature extraction based on centroids and kernel functions,
Pattern Recognition, 37:4, pp. 801810, 2004.
(with C. Park)  Generalizing Discriminant Analysis Using the Generalized Singular Value Decomposition,
IEEE Transactions on Pattern Analysis and Machine Intelligence, 268, pp. 9951006, 2004.
(with P. Howland)  An optimization criterion for generalized discriminant analysis on undersampled problems,
IEEE Transactions on Pattern Analysis and Machine Intelligence, 268, pp. 982994, 2004.
(with J. Ye, R. Janardan, and C. Park)  Equivalence of several twostage methods for linear discriminant analysis,
Proceedings of the Fourth SIAM International Conference on Data Mining, Kissimmee, FL, 2004.
(with P.Howland)
2003
 Nonlinear feature extraction based on centroids and kernel functions,
Proceedings for the Third IEEE International Conference on Data Mining (ICDM03), pp. 243250, Melbourne, Florida, 2003. (Out of 501 submitted papers, a total of 58 regular papers were selected for presentation.) (with C. Park)  A new optimization criterion for generalized discriminant analysis on undersampled problems,
Proceedings for the Third IEEE International Conference on Data Mining (ICDM03), pp. 419426, Melbourne, Florida, 2003. (Out of 501 submitted papers, a total of 58 regular papers were selected for presentation.) (with Y. Ye, R. Janardan, and C. Park)  Text categorization using support vector machines with dimension reduction,
Proceedings for the third SIAM international workshop on text mining (SDM03), pp. 4859, San Francisco, CA, May, 2003. (with H. Kim and P. Howland)  Protein secondary structure prediction by an improved support vector machines approaches,
Protein Engineering, 168, pp.18,2003.
(with H. Kim)  DNA screening, pool designs, and simplicial complex,
Journal of Combinatorial Optimization, 74, pp. 389394, 2003.
(with C.Li, W.Wu, X.Wu, and H.G.Zhao)  Structure preserving dimension reduction for clustered text data based on the generalized singular value decomposition,
SIAM Journal on Matrix Analysis and Applications, 251:165179, 2003.
(with P. Howland and M. Jeon)  Lower dimensional representation of text data based on centroids and least squares,
BIT, 432:122, 2003.
(with M. Jeon and J.B. Rosen)  A decision criterion for the optimal number of clusters in hierarchical clustering,
Journal of Global Optimization, 25:91111, 2003.
(with Y. Jung, D.Z. Du, and B.L. Drake)  Exponential modeling with unknown model order using structured nonlinear total least norm,
Advances in Computational Mathematics, 19:307322, 2003
(with L. Zhang and J.B. Rosen)
2002
2001
 A balanced termweighting scheme for improved document comparison and classification,
Proceedings for the first SIAM international workshop on text mining (SDM01), Chicago, IL, April, 2001. (with Y. Jung and D.Z. Du)  Dimension reduction based on centroids and least squares for efficient processing of text data,
Proceedings for the first SIAM international workshop on text mining (SDM01), Chicago, IL, April, 2001. (with M. Jeon and J.B. Rosen)
2000
 Schurtype methods for solving least squares problems with Toeplitz structure,
SIAM Journal on Scientific Computing, 222, pp. 406430, 2000.
(with L. Eldén)  Signal identification using a least L_1 norm algorithm,
Optimization and Engineering, 1, pp. 5165, 2000.
(with J.B. Rosen, and J. Glick)  Accurate solution to overdetermined linear equations with errors using L_1 norm minimization,
Computational Optimization and Applications, 17, pp. 329341, 2000.
(with J. B. Rosen, J. Glick, L. Zhang)  Distributed simulation of freeway traffic flows using personal computers,
ComputerAided Civil and Infrastructure Engineering, 15, pp. 167175, 2000.
(with E. Kwon and B. Choi)
1999
 A Procrustes problem on the Stiefel manifold,
Numerische Mathematik, 82, pp. 599619, 1999.
(with L. Eldén)  Low rank approximation of a Hankel matrix by structured total least norm,
BIT, 39:4, pp. 757779, 1999.
(with J.B. Rosen and L. Zhang)  Structured total least norm for nonlinear problems,
SIAM Journal on Matrix Analysis and Applications, 201:1430, 1999. (with J.B. Rosen and J. Glick)
1998
 A personal computerbased parallel simulation system for online assessment of freeway operational strategies,
the Proceedings for the 4th Annual ITS World Congress, 1998. (with E. Kwon and B. Choi)
1997
 Stability analysis and fast algorithms for triangularization of Toeplitz matrices,
Numerische Mathematik, 763, pp. 383400, 1997.
(with L. Eldén)  Schurtype methods based on subspace criteria,
the Proceedings for the IEEE Int. Symp. on Circuits and Systems, pp. 26612664, Hong Kong, 1997. (with J¨urgen G¨otze)  Parallel simulation of freeway traffic flows on a personal computerbased distributed computing system,
the Proceedings for the 3rd Annual ITS World Congress, pp. 3642, 1997. (with E. Kwon and K. Yoo)
1996
 Formulation and solution of structured Total Least Norm problems for parameter estimation,
IEEE Transactions on Signal Processing, 4410, pp. 24642474,, 1996.
(with S. Van Huffel and J.B. Rosen)  Total least norm formulation and solution for structured problems,
SIAM Journal on Matrix Analysis and Applications, 171, pp. 110128, 1996.
(with J.B. Rosen and J. Glick)  Selfscaling fast rotations for stiff least squares problems,
Linear Algebra and its Applications, 234, pp. 137161, 1996.
(with A.A. Anda)  Perturbation and error analyses for block downdating of a Cholesky decomposition,
BIT, 36, pp. 239255, 1996.
(with L. Eldén)  Accurate downdating of a QR decomposition,
BIT, 361, pp. 166181, 1996.
(with K. Yoo)
1995
 Downdating rankrevealing URV decomposition,
SIAM Journal on Matrix Analysis and Applications, 161, pp. 138155, 1995.
(with L. Eldén)  Fast residual computation for sliding window recursive least squares methods,
Signal Processing, Vol. 45, No. 1, pp. 8595, 1995.
(with K. Yoo)  Efficient reduction algorithms for bordered band matrices,
Numerical Linear Algebra with Applications, Special issue dedicated to Parlett and Kahan, 22, pp. 95114, 1995.
(with S. Van Huffel)  Twoway bidiagonalization scheme for downdating the singular value decomposition,
Linear Algebra and its Applications, 222, pp.117, 1995.
(with S. Van Huffel)  Structure preserving total least squares method and its application to parameter estimation. SVD and signal processing, III:
Algorithms, architectures and applications. Ed. M. Moonen and B. De Moor, pp. 399406, Elsevier, 1995.
(with J.B. Rosen and S. Van Huffel)  Structured total least norm method for Toeplitz problems,
the proceedings for IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol. 2, pp. 11411144, Detroit, MI, May, 1995. (with J.B. Rosen and J. Glick)  Total least norm problem formulation and solution of structured problems in parameter extraction,
Proceedings of the ProRISC/IEEE Benelux Workshop on Circuits, Systems and Signal Processing, pp. 317326, Mierlo, The Netherlands, March 2224, 1995. (with S. Van Huffel and J.B. Rosen)
1994
 Block downdating of least squares solutions,
SIAM Journal on Matrix Analysis and Applications, 153, pp. 10181034, 1994.
(with L. Eldén)  Accurate downdating of least squares solutions,
SIAM Journal on Matrix Analysis and Applications, 152, pp. 549568, 1994.
(with Å. Björck and L. Eldén)  ESPRIT directionofarrival estimation in the presence of spatially correlated noise,
SIAM Journal on Matrix Analysis and Applications, 151, pp. 185193, 1994.  Fast plane rotations with dynamic scaling,
SIAM Journal on Matrix Analysis and Applications, 151, pp. 162174, 1994.
(with A. Anda)  On competitive algorithms for group testing,
SIAM Journal on Computing, 235, pp. 10191025, 1994.
(with D.Z. Du)  Perturbation analysis for block downdating of a Cholesky decomposition,
Numerische Mathematik, 68, pp. 457467, 1994.
(with L. Eldén).  Parallel tri and bidiagonalization of bordered bidiagonal matrices,
Parallel Computing, 20, pp. 11071128, 1994. (with S. Van Huffel)  Fast algorithms for exponential data modeling,
the proceedings for IEEE International Conference on Acoustics, Speech, and Signal Processing, Vol 4, pp. 2528, Adelaide, Australia, April 1922, 1994. (with L. Eld´en and S. Van Huffel)
1993
 An algorithm for the generalized singular value decomposition on massively parallel computers,
Journal of Parallel and Distributed Computing, 17, pp. 267276, 1993. (with L.M. Ewerbring)  A real algorithm for the Hermitian eigenvalue decomposition,
BIT, 33, pp. 158171, 1993. (with V. Hari)  Fast and accurate Toeplitz matrix triangularization for linear prediction,
IEEE workshop on VLSI Signal Processing VI, pp. 343352, 1993. (with L. Eld´en)  Improved parallel algorithm for band matrix reconstruction,
Proceedings of the ProRISC IEEE Workshop on Circuits, Systems and Signal Processing, pp. 275280, Houthalen, Belgium, March 2425, 1993. (with S. Van Huffel)
1992
 On multiple error detection in matrix triangularizations using checksum methods,
Journal of Parallel and Distributed Computing, 14, pp. 9097, 1992.  Fast computation of eigenvalue decompositions on vector architectures,
Advances in Optimization and Parallel Computing, pp. 2641, NorthHolland, 1992. (with A.A. Anda)
1991
 A parallel algorithm for the unbalanced orthogonal Procrustes problem,
Parallel Computing, 17, pp. 913923, 1991.  An algorithm for the generalized singular value decomposition on massively parallel computers,
Proceedings for the ACM International Conference on Supercomputing, pp. 136145, 1991. (with L.M. Ewerbring)
1990
 Efficient implementation of Jacobi algorithms and Jacobi sets on distributed memory architectures,
Journal of Parallel and Distributed Computing, special issue on
Algorithms for Hypercube Computers, 8, pp. 358366, 1990. (with P.J. Eberlein)  Efficient diagonalization of oversized matrices on a distributedmemory multiprocessor,
Annals of Operations Research, 22, pp. 253269, 1990.  Matrix diagonalization algorithms for oversized problems on a distributedmemory multiprocessor,
Mathematics in Signal Processing II, ed. J.G. McWhirter, Oxford University Press, pp. 615630, 1990.  The parallel solution of the matrix eigenproblem with applications in control theory,
Signal Processing, Scattering and Operator Theory, and Numerical Methods,
ed. M.A. Kaashoek, J.H. Van Schuppen, and A.C.M. Ran, Birkhauser, pp. 373380, 1990.
(with D. Boley, R. Maier, and P.J. Eberlein)  Computing the generalized singular value decomposition on the Connection Machine,
Proceedings for SPIE conference on Advanced Signal Processing Algorithms, Architectures, and Implementations, pp. 392405, 1990. (with L.M. Ewerbring)
1989
 A proof of convergence for two parallel Jacobi SVD algorithms,
IEEE Transactions on Computers, 38(6), pp. 806811, 1989. (with F.T. Luk)  On parallel Jacobi orderings,
SIAM Journal on Scientific and Statistical Computing, 10(1), pp. 1826, 1989. (with F.T. Luk)  Eigensystem computation on hypercube architectures,
the Proceedings of the Fourth Conference on Hypercube Concurrent Computers and Application, pp. 689692, 1989. (with P.J. Eberlein)
1988
 An analysis of algorithmbased fault tolerance techniques,
Journal of Parallel and Distributed Computing, pp. 172184, 1988. (with F.T. Luk)  Faulttolerant matrix triangularizations on systolic arrays,
IEEE Transactions on Computers, 37(11), pp. 14341438, 1988. (with F.T. Luk)  Multiple error algorithmbased fault tolerance for matrix triangularizations,
Proceedings for SPIE Conference on Advanced Algorithms and Architectures for Signal Processing III, Vol. 975, pp. 258267, 1988.  Equivalence and convergence of parallel Jacobi SVD methods,
Proceedings for SPIE Conference on Advanced Algorithms and Architectures for Signal Processing, pp. 152159, 1987. (with F.T. Luk)
This page was last modified: September, 2014.