Seungjin Choi

	2012
96		Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi: Tongue-Rudder: A Glossokinetic-Potential-Based Tongue-Machine Interface. IEEE Trans. Biomed. Engineering 59(1): 290-299 (2012)
	2011
95		Yoonseop Kang, Seungjin Choi: Restricted Deep Belief Networks for Multi-view Learning. ECML/PKDD (2) 2011: 130-145
94		Jiho Yoo, Seungjin Choi: Bayesian Matrix Co-Factorization: Variational Algorithm and Cramér-Rao Bound. ECML/PKDD (3) 2011: 537-552
93		Shounan An, Jeong-Min Yun, Seungjin Choi: Multiple kernel nonnegative matrix factorization. ICASSP 2011: 1976-1979
92		Sunho Park, Seungjin Choi: Geometric programming for aggregation of binary classifiers. ICASSP 2011: 2000-2003
91		Saehoon Kim, Seungjin Choi: Semi-supervised Discriminant Hashing. ICDM 2011: 1122-1127
90		Jeong-Min Yun, Seungjin Choi: Nyström Approximations for Scalable Face Recognition: A Comparative Study. ICONIP (2) 2011: 325-334
89		Jiho Yoo, Seungjin Choi: Matrix Co-Factorization on Compressed Sensing. IJCAI 2011: 1595-1602
88		Yongsoo Kim, Taek-Kyun Kim, Yungu Kim, Jiho Yoo, Sungyong You, Inyoul Y. Lee, George Carlson, Leroy Hood, Seungjin Choi, Daehee Hwang: Principal network analysis: identification of subnetworks representing major dynamics using gene expression data. Bioinformatics 27(3): 391-398 (2011)
87		Jong Kyoung Kim, Seungjin Choi: Probabilistic Models for Semisupervised Discriminative Motif Discovery in DNA Sequences. IEEE/ACM Trans. Comput. Biology Bioinform. 8(5): 1309-1317 (2011)
86		Minje Kim, Jiho Yoo, Kyeongok Kang, Seungjin Choi: Nonnegative Matrix Partial Co-Factorization for Spectral and Temporal Drum Source Separation. J. Sel. Topics Signal Processing 5(6): 1192-1204 (2011)
85		Shounan An, Jiho Yoo, Seungjin Choi: Manifold-respecting discriminant nonnegative matrix factorization. Pattern Recognition Letters 32(6): 832-837 (2011)
	2010
84		Jiho Yoo, Minje Kim, Kyeongok Kang, Seungjin Choi: Nonnegative matrix partial co-factorization for drum source separation. ICASSP 2010: 1942-1945
83		Minje Kim, Jiho Yoo, Kyeongok Kang, Seungjin Choi: Blind rhythmic source separation: Nonnegativity and repeatability. ICASSP 2010: 2006-2009
82		Heeyoul Choi, Seungjin Choi, Anup Katake, Yoonsuck Choe: Learning alpha-integration with partially-labeled data. ICASSP 2010: 2058-2061
81		Heeyoul Choi, Anup Katake, Seungjin Choi, Yoonsuck Choe: Alpha-integration of multiple evidence. ICASSP 2010: 2210-2213
80		Sunho Park, Seungjin Choi: Bayesian Aggregation of Binary Classifiers. ICDM 2010: 393-402
79		Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi: A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials. ICONIP (2) 2010: 34-41
78		Heeyoul Choi, Seungjin Choi, Anup Katake, Yoonseop Kang, Yoonsuck Choe: Manifold Alpha-Integration. PRICAI 2010: 397-408
77		Jiho Yoo, Seungjin Choi: Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on Stiefel manifolds. Inf. Process. Manage. 46(5): 559-570 (2010)
76		Jiho Yoo, Seungjin Choi: Nonnegative Matrix Factorization with Orthogonality Constraints. JCSE 4(2): 97-109 (2010)
75		Sunho Park, Seungjin Choi: Hierarchical Gaussian Process Regression. Journal of Machine Learning Research - Proceedings Track 13: 95-110 (2010)
	2009
74		Jiho Yoo, Seungjin Choi: Weighted Nonnegative Matrix Co-Tri-Factorization for Collaborative Prediction. ACML 2009: 396-411
73		Yong-Deok Kim, Seungjin Choi: Weighted nonnegative matrix factorization. ICASSP 2009: 1541-1544
72		Jiho Yoo, Seungjin Choi: Probabilistic matrix tri-factorization. ICASSP 2009: 1553-1556
71		Seunghak Lee, Seungjin Choi: Ensembles of landmark multidimensional scalings. ICASSP 2009: 1649-1652
70		Sunho Park, Jiho Yoo, Seungjin Choi: Target speech extractionwith learned spectral bases. ICASSP 2009: 1789-1792
69		Yoonseop Kang, Seungjin Choi: Common Neighborhood Sub-graph Density as a Similarity Measure for Community Detection. ICONIP (1) 2009: 175-184
68		Heeyoul Choi, Anup Katake, Seungjin Choi, Yoonseop Kang, Yoonsuck Choe: Probabilistic Combination of Multiple Evidence. ICONIP (1) 2009: 302-311
67		Jong Kyoung Kim, Seungjin Choi: Clustering sequence sets for motif discovery. NIPS 2009: 970-978
66		Jong Kyoung Kim, Kye-Hyeon Kim, Seungjin Choi: Supervised Learning. Encyclopedia of Biometrics 2009: 1298-1303
65		Seungjin Choi: Independent Component Analysis. Encyclopedia of Biometrics 2009: 735-741
64		Hyekyoung Lee, Seungjin Choi: Group Nonnegative Matrix Factorization for EEG Classification. Journal of Machine Learning Research - Proceedings Track 5: 320-327 (2009)
63		Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi: Kernel nonnegative matrix factorization for spectral EEG feature extraction. Neurocomputing 72(13-15): 3182-3190 (2009)
62		Jong Kyoung Kim, Seungjin Choi: Clustering with r-regular graphs. Pattern Recognition 42(9): 2020-2028 (2009)
61		Seunghak Lee, Seungjin Choi: Landmark MDS ensemble. Pattern Recognition 42(9): 2045-2053 (2009)
	2008
60		Heeyoul Choi, Seungjin Choi, Yoonsuck Choe: Manifold Integration with Markov Random Walks. AAAI 2008: 424-429
59		Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi: Nonnegative Tucker decomposition with alpha-divergence. ICASSP 2008: 1829-1832
58		Sunho Park, Seungjin Choi: Gaussian processes for source separation. ICASSP 2008: 1909-1912
57		Heeyoul Choi, Ricardo Gutierrez-Osuna, Seungjin Choi, Yoonsuck Choe: Kernel oriented discriminant analysis for speaker-independent phoneme spaces. ICPR 2008: 1-4
56		Jiho Yoo, Seungjin Choi: Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds. IDEAL 2008: 140-147
55		Hyekyoung Lee, Seungjin Choi: CUR+NMF for learning spectral features from large data matrix. IJCNN 2008: 1592-1597
54		Seungjin Choi: Algorithms for orthogonal nonnegative matrix factorization. IJCNN 2008: 1828-1832
53		Sunho Park, Seungjin Choi: Gaussian process regression for voice activity detection and speech enhancement. IJCNN 2008: 2879-2882
52		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)
51		Sunho Park, Seungjin Choi: A constrained sequential EM algorithm for speech enhancement. Neural Networks 21(9): 1401-1409 (2008)
50		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)
49		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
48		Yong-Deok Kim, Seungjin Choi: Nonnegative Tucker Decomposition. CVPR 2007
47		Sunho Park, Seungjin Choi: Source Separation with Gaussian Process Models. ECML 2007: 262-273
46		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
45		Yong-Deok Kim, Seungjin Choi: Color Face Tensor Factorization and Slicing for Illumination-Robust Recognition. ICB 2007: 19-28
44		Kye-Hyeon Kim, Seungjin Choi: Neighbor search with global geometry: a minimax message passing algorithm. ICML 2007: 401-408
43		Seunghak Lee, Iryoung Jeong, Seungjin Choi: Dynamically Weighted Hidden Markov Model for Spam Deobfuscation. IJCAI 2007: 2523-2529
42		Seungjin Choi: Wake-Sleep PCA. IJCNN 2007: 2432-2435
41		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)
40		Jong-Hoon Ahn, Jong-Hoon Oh, Seungjin Choi: Learning principal directions: Integrated-squared-error minimization. Neurocomputing 70(7-9): 1372-1381 (2007)
39		Heeyoul Choi, Seungjin Choi: A relative trust-region algorithm for independent component analysis. Neurocomputing 70(7-9): 1502-1510 (2007)
38		Heeyoul Choi, Seungjin Choi: Robust kernel Isomap. Pattern Recognition 40(3): 853-862 (2007)
37		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
36		Sookjeong Kim, Seungjin Choi: Topographic Independent Component Analysis of Gene Expression Time Series Data. ICA 2006: 462-469
35		Minje Kim, Seungjin Choi: Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-Invariance. ICA 2006: 617-624
34		Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi: Nonnegative Matrix Factorization for Motor Imagery EEG Classification. ICANN (2) 2006: 250-259
33		Jong Kyoung Kim, Seungjin Choi: Tree-Dependent Components of Gene Expression Data for Clustering. ICANN (2) 2006: 837-846
32		Minje Kim, Seungjin Choi: ICA-Based Clustering for Resolving Permutation Ambiguity in Frequency-Domain Convolutive Source Separation. ICPR (1) 2006: 950-954
31		Sunho Park, Seungjin Choi: Rao-Blackwellized Particle Filtering for Sequential Speech Enhancement. IJCNN 2006: 1254-1259
30		Heeyoul Choi, Seungjin Choi: Relative Gradient Learning for Independent Subspace Analysis. IJCNN 2006: 3919-3924
29		Seungjin Choi: Differential learning algorithms for decorrelation and independent component analysis. Neural Networks 19(10): 1558-1567 (2006)
28		Seungjin Choi, Jong-Hoon Ahn, Andrzej Cichocki: Constrained Projection Approximation Algorithms for Principal Component Analysis. Neural Processing Letters 24(1): 53-65 (2006)
27		Jaehwan Kim, Seungjin Choi: Semidefinite spectral clustering. Pattern Recognition 39(11): 2025-2035 (2006)
26		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)
25		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)
24		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
23		Hyejin Kim, Seungjin Choi: Independent Subspaces of Gene Expression Data. Artificial Intelligence and Applications 2005: 485-490
22		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
21		Seungjin Choi: On Variations of Power Iteration. ICANN (2) 2005: 145-150
20		Minje Kim, Seungjin Choi: On Spectral Basis Selection for Single Channel Polyphonic Music Separation. ICANN (2) 2005: 157-162
19		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
18		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
17		Sookjeong Kim, Seungjin Choi: Independent arrays or independent time courses for gene expression time series. ISCAS (6) 2005: 5886-5889
16		Yongjin Lee, Seungjin Choi: Maximum within-cluster association. Pattern Recognition Letters 26(10): 1412-1422 (2005)
15		Yong-Choon Cho, Seungjin Choi: Nonnegative features of spectro-temporal sounds for classification. Pattern Recognition Letters 26(9): 1327-1336 (2005)
	2004
14		Jong-Hoon Ahn, Seungjin Choi, Jong-Hoon Oh: A multiplicative up-propagation algorithm. ICML 2004
13		Yong-Choon Cho, Seungjin Choi: Learning nonnegative features of spectro-temporal sounds for classification. INTERSPEECH 2004
12		Seungjin Choi: Sequential EM learning for subspace analysis. Pattern Recognition Letters 25(14): 1559-1567 (2004)
	2003
11		Seungjin Choi: Differential ICA. ICANN 2003: 68-75
	2002
10		Seungjin Choi: Adaptive Differential Decorrelation: A Natural Gradient Algorithm. ICANN 2002: 1168-1173
9		Frédéric Berthommier, Seungjin Choi: Comparative evaluation of CASA and BSS models for subband cocktail-party speech separation. INTERSPEECH 2002
8		Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Equivariant nonstationary source separation. Neural Networks 15(1): 121-130 (2002)
7		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)
6		Seungjin Choi, Andrzej Cichocki, Adel Belouchrani: Second Order Nonstationary Source Separation. VLSI Signal Processing 32(1-2): 93-104 (2002)
	2000
5		Seungjin Choi, Oyoung Lee: Factorial Code Representation of Faces for Recognition. Biologically Motivated Computer Vision 2000: 42-51
4		Seungjin Choi, Heonseok Hong, Hervé Glotin, Frédéric Berthommier: Multichannel signal separation for cocktail party speech recognition: a dynamic recurrent network. INTERSPEECH 2000: 83-86
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	[14] [28] [40]
2	Shun-ichi Amari	[3] [8] [46]
3	Shounan An	[85] [93]
4	Hovagim Bakardjian	[52]
5	Sung Yang Bang	[22] [24] [25] [26]
6	Adel Belouchrani	[6]
7	Frédéric Berthommier	[4] [7] [9]
8	George Carlson	[88]
9	Yong-Choon Cho	[13] [15]
10	Yoonsuck Choe	[57] [60] [68] [78] [81] [82]
11	Heeyoul Choi	[30] [38] [39] [57] [60] [68] [78] [81] [82]
12	Andrzej Cichocki	[2] [3] [6] [8] [28] [34] [41] [46] [49] [52] [59] [63] [79] [96]
13	Zoubin Ghahramani	[22]
14	Hervé Glotin	[4] [7]
15	Ricardo Gutierrez-Osuna	[57]
16	Heonseok Hong	[4] [7]
17	Leroy Hood	[88]
18	Daehee Hwang	[88]
19	Inseon Jang	[18]
20	Iryoung Jeong	[43]
21	Kyeongok Kang	[18] [83] [84] [86]
22	Won Jun Kang	[37]
23	Yoonseop Kang	[68] [69] [78] [95]
24	Anup Katake	[68] [78] [81] [82]
25	Hyejin Kim	[23]
26	Jaehwan Kim	[27]
27	Jong Kyoung Kim	[24] [26] [33] [50] [62] [66] [67] [87]
28	Kye-Hyeon Kim	[44] [66]
29	Minje Kim	[20] [32] [35] [83] [84] [86]
30	Saehoon Kim	[91]
31	Sangki Kim	[18]
32	Sookjeong Kim	[17] [36] [50]
33	Taek-Kyun Kim	[88]
34	Yong-Deok Kim	[41] [45] [48] [49] [59] [73]
35	Yongsoo Kim	[88]
36	Yungu Kim	[88]
37	Byeong Il Lee	[19] [37]
38	Dong Soo Lee	[19] [37]
39	Hyekyoung Lee	[34] [41] [49] [52] [55] [63] [64]
40	Inyoul Y. Lee	[88]
41	Jae Sung Lee	[19] [37]
42	Jong Jin Lee	[37]
43	Oyoung Lee	[5]
44	Seunghak Lee	[43] [61] [71]
45	Yongjin Lee	[16]
46	Yuanqing Li	[52]
47	Ruey-Wen Liu	[1] [2]
48	Yunjun Nam	[79] [96]
49	Jong-Hoon Oh	[14] [40]
50	Sunho Park	[31] [47] [51] [53] [58] [70] [75] [80] [92]
51	Anh Huy Phan	[52]
52	Robert J. Plemmons	[46]
53	Gajendra P. S. Raghava (G. P. S. Raghava)	[24]
54	Tomasz M. Rutkowski	[52]
55	JaeMo Sung	[22] [25]
56	Yoshikazu Washizawa	[52]
57	Jiho Yoo	[56] [70] [72] [74] [76] [77] [83] [84] [85] [86] [88] [89] [94]
58	Sungyong You	[88]
59	Jeong-Min Yun	[90] [93]
60	Rafal Zdunek	[46]
61	Liqing Zhang	[52]
62	Qibin Zhao	[52] [79] [96]

Colors in the list of coauthors

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