Seungjin Choi

2007
40	EE	Yong-Deok Kim, Seungjin Choi: Nonnegative Tucker Decomposition. CVPR 2007
39	EE	Sunho Park, Seungjin Choi: Source Separation with Gaussian Process Models. ECML 2007: 262-273
38	EE	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
37	EE	Yong-Deok Kim, Seungjin Choi: Color Face Tensor Factorization and Slicing for Illumination-Robust Recognition. ICB 2007: 19-28
36	EE	Kye-Hyeon Kim, Seungjin Choi: Neighbor search with global geometry: a minimax message passing algorithm. ICML 2007: 401-408
35	EE	Seunghak Lee, Iryoung Jeong, Seungjin Choi: Dynamically Weighted Hidden Markov Model for Spam Deobfuscation. IJCAI 2007: 2523-2529
34	EE	Seungjin Choi: Wake-Sleep PCA. IJCNN 2007: 2432-2435
33	EE	Jong-Hoon Ahn, Jong-Hoon Oh, Seungjin Choi: Learning principal directions: Integrated-squared-error minimization. Neurocomputing 70(7-9): 1372-1381 (2007)
32	EE	Heeyoul Choi, Seungjin Choi: A relative trust-region algorithm for independent component analysis. Neurocomputing 70(7-9): 1502-1510 (2007)
31	EE	Heeyoul Choi, Seungjin Choi: Robust kernel Isomap. Pattern Recognition 40(3): 853-862 (2007)
30	EE	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
29	EE	Sookjeong Kim, Seungjin Choi: Topographic Independent Component Analysis of Gene Expression Time Series Data. ICA 2006: 462-469
28	EE	Minje Kim, Seungjin Choi: Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-Invariance. ICA 2006: 617-624
27	EE	Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi: Nonnegative Matrix Factorization for Motor Imagery EEG Classification. ICANN (2) 2006: 250-259
26	EE	Jong Kyoung Kim, Seungjin Choi: Tree-Dependent Components of Gene Expression Data for Clustering. ICANN (2) 2006: 837-846
25	EE	Minje Kim, Seungjin Choi: ICA-Based Clustering for Resolving Permutation Ambiguity in Frequency-Domain Convolutive Source Separation. ICPR (1) 2006: 950-954
24	EE	Seungjin Choi: Differential learning algorithms for decorrelation and independent component analysis. Neural Networks 19(10): 1558-1567 (2006)
23	EE	Seungjin Choi, Jong-Hoon Ahn, Andrzej Cichocki: Constrained Projection Approximation Algorithms for Principal Component Analysis. Neural Processing Letters 24(1): 53-65 (2006)
22	EE	Jaehwan Kim, Seungjin Choi: Semidefinite spectral clustering. Pattern Recognition 39(11): 2025-2035 (2006)
21	EE	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)
20	EE	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)
19	EE	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
18		Hyejin Kim, Seungjin Choi: Independent Subspaces of Gene Expression Data. Artificial Intelligence and Applications 2005: 485-490
17	EE	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
16	EE	Seungjin Choi: On Variations of Power Iteration. ICANN (2) 2005: 145-150
15	EE	Minje Kim, Seungjin Choi: On Spectral Basis Selection for Single Channel Polyphonic Music Separation. ICANN (2) 2005: 157-162
14	EE	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
13	EE	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
12	EE	Sookjeong Kim, Seungjin Choi: Independent arrays or independent time courses for gene expression time series. ISCAS (6) 2005: 5886-5889
11	EE	Yongjin Lee, Seungjin Choi: Maximum within-cluster association. Pattern Recognition Letters 26(10): 1412-1422 (2005)
10	EE	Yong-Choon Cho, Seungjin Choi: Nonnegative features of spectro-temporal sounds for classification. Pattern Recognition Letters 26(9): 1327-1336 (2005)
2004
9	EE	Jong-Hoon Ahn, Seungjin Choi, Jong-Hoon Oh: A multiplicative up-propagation algorithm. ICML 2004
8	EE	Seungjin Choi: Sequential EM learning for subspace analysis. Pattern Recognition Letters 25(14): 1559-1567 (2004)
2003
7	EE	Seungjin Choi: Differential ICA. ICANN 2003: 68-75
2002
6	EE	Seungjin Choi: Adaptive Differential Decorrelation: A Natural Gradient Algorithm. ICANN 2002: 1168-1173
5	EE	Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Equivariant nonstationary source separation. Neural Networks 15(1): 121-130 (2002)
4	EE	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)
2000
3	EE	Seungjin Choi, Oyoung Lee: Factorial Code Representation of Faces for Recognition. Biologically Motivated Computer Vision 2000: 42-51
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	[9] [23] [33]
2	Shun-ichi Amari	[5] [38]
3	Sung Yang Bang	[17] [19] [20] [21]
4	Frédéric Berthommier	[4]
5	Yong-Choon Cho	[10]
6	Heeyoul Choi	[31] [32]
7	Andrzej Cichocki	[2] [5] [23] [27] [38]
8	Zoubin Ghahramani	[17]
9	Hervé Glotin	[4]
10	Heonseok Hong	[4]
11	Inseon Jang	[13]
12	Iryoung Jeong	[35]
13	Kyeongok Kang	[13]
14	Won Jun Kang	[30]
15	Hyejin Kim	[18]
16	Jaehwan Kim	[22]
17	Jong Kyoung Kim	[19] [21] [26]
18	Kye-Hyeon Kim	[36]
19	Minje Kim	[15] [25] [28]
20	Sangki Kim	[13]
21	Sookjeong Kim	[12] [29]
22	Yong-Deok Kim	[37] [40]
23	Byeong Il Lee	[14] [30]
24	Dong Soo Lee	[14] [30]
25	Hyekyoung Lee	[27]
26	Jae Sung Lee	[14] [30]
27	Jong Jin Lee	[30]
28	Oyoung Lee	[3]
29	Seunghak Lee	[35]
30	Yongjin Lee	[11]
31	Ruey-Wen Liu	[1] [2]
32	Jong-Hoon Oh	[9] [33]
33	Sunho Park	[39]
34	Robert J. Plemmons	[38]
35	G. P. S. Raghava	[19]
36	JaeMo Sung	[17] [20]
37	Rafal Zdunek	[38]

Colors in the list of coauthors