Seungjin Choi
Orcid: 0000-0002-7873-4616
According to our database1,
Seungjin Choi
authored at least 224 papers
between 1997 and 2024.
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Bibliography
2024
Comparison of AI with and without hand-crafted features to classify Alzheimer's disease in different languages.
Comput. Biol. Medicine, 2024
2023
J. Open Source Softw., October, 2023
2022
Combinatorial Bayesian optimization with random mapping functions to convex polytopes.
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Proceedings of the International Conference on Electronics, Information, and Communication, 2022
On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021
2020
Combinatorial Bayesian Optimization with Random Mapping Functions to Convex Polytope.
CoRR, 2020
Exploring the Structural and Strategic Bases of Autism Spectrum Disorders With Deep Learning.
IEEE Access, 2020
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
The latent learning model to derive semantic relations of words from unstructured text data in social media.
Multim. Tools Appl., 2019
Practical Bayesian Optimization with Threshold-Guided Marginal Likelihood Maximization.
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
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
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
A robust ensemble-based trust and reputation system against different types of intruder attacks.
Int. J. Comput. Math., 2016
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
Proceedings of the 4th International Winter Conference on Brain-Computer Interface, 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
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
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015
Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 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. Eng., 2014
Pattern Recognit. Lett., 2014
Neural Networks, 2014
TEMPI: probabilistic modeling time-evolving differential PPI networks with multiPle information.
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
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
Spatial patterns of SSSEP under the selective attention to tactile stimuli in each hand.
Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014
Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014
Proceedings of the 2014 International Winter Workshop on Brain-Computer Interface, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 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
J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2013
Proceedings of the 1st International Conference on Learning Representations, 2013
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
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
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 International Winter Workshop on Brain-Computer Interface, 2013
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
2012
Proceedings of the Handbook of Natural Computing, 2012
IEEE Trans. Biomed. Eng., 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. Biol. 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 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
Proceedings of the 2nd Asian Conference on Machine Learning, 2010
J. Comput. Sci. Eng., 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 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
Gesture-recognizing hand-held interface with vibrotactile feedback for 3D interaction.
IEEE Trans. Consumer Electron., 2009
IEEE Signal Process. Lett., 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
Independent arrays or independent time courses for gene expression time series data analysis.
Neurocomputing, 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
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
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
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
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
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 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
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
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 5th Eurorean Symposium on Artificial Neural Networks, 1997