| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi |
Tongue-Rudder: A Glossokinetic-Potential-Based Tongue-Machine Interface.  |
IEEE Trans. Biomed. Engineering  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jong Kyoung Kim, Seungjin Choi |
Probabilistic Models for Semisupervised Discriminative Motif Discovery in DNA Sequences. |
IEEE/ACM Trans. Comput. Biology Bioinform. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shounan An, Jiho Yoo, Seungjin Choi |
Manifold-respecting discriminant nonnegative matrix factorization. |
Pattern Recognition Letters |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yoonseop Kang, Seungjin Choi |
Restricted Deep Belief Networks for Multi-view Learning. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiho Yoo, Seungjin Choi |
Bayesian Matrix Co-Factorization: Variational Algorithm and Cramér-Rao Bound. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Shounan An, Jeong-Min Yun, Seungjin Choi |
Multiple kernel nonnegative matrix factorization. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Sunho Park, Seungjin Choi |
Geometric programming for aggregation of binary classifiers. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Saehoon Kim, Seungjin Choi |
Semi-supervised Discriminant Hashing. |
ICDM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiho Yoo, Seungjin Choi |
Matrix Co-Factorization on Compressed Sensing. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jeong-Min Yun, Seungjin Choi |
Nyström Approximations for Scalable Face Recognition: A Comparative Study. |
ICONIP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiho Yoo, Seungjin Choi |
Nonnegative Matrix Factorization with Orthogonality Constraints. |
JCSE |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jiho Yoo, Seungjin Choi |
Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on Stiefel manifolds. |
Inf. Process. Manage. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sunho Park, Seungjin Choi |
Hierarchical Gaussian Process Regression. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jiho Yoo, Minje Kim, Kyeongok Kang, Seungjin Choi |
Nonnegative matrix partial co-factorization for drum source separation. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Minje Kim, Jiho Yoo, Kyeongok Kang, Seungjin Choi |
Blind rhythmic source separation: Nonnegativity and repeatability. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Heeyoul Choi, Anup Katake, Seungjin Choi, Yoonsuck Choe |
Alpha-integration of multiple evidence. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Heeyoul Choi, Seungjin Choi, Anup Katake, Yoonsuck Choe |
Learning alpha-integration with partially-labeled data. |
ICASSP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sunho Park, Seungjin Choi |
Bayesian Aggregation of Binary Classifiers. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Yunjun Nam, Qibin Zhao, Andrzej Cichocki, Seungjin Choi |
A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials. |
ICONIP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Heeyoul Choi, Seungjin Choi, Anup Katake, Yoonseop Kang, Yoonsuck Choe |
Manifold Alpha-Integration. |
PRICAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Hyekyoung Lee, Seungjin Choi |
Group Nonnegative Matrix Factorization for EEG Classification. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi |
Kernel nonnegative matrix factorization for spectral EEG feature extraction. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jong Kyoung Kim, Seungjin Choi |
Clustering with r-regular graphs. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Seunghak Lee, Seungjin Choi |
Landmark MDS ensemble. |
Pattern Recognition |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi |
Independent Component Analysis. |
Encyclopedia of Biometrics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jong Kyoung Kim, Kye-Hyeon Kim, Seungjin Choi |
Supervised Learning. |
Encyclopedia of Biometrics |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiho Yoo, Seungjin Choi |
Probabilistic matrix tri-factorization. |
ICASSP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Seunghak Lee, Seungjin Choi |
Ensembles of landmark multidimensional scalings. |
ICASSP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong-Deok Kim, Seungjin Choi |
Weighted nonnegative matrix factorization. |
ICASSP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sunho Park, Jiho Yoo, Seungjin Choi |
Target speech extractionwith learned spectral bases. |
ICASSP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Heeyoul Choi, Anup Katake, Seungjin Choi, Yoonseop Kang, Yoonsuck Choe |
Probabilistic Combination of Multiple Evidence. |
ICONIP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Yoonseop Kang, Seungjin Choi |
Common Neighborhood Sub-graph Density as a Similarity Measure for Community Detection. |
ICONIP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiho Yoo, Seungjin Choi |
Weighted Nonnegative Matrix Co-Tri-Factorization for Collaborative Prediction. |
ACML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jong Kyoung Kim, Seungjin Choi |
Clustering sequence sets for motif discovery. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Sunho Park, Seungjin Choi |
A constrained sequential EM algorithm for speech enhancement. |
Neural Networks |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sookjeong Kim, Jong Kyoung Kim, Seungjin Choi |
Independent arrays or independent time courses for gene expression time series data analysis. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrzej Cichocki, Hyekyoung Lee, Yong-Deok Kim, Seungjin Choi |
Non-negative matrix factorization with alpha-divergence. |
Pattern Recognition Letters |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sunho Park, Seungjin Choi |
Gaussian processes for source separation. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi |
Nonnegative Tucker decomposition with alpha-divergence. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Heeyoul Choi, Ricardo Gutierrez-Osuna, Seungjin Choi, Yoonsuck Choe |
Kernel oriented discriminant analysis for speaker-independent phoneme spaces. |
ICPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiho Yoo, Seungjin Choi |
Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds. |
IDEAL |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sunho Park, Seungjin Choi |
Gaussian process regression for voice activity detection and speech enhancement. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi |
Algorithms for orthogonal nonnegative matrix factorization. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Hyekyoung Lee, Seungjin Choi |
CUR+NMF for learning spectral features from large data matrix. |
IJCNN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Heeyoul Choi, Seungjin Choi, Yoonsuck Choe |
Manifold Integration with Markov Random Walks. |
AAAI |
2008 |
DBLP BibTeX RDF |
|
| 1 | Hyekyoung Lee, Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi |
Nonnegative Tensor Factorization for Continuous EEG Classification. |
Int. J. Neural Syst. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2007 |
DBLP DOI BibTeX RDF |
myocardial blood flow quantification, independent component analysis (ICA), positron emission tomography (PET), Bayesian learning |
| 1 | Jong-Hoon Ahn, Jong-Hoon Oh, Seungjin Choi |
Learning principal directions: Integrated-squared-error minimization. |
Neurocomputing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Heeyoul Choi, Seungjin Choi |
A relative trust-region algorithm for independent component analysis. |
Neurocomputing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Heeyoul Choi, Seungjin Choi |
Robust kernel Isomap. |
Pattern Recognition |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Seunghak Lee, Iryoung Jeong, Seungjin Choi |
Dynamically Weighted Hidden Markov Model for Spam Deobfuscation. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Sunho Park, Seungjin Choi |
Source Separation with Gaussian Process Models. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari |
Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. |
ICANNGA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Kye-Hyeon Kim, Seungjin Choi |
Neighbor search with global geometry: a minimax message passing algorithm. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong-Deok Kim, Seungjin Choi |
Nonnegative Tucker Decomposition. |
CVPR |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong-Deok Kim, Seungjin Choi |
Color Face Tensor Factorization and Slicing for Illumination-Robust Recognition. |
ICB |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi |
Wake-Sleep PCA. |
IJCNN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi |
Differential learning algorithms for decorrelation and independent component analysis. |
Neural Networks |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi, Jong-Hoon Ahn, Andrzej Cichocki |
Constrained Projection Approximation Algorithms for Principal Component Analysis. |
Neural Processing Letters |
2006 |
DBLP DOI BibTeX RDF |
natural power iteration, projection approximation, principal component analysis, reconstruction error, subspace analysis |
| 1 | Jaehwan Kim, Seungjin Choi |
Semidefinite spectral clustering. |
Pattern Recognition |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jong Kyoung Kim, Sung Yang Bang, Seungjin Choi |
Sequence-driven features for prediction of subcellular localization of proteins. |
Pattern Recognition |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | JaeMo Sung, Sung Yang Bang, Seungjin Choi |
A Bayesian network classifier and hierarchical Gabor features for handwritten numeral recognition. |
Pattern Recognition Letters |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Sookjeong Kim, Seungjin Choi |
Topographic Independent Component Analysis of Gene Expression Time Series Data. |
ICA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Minje Kim, Seungjin Choi |
Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-Invariance. |
ICA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Minje Kim, Seungjin Choi |
ICA-Based Clustering for Resolving Permutation Ambiguity in Frequency-Domain Convolutive Source Separation. |
ICPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Hyekyoung Lee, Andrzej Cichocki, Seungjin Choi |
Nonnegative Matrix Factorization for Motor Imagery EEG Classification. |
ICANN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jong Kyoung Kim, Seungjin Choi |
Tree-Dependent Components of Gene Expression Data for Clustering. |
ICANN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Heeyoul Choi, Seungjin Choi |
Relative Gradient Learning for Independent Subspace Analysis. |
IJCNN |
2006 |
DBLP BibTeX RDF |
|
| 1 | Sunho Park, Seungjin Choi |
Rao-Blackwellized Particle Filtering for Sequential Speech Enhancement. |
IJCNN |
2006 |
DBLP BibTeX RDF |
|
| 1 | Yongjin Lee, Seungjin Choi |
Maximum within-cluster association. |
Pattern Recognition Letters |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong-Choon Cho, Seungjin Choi |
Nonnegative features of spectro-temporal sounds for classification. |
Pattern Recognition Letters |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Minje Kim, Seungjin Choi |
On Spectral Basis Selection for Single Channel Polyphonic Music Separation. |
ICANN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Byeong Il Lee, Jae Sung Lee, Dong Soo Lee, Seungjin Choi |
Myocardial Blood Flow Quantification in Dynamic PET: An Ensemble ICA Approach. |
ICANN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi |
On Variations of Power Iteration. |
ICANN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | JaeMo Sung, Sung Yang Bang, Seungjin Choi, Zoubin Ghahramani |
U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models. |
ECML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Hyejin Kim, Seungjin Choi |
Independent Subspaces of Gene Expression Data. |
Artificial Intelligence and Applications |
2005 |
DBLP BibTeX RDF |
|
| 1 | Inseon Jang, Kyeongok Kang, Sangki Kim, Seungjin Choi |
F-SEONS: a second-order frequency-domain algorithm for noisy convolutive source separation. |
ISCAS |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Sookjeong Kim, Seungjin Choi |
Independent arrays or independent time courses for gene expression time series. |
ISCAS |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi |
Sequential EM learning for subspace analysis. |
Pattern Recognition Letters |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Jong-Hoon Ahn, Seungjin Choi, Jong-Hoon Oh |
A multiplicative up-propagation algorithm. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Yong-Choon Cho, Seungjin Choi |
Learning nonnegative features of spectro-temporal sounds for classification. |
INTERSPEECH |
2004 |
DBLP BibTeX RDF |
|
| 1 | Seungjin Choi |
Differential ICA. |
ICANN |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari |
Equivariant nonstationary source separation. |
Neural Networks |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi, Andrzej Cichocki, Adel Belouchrani |
Second Order Nonstationary Source Separation. |
VLSI Signal Processing |
2002 |
DBLP DOI BibTeX RDF |
joint approximate diagonalization, noisy mixtures, simultaneous diagonalization, blind source separation, temporal correlations, nonstationarity |
| 1 | Seungjin Choi, Heonseok Hong, Hervé Glotin, Frédéric Berthommier |
Multichannel signal separation for cocktail party speech recognition: a dynamic recurrent network. |
Neurocomputing |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi |
Adaptive Differential Decorrelation: A Natural Gradient Algorithm. |
ICANN |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Frédéric Berthommier, Seungjin Choi |
Comparative evaluation of CASA and BSS models for subband cocktail-party speech separation. |
INTERSPEECH |
2002 |
DBLP BibTeX RDF |
|
| 1 | Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari |
Flexible Independent Component Analysis. |
VLSI Signal Processing |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Seungjin Choi, Heonseok Hong, Hervé Glotin, Frédéric Berthommier |
Multichannel signal separation for cocktail party speech recognition: a dynamic recurrent network. |
INTERSPEECH |
2000 |
DBLP BibTeX RDF |
|
| 1 | Seungjin Choi, Oyoung Lee |
Factorial Code Representation of Faces for Recognition. |
Biologically Motivated Computer Vision |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
1998 |
DBLP DOI BibTeX RDF |
|
| 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 |
DBLP BibTeX RDF |
|
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