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Haesun Park
Haesun Park
Regents' Professor of Computational Science and Engineering, Georgia Institute of Technology
Adresse e-mail validée de cc.gatech.edu - Page d'accueil
Titre
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Année
Orthogonal nonnegative matrix t-factorizations for clustering
C Ding, T Li, W Peng, H Park
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
14992006
Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis
H Kim, H Park
Bioinformatics 23 (12), 1495-1502, 2007
10022007
Nonnegative matrix factorization based on alternating nonnegativity constrained least squares and active set method
H Kim, H Park
SIAM Journal on Matrix Analysis and Applications 30 (2), 713-730, 2008
7132008
Missing value estimation for DNA microarray gene expression data: local least squares imputation
H Kim, GH Golub, H Park
Bioinformatics 21 (2), 187-198, 2005
6442005
Fast nonnegative matrix factorization: An active-set-like method and comparisons
J Kim, H Park
SIAM Journal on Scientific Computing 33 (6), 3261-3281, 2011
629*2011
Effect of MW and concentration of chitosan on antibacterial activity of Escherichia coli
N Liu, XG Chen, HJ Park, CG Liu, CS Liu, XH Meng, LJ Yu
Carbohydrate polymers 64 (1), 60-65, 2006
6272006
Symmetric nonnegative matrix factorization for graph clustering
D Kuang, C Ding, H Park
Proceedings of the 2012 SIAM international conference on data mining, 106-117, 2012
4802012
Generalizing discriminant analysis using the generalized singular value decomposition
P Howland, H Park
IEEE transactions on pattern analysis and machine intelligence 26 (8), 995-1006, 2004
4322004
Algorithms for nonnegative matrix and tensor factorizations: A unified view based on block coordinate descent framework
J Kim, Y He, H Park
Journal of Global Optimization 58, 285-319, 2014
3942014
Magnetic field imaging with nitrogen-vacancy ensembles
LM Pham, D Le Sage, PL Stanwix, TK Yeung, D Glenn, A Trifonov, ...
New Journal of Physics 13 (4), 045021, 2011
3772011
Dimension reduction in text classification with support vector machines.
H Kim, P Howland, H Park, N Christianini
Journal of machine learning research 6 (1), 2005
3752005
Utopian: User-driven topic modeling based on interactive nonnegative matrix factorization
J Choo, C Lee, CK Reddy, H Park
IEEE transactions on visualization and computer graphics 19 (12), 1992-2001, 2013
3512013
An optimization criterion for generalized discriminant analysis on undersampled problems
J Ye, R Janardan, CH Park, H Park
IEEE Transactions on Pattern Analysis and Machine Intelligence 26 (8), 982-994, 2004
3242004
An optimization criterion for generalized discriminant analysis on undersampled problems
J Ye, R Janardan, CH Park, H Park
IEEE Transactions on Pattern Analysis and Machine Intelligence 26 (8), 982-994, 2004
3242004
Sparse nonnegative matrix factorization for clustering
J Kim, H Park
Georgia Institute of Technology, 2008
2782008
Sparse nonnegative matrix factorization for clustering
J Kim, H Park
Georgia Institute of Technology, 2008
2752008
Protein secondary structure prediction based on an improved support vector machines approach
H Kim, H Park
Protein Engineering 16 (8), 553-560, 2003
2752003
Total least norm formulation and solution for structured problems
JB Rosen, H Park, J Glick
SIAM Journal on Matrix Analysis and Applications 17 (1), 110-126, 1996
2751996
A decision criterion for the optimal number of clusters in hierarchical clustering
Y Jung, H Park, DZ Du, BL Drake
Journal of Global Optimization 25 (1), 91-111, 2003
2312003
Structure preserving dimension reduction for clustered text data based on the generalized singular value decomposition
P Howland, M Jeon, H Park
SIAM Journal on Matrix Analysis and Applications 25 (1), 165-179, 2003
2312003
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