Seungjin Choi

	2009
58		Jiho Yoo, Seungjin Choi: Weighted Nonnegative Matrix Co-Tri-Factorization for Collaborative Prediction. ACML 2009: 396-411
57		Jong Kyoung Kim, Seungjin Choi: Clustering with r-regular graphs. Pattern Recognition 42(9): 2020-2028 (2009)
56		Seunghak Lee, Seungjin Choi: Landmark MDS ensemble. Pattern Recognition 42(9): 2045-2053 (2009)
	2008
55		Heeyoul Choi, Seungjin Choi, Yoonsuck Choe: Manifold Integration with Markov Random Walks. AAAI 2008: 424-429
54		Heeyoul Choi, Ricardo Gutierrez-Osuna, Seungjin Choi, Yoonsuck Choe: Kernel oriented discriminant analysis for speaker-independent phoneme spaces. ICPR 2008: 1-4
53		Jiho Yoo, Seungjin Choi: Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds. IDEAL 2008: 140-147
52		Hyekyoung Lee, Seungjin Choi: CUR+NMF for learning spectral features from large data matrix. IJCNN 2008: 1592-1597
51		Seungjin Choi: Algorithms for orthogonal nonnegative matrix factorization. IJCNN 2008: 1828-1832
50		Sunho Park, Seungjin Choi: Gaussian process regression for voice activity detection and speech enhancement. IJCNN 2008: 2879-2882
49		Andrzej Cichocki, Yoshikazu Washizawa, Tomasz M. Rutkowski, Hovagim Bakardjian, Anh Huy Phan, Seungjin Choi, Hyekyoung Lee, Qibin Zhao, Liqing Zhang, Yuanqing Li: Noninvasive BCIs: Multiway Signal-Processing Array Decompositions. IEEE Computer 41(10): 34-42 (2008)
48		Sunho Park, Seungjin Choi: A constrained sequential EM algorithm for speech enhancement. Neural Networks 21(9): 1401-1409 (2008)
47		Sookjeong Kim, Jong Kyoung Kim, Seungjin Choi: Independent arrays or independent time courses for gene expression time series data analysis. Neurocomputing 71(10-12): 2377-2387 (2008)
46		Andrzej Cichocki, Hyekyoung Lee, Yong-Deok Kim, Seungjin Choi: Non-negative matrix factorization with alpha-divergence. Pattern Recognition Letters 29(9): 1433-1440 (2008)
	2007
45		Yong-Deok Kim, Seungjin Choi: Nonnegative Tucker Decomposition. CVPR 2007
44		Sunho Park, Seungjin Choi: Source Separation with Gaussian Process Models. ECML 2007: 262-273
43		Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari: Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. ICANNGA (2) 2007: 271-280
42		Yong-Deok Kim, Seungjin Choi: Color Face Tensor Factorization and Slicing for Illumination-Robust Recognition. ICB 2007: 19-28
41		Kye-Hyeon Kim, Seungjin Choi: Neighbor search with global geometry: a minimax message passing algorithm. ICML 2007: 401-408
40		Seunghak Lee, Iryoung Jeong, Seungjin Choi: Dynamically Weighted Hidden Markov Model for Spam Deobfuscation. IJCAI 2007: 2523-2529
39		Seungjin Choi: Wake-Sleep PCA. IJCNN 2007: 2432-2435
38		Hyekyoung Lee, Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi: Nonnegative Tensor Factorization for Continuous EEG Classification. Int. J. Neural Syst. 17(4): 305-317 (2007)
37		Jong-Hoon Ahn, Jong-Hoon Oh, Seungjin Choi: Learning principal directions: Integrated-squared-error minimization. Neurocomputing 70(7-9): 1372-1381 (2007)
36		Heeyoul Choi, Seungjin Choi: A relative trust-region algorithm for independent component analysis. Neurocomputing 70(7-9): 1502-1510 (2007)
35		Heeyoul Choi, Seungjin Choi: Robust kernel Isomap. Pattern Recognition 40(3): 853-862 (2007)
34		Byeong Il Lee, Jae Sung Lee, Dong Soo Lee, Won Jun Kang, Jong Jin Lee, Seungjin Choi: A Clinical Application of Ensemble ICA to the Quantification of Myocardial Blood Flow in Dynamic H152 O H^{{15}}_{2} O PET. VLSI Signal Processing 49(2): 233-241 (2007)
	2006
33		Sookjeong Kim, Seungjin Choi: Topographic Independent Component Analysis of Gene Expression Time Series Data. ICA 2006: 462-469
32		Minje Kim, Seungjin Choi: Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-Invariance. ICA 2006: 617-624
31		Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi: Nonnegative Matrix Factorization for Motor Imagery EEG Classification. ICANN (2) 2006: 250-259
30		Jong Kyoung Kim, Seungjin Choi: Tree-Dependent Components of Gene Expression Data for Clustering. ICANN (2) 2006: 837-846
29		Minje Kim, Seungjin Choi: ICA-Based Clustering for Resolving Permutation Ambiguity in Frequency-Domain Convolutive Source Separation. ICPR (1) 2006: 950-954
28		Sunho Park, Seungjin Choi: Rao-Blackwellized Particle Filtering for Sequential Speech Enhancement. IJCNN 2006: 1254-1259
27		Heeyoul Choi, Seungjin Choi: Relative Gradient Learning for Independent Subspace Analysis. IJCNN 2006: 3919-3924
26		Seungjin Choi: Differential learning algorithms for decorrelation and independent component analysis. Neural Networks 19(10): 1558-1567 (2006)
25		Seungjin Choi, Jong-Hoon Ahn, Andrzej Cichocki: Constrained Projection Approximation Algorithms for Principal Component Analysis. Neural Processing Letters 24(1): 53-65 (2006)
24		Jaehwan Kim, Seungjin Choi: Semidefinite spectral clustering. Pattern Recognition 39(11): 2025-2035 (2006)
23		Jong Kyoung Kim, Sung Yang Bang, Seungjin Choi: Sequence-driven features for prediction of subcellular localization of proteins. Pattern Recognition 39(12): 2301-2311 (2006)
22		JaeMo Sung, Sung Yang Bang, Seungjin Choi: A Bayesian network classifier and hierarchical Gabor features for handwritten numeral recognition. Pattern Recognition Letters 27(1): 66-75 (2006)
21		Jong Kyoung Kim, G. P. S. Raghava, Sung Yang Bang, Seungjin Choi: Prediction of subcellular localization of proteins using pairwise sequence alignment and support vector machine. Pattern Recognition Letters 27(9): 996-1001 (2006)
	2005
20		Hyejin Kim, Seungjin Choi: Independent Subspaces of Gene Expression Data. Artificial Intelligence and Applications 2005: 485-490
19		JaeMo Sung, Sung Yang Bang, Seungjin Choi, Zoubin Ghahramani: U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models. ECML 2005: 377-388
18		Seungjin Choi: On Variations of Power Iteration. ICANN (2) 2005: 145-150
17		Minje Kim, Seungjin Choi: On Spectral Basis Selection for Single Channel Polyphonic Music Separation. ICANN (2) 2005: 157-162
16		Byeong Il Lee, Jae Sung Lee, Dong Soo Lee, Seungjin Choi: Myocardial Blood Flow Quantification in Dynamic PET: An Ensemble ICA Approach. ICANN (2) 2005: 709-714
15		Inseon Jang, Kyeongok Kang, Sangki Kim, Seungjin Choi: F-SEONS: a second-order frequency-domain algorithm for noisy convolutive source separation. ISCAS (4) 2005: 3595-3598
14		Sookjeong Kim, Seungjin Choi: Independent arrays or independent time courses for gene expression time series. ISCAS (6) 2005: 5886-5889
13		Yongjin Lee, Seungjin Choi: Maximum within-cluster association. Pattern Recognition Letters 26(10): 1412-1422 (2005)
12		Yong-Choon Cho, Seungjin Choi: Nonnegative features of spectro-temporal sounds for classification. Pattern Recognition Letters 26(9): 1327-1336 (2005)
	2004
11		Jong-Hoon Ahn, Seungjin Choi, Jong-Hoon Oh: A multiplicative up-propagation algorithm. ICML 2004
10		Seungjin Choi: Sequential EM learning for subspace analysis. Pattern Recognition Letters 25(14): 1559-1567 (2004)
	2003
9		Seungjin Choi: Differential ICA. ICANN 2003: 68-75
	2002
8		Seungjin Choi: Adaptive Differential Decorrelation: A Natural Gradient Algorithm. ICANN 2002: 1168-1173
7		Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Equivariant nonstationary source separation. Neural Networks 15(1): 121-130 (2002)
6		Seungjin Choi, Heonseok Hong, Hervé Glotin, Frédéric Berthommier: Multichannel signal separation for cocktail party speech recognition: a dynamic recurrent network. Neurocomputing 49(1-4): 299-314 (2002)
5		Seungjin Choi, Andrzej Cichocki, Adel Belouchrani: Second Order Nonstationary Source Separation. VLSI Signal Processing 32(1-2): 93-104 (2002)
	2000
4		Seungjin Choi, Oyoung Lee: Factorial Code Representation of Faces for Recognition. Biologically Motivated Computer Vision 2000: 42-51
3		Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Flexible Independent Component Analysis. VLSI Signal Processing 26(1-2): 25-38 (2000)
	1998
2		Seungjin Choi, Ruey-Wen Liu, Andrzej Cichocki: A Spurious Equilibria-free Learning Algorithm for the Blind Separation of Non-zoer Skewness Signals. Neural Processing Letters 7(2): 61-68 (1998)
	1997
1		Seungjin Choi, Ruey-Wen Liu: A learning algorithm for the blind separation of non-zero skewness source signals with no spurious equilibria. ESANN 1997

Coauthor Index

1	Jong-Hoon Ahn	[11] [25] [37]
2	Shun-ichi Amari	[3] [7] [43]
3	Hovagim Bakardjian	[49]
4	Sung Yang Bang	[19] [21] [22] [23]
5	Adel Belouchrani	[5]
6	Frédéric Berthommier	[6]
7	Yong-Choon Cho	[12]
8	Yoonsuck Choe	[54] [55]
9	Heeyoul Choi	[27] [35] [36] [54] [55]
10	Andrzej Cichocki	[2] [3] [5] [7] [25] [31] [38] [43] [46] [49]
11	Zoubin Ghahramani	[19]
12	Hervé Glotin	[6]
13	Ricardo Gutierrez-Osuna	[54]
14	Heonseok Hong	[6]
15	Inseon Jang	[15]
16	Iryoung Jeong	[40]
17	Kyeongok Kang	[15]
18	Won Jun Kang	[34]
19	Hyejin Kim	[20]
20	Jaehwan Kim	[24]
21	Jong Kyoung Kim	[21] [23] [30] [47] [57]
22	Kye-Hyeon Kim	[41]
23	Minje Kim	[17] [29] [32]
24	Sangki Kim	[15]
25	Sookjeong Kim	[14] [33] [47]
26	Yong-Deok Kim	[38] [42] [45] [46]
27	Byeong Il Lee	[16] [34]
28	Dong Soo Lee	[16] [34]
29	Hyekyoung Lee	[31] [38] [46] [49] [52]
30	Jae Sung Lee	[16] [34]
31	Jong Jin Lee	[34]
32	Oyoung Lee	[4]
33	Seunghak Lee	[40] [56]
34	Yongjin Lee	[13]
35	Yuanqing Li	[49]
36	Ruey-Wen Liu	[1] [2]
37	Jong-Hoon Oh	[11] [37]
38	Sunho Park	[28] [44] [48] [50]
39	Anh Huy Phan	[49]
40	Robert J. Plemmons	[43]
41	Gajendra P. S. Raghava (G. P. S. Raghava)	[21]
42	Tomasz M. Rutkowski	[49]
43	JaeMo Sung	[19] [22]
44	Yoshikazu Washizawa	[49]
45	Jiho Yoo	[53] [58]
46	Rafal Zdunek	[43]
47	Liqing Zhang	[49]
48	Qibin Zhao	[49]

Colors in the list of coauthors