# Seungjin Choi

According to our database

Collaborative distances:

^{1}, Seungjin Choi authored at least 204 papers between 1997 and 2019.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2019

The latent learning model to derive semantic relations of words from unstructured text data in social media.

Multim. Tools Appl., 2019

CoRR, 2019

CoRR, 2019

Practical Bayesian Optimization with Threshold-Guided Marginal Likelihood Maximization.

CoRR, 2019

CoRR, 2019

CoRR, 2019

Novel MIMO Detection With Improved Complexity for Near-ML Detection in MIMO-OFDM Systems.

IEEE Access, 2019

Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks.

Proceedings of the 36th International Conference on Machine Learning, 2019

A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure.

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018

IEEE Signal Process. Lett., 2018

Multim. Tools Appl., 2018

IEICE Trans. Commun., 2018

CoRR, 2018

CoRR, 2018

Proceedings of the 35th International Conference on Machine Learning, 2018

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Open Set Recognition by Regularising Classifier with Fake Data Generated by Generative Adversarial Networks.

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Adaptive <i>K</i>-Best BFTS Signal Detection Algorithm Based on the Channel Condition for MIMO-OFDM Signal Detector.

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

Lattice-Reduction Aided Signal Detection Method with Switching Detection Based on Channel Condition.

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

CoRR, 2017

Chrological Big data Curation: A Study on the Enhanced Information Retrieval System.

IEEE Access, 2017

Proceedings of the 34th International Conference on Machine Learning, 2017

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

ACM Trans. Web, 2016

A robust ensemble-based trust and reputation system against different types of intruder attacks.

Int. J. Comput. Math., 2016

CoRR, 2016

Frequency detection for SSVEP-based BCI using deep canonical correlation analysis.

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Finite-Dimensional BFRY Priors and Variational Bayesian Inference for Power Law Models.

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Convolutional neural networks for human activity recognition using multiple accelerometer and gyroscope sensors.

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Learning to Select Pre-Trained Deep Representations with Bayesian Evidence Framework.

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Subspace clustering of data streams: new algorithms and effective evaluation measures.

J. Intell. Inf. Syst., 2015

Neurocomputing, 2015

Delayed-Dynamic-Selective (DDS) Prediction for Reducing Extreme Tail Latency in Web Search.

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Bayesian Hierarchical Clustering with Exponential Family: Small-Variance Asymptotics and Reducibility.

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

GOM-Face: GKP, EOG, and EMG-Based Multimodal Interface With Application to Humanoid Robot Control.

IEEE Trans. Biomed. Engineering, 2014

Pattern Recognit. Lett., 2014

Neural Networks, 2014

TEMPI: probabilistic modeling time-evolving differential PPI networks with multiPle information.

Bioinform., 2014

Briefings Bioinform., 2014

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Bayesian binomial mixture model for collaborative prediction with non-random missing data.

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Learning features with structure-adapting multi-view exponential family harmoniums.

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Proceedings of the IEEE International Conference on Acoustics, 2014

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Variational Bayesian View of Weighted Trace Norm Regularization for Matrix Factorization.

IEEE Signal Process. Lett., 2013

Pattern Recognit. Lett., 2013

Neural Computation, 2013

J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2013

Learning Features with Structure-Adapting Multi-view Exponential Family Harmoniums

Proceedings of the 1st International Conference on Learning Representations, 2013

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2013

Proceedings of the IJCAI 2013, 2013

The Method of Trust and Reputation Systems Based on Link Prediction and Clustering.

Proceedings of the Trust Management VII - 7th IFIP WG 11.11 International Conference, 2013

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Online multi-label learning with accelerated nonsmooth stochastic gradient descent.

Proceedings of the IEEE International Conference on Acoustics, 2013

Proceedings of the IEEE International Conference on Acoustics, 2013

Proceedings of the IEEE International Conference on Acoustics, 2013

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Proceedings of the Handbook of Natural Computing, 2012

IEEE Trans. Biomed. Engineering, 2012

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Bayesian common spatial patterns with Dirichlet process priors for multi-subject EEG classification.

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Proceedings of the 20th European Signal Processing Conference, 2012

Proceedings of the Computer Vision - ECCV 2012, 2012

Proceedings of the Computer Vision - ECCV 2012, 2012

Probabilistic Models for Common Spatial Patterns: Parameter-Expanded EM and Variational Bayes.

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Probabilistic Models for Semisupervised Discriminative Motif Discovery in DNA Sequences.

IEEE/ACM Trans. Comput. Biology Bioinform., 2011

Pattern Recognit. Lett., 2011

Nonnegative Matrix Partial Co-Factorization for Spectral and Temporal Drum Source Separation.

IEEE J. Sel. Top. Signal Process., 2011

Principal network analysis: identification of subnetworks representing major dynamics using gene expression data.

Bioinform., 2011

Proceedings of the 2011 International Workshop on Pattern Recognition in NeuroImaging, 2011

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Proceedings of the IJCAI 2011, 2011

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Proceedings of the IEEE International Conference on Acoustics, 2011

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

IEEE Signal Process. Lett., 2010

Proceedings of the 2nd Asian Conference on Machine Learning, 2010

JCSE, 2010

Orthogonal nonnegative matrix tri-factorization for co-clustering: Multiplicative updates on Stiefel manifolds.

Inf. Process. Manag., 2010

Mind Flipper: An EEG-Based Brain Computer Interface for Page-Turning During Presentation.

Aust. J. Intell. Inf. Process. Syst., 2010

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials.

Proceedings of the Neural Information Processing. Models and Applications, 2010

Proceedings of the ICDM 2010, 2010

Proceedings of the IEEE International Conference on Acoustics, 2010

Proceedings of the IEEE International Conference on Acoustics, 2010

Proceedings of the IEEE International Conference on Acoustics, 2010

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Proceedings of the Encyclopedia of Biometrics, 2009

Proceedings of the Encyclopedia of Biometrics, 2009

Gesture-recognizing hand-held interface with vibrotactile feedback for 3D interaction.

IEEE Trans. Consumer Electron., 2009

IEEE Signal Process. Lett., 2009

Pattern Recognit., 2009

Pattern Recognit., 2009

Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Neurocomputing, 2009

Proceedings of the 2009 workshop on Web Search Click Data, 2009

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Common Neighborhood Sub-graph Density as a Similarity Measure for Community Detection.

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Proceedings of the IEEE International Conference on Acoustics, 2009

Proceedings of the IEEE International Conference on Acoustics, 2009

Proceedings of the IEEE International Conference on Acoustics, 2009

Proceedings of the IEEE International Conference on Acoustics, 2009

Proceedings of the Advances in Machine Learning, 2009

2008

Pattern Recognit. Lett., 2008

Neural Networks, 2008

Independent arrays or independent time courses for gene expression time series data analysis.

Neurocomputing, 2008

IEEE Computer, 2008

Proceedings of the International Joint Conference on Neural Networks, 2008

Proceedings of the International Joint Conference on Neural Networks, 2008

Proceedings of the International Joint Conference on Neural Networks, 2008

Orthogonal Nonnegative Matrix Factorization: Multiplicative Updates on Stiefel Manifolds.

Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Proceedings of the IEEE International Conference on Acoustics, 2008

Proceedings of the IEEE International Conference on Acoustics, 2008

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

A Clinical Application of Ensemble ICA to the Quantification of Myocardial Blood Flow in Dynamic <i>H</i><sup>15</sup><sub>2</sub> <i>O</i> H^{{15}}_{2} O PET.

J. VLSI Signal Process., 2007

IEEE Signal Process. Lett., 2007

Pattern Recognit., 2007

Neurocomputing, 2007

Neurocomputing, 2007

Int. J. Neural Syst., 2007

Proceedings of the International Joint Conference on Neural Networks, 2007

Proceedings of the IJCAI 2007, 2007

Proceedings of the Machine Learning, 2007

Proceedings of the Advances in Biometrics, International Conference, 2007

Proceedings of the IEEE International Conference on Acoustics, 2007

Proceedings of the IEEE International Conference on Acoustics, 2007

Proceedings of the IEEE International Conference on Acoustics, 2007

Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007

Proceedings of the Machine Learning: ECML 2007, 2007

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

A Bayesian network classifier and hierarchical Gabor features for handwritten numeral recognition.

Pattern Recognit. Lett., 2006

Prediction of subcellular localization of proteins using pairwise sequence alignment and support vector machine.

Pattern Recognit. Lett., 2006

Pattern Recognit., 2006

Pattern Recognit., 2006

Neural Process. Lett., 2006

Differential learning algorithms for decorrelation and independent component analysis.

Neural Networks, 2006

Proceedings of the International Joint Conference on Neural Networks, 2006

Proceedings of the International Joint Conference on Neural Networks, 2006

ICA-Based Clustering for Resolving Permutation Ambiguity in Frequency-Domain Convolutive Source Separation.

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Proceedings of the Artificial Neural Networks, 2006

Proceedings of the Artificial Neural Networks, 2006

Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-Invariance.

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005

Pattern Recognit. Lett., 2005

Pattern Recognit. Lett., 2005

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

F-SEONS: a second-order frequency-domain algorithm for noisy convolutive source separation.

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models.

Proceedings of the Machine Learning: ECML 2005, 2005

Independent Subspaces of Gene Expression Data.

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005

2004

Pattern Recognit. Lett., 2004

Proceedings of the INTERSPEECH 2004, 2004

Proceedings of the Machine Learning, 2004

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Proceedings of the NNSP 2003, 2003

Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002

J. VLSI Signal Process., 2002

Neural Networks, 2002

Multichannel signal separation for cocktail party speech recognition: a dynamic recurrent network.

Neurocomputing, 2002

Comparative evaluation of CASA and BSS models for subband cocktail-party speech separation.

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Proceedings of the Artificial Neural Networks, 2002

2001

Correlation matching approach to source separation in the presence of spatially correlated noise.

Proceedings of the Sixth International Symposium on Signal Processing and its Applications, 2001

2000

J. VLSI Signal Process., 2000

Proceedings of the IEEE International Conference on Acoustics, 2000

Proceedings of the Biologically Motivated Computer Vision, 2000

1999

An unsupervised hybrid network for blind separation of independent non-Gaussian source signals in multipath environment.

J. Commun. Networks, 1999

Two spatio-temporal decorrelation learning algorithms and their application to multichannel blind deconvolution.

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

A Spurious Equilibria-free Learning Algorithm for the Blind Separation of Non-zoer Skewness Signals.

Neural Process. Lett., 1998

1997

Adaptive Blind Deconvolution and Equalization with Self-Adaptive Nonlinearities: An Information-theoretic Approach.

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

Natural Gradient Learning Algorithms for Decorrelation.

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

A learning algorithm for the blind separation of non-zero skewness source signals with no spurious equilibria.

Proceedings of the ESANN 1997, 1997