Heung-Il Suk

Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020

Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision.

[BibT_eX]

[DOI]

Kwanseok Oh

Jee Seok Yoon

CoRR, 2020

Deep Recurrent Disease Progression Model for Conversion-Time Prediction of Alzheimer's Disease.

[BibT_eX]

[DOI]

Wonsik Jung

Eunji Jun

CoRR, 2020

Enriched Representation Learning in Resting-State fMRI for Early MCI Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

VIGNet: A Deep Convolutional Neural Network for EEG-based Driver Vigilance Estimation.

[BibT_eX]

[DOI]

Proceedings of the 8th International Winter Conference on Brain-Computer Interface, 2020

2019

Low-rank dimensionality reduction for multi-modality neurodegenerative disease identification.

[BibT_eX]

[DOI]

World Wide Web, 2019

Group sparse reduced rank regression for neuroimaging genetic study.

[BibT_eX]

[DOI]

Alzheimer's Disease Neuroimaging Initiative

World Wide Web, 2019

Multi-scale gradual integration CNN for false positive reduction in pulmonary nodule detection.

[BibT_eX]

[DOI]

Neural Networks, 2019

Toward an interpretable Alzheimer's disease diagnostic model with regional abnormality representation via deep learning.

[BibT_eX]

[DOI]

NeuroImage, 2019

Modeling regional dynamics in low-frequency fluctuation and its application to Autism spectrum disorder diagnosis.

[BibT_eX]

[DOI]

NeuroImage, 2019

Toward Subject Invariant and Class Disentangled Representation in BCI via Cross-Domain Mutual Information Estimator.

[BibT_eX]

[DOI]

CoRR, 2019

Plug-in Factorization for Latent Representation Disentanglement.

[BibT_eX]

[DOI]

Jee Seok Yoon

Wonjun Ko

CoRR, 2019

Special issue on machine learning in medical imaging.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2019

Unified Modeling of Imputation, Forecasting, and Prediction for AD Progression.

[BibT_eX]

[DOI]

Wonsik Jung

Ahmad Wisnu Mulyadi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Stochastic Imputation and Uncertainty-Aware Attention to EHR for Mortality Prediction.

[BibT_eX]

[DOI]

Eunji Jun

Ahmad Wisnu Mulyadi

Proceedings of the International Joint Conference on Neural Networks, 2019

Semi-Supervised Deep Adversarial Learning for Brain-Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019

Domain Adaptation with Source Selection for Motor-Imagery based BCI.

[BibT_eX]

[DOI]

Eunjin Jeon

Wonjun Ko

Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019

2018

Multi-Scale Gradual Integration CNN for False Positive Reduction in Pulmonary Nodule Detection.

[BibT_eX]

[DOI]

Bum-Chae Kim

Jun-Sik Choi

CoRR, 2018

Probabilistic Source Separation on Resting-State fMRI and Its Use for Early MCI Identification.

[BibT_eX]

[DOI]

Eunsong Kang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Regional Abnormality Representation Learning in Structural MRI for AD/MCI Diagnosis.

[BibT_eX]

[DOI]

Jun-Sik Choi

Eunho Lee

Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Deep recurrent spatio-temporal neural network for motor imagery based BCI.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

2017

Individual Identification Using Cognitive Electroencephalographic Neurodynamics.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2017

Low-Rank Graph-Regularized Structured Sparse Regression for Identifying Genetic Biomarkers.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2017

A novel relational regularization feature selection method for joint regression and classification in AD diagnosis.

[BibT_eX]

[DOI]

Medical Image Anal., 2017

Deep ensemble learning of sparse regression models for brain disease diagnosis.

[BibT_eX]

[DOI]

Medical Image Anal., 2017

Region-Wise Stochastic Pattern Modeling for Autism Spectrum Disorder Identification and Temporal Dynamics Analysis.

[BibT_eX]

[DOI]

Eunji Jun

Proceedings of the Connectomics in NeuroImaging - First International Workshop, 2017

An Introduction to Neural Networks and Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016

Sparse Multi-Response Tensor Regression for Alzheimer's Disease Study With Multivariate Clinical Assessments.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2016

Subspace Regularized Sparse Multitask Learning for Multiclass Neurodegenerative Disease Identification.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2016

State-space model with deep learning for functional dynamics estimation in resting-state fMRI.

[BibT_eX]

[DOI]

NeuroImage, 2016

Joint Discriminative and Representative Feature Selection for Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Structured Sparse Low-Rank Regression Model for Brain-Wide and Genome-Wide Associations.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Deep Ensemble Sparse Regression Network for Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Deep feature learning for pulmonary nodule classification in a lung CT.

[BibT_eX]

[DOI]

Bum-Chae Kim

Yu Sub Sung

Proceedings of the 4th International Winter Conference on Brain-Computer Interface, 2016

An empirical suggestion for collaborative learning in motor imagery-based BCIs.

[BibT_eX]

[DOI]

Eunsong Kang

Bum-Chae Kim

Proceedings of the 4th International Winter Conference on Brain-Computer Interface, 2016

2015

Motion Influence Map for Unusual Human Activity Detection and Localization in Crowded Scenes.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2015

Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis.

[BibT_eX]

[DOI]

Neuroinformatics, 2015

Multi-view Classification for Identification of Alzheimer's Disease.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

A Hybrid of Deep Network and Hidden Markov Model for MCI Identification with Resting-State fMRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Combined regression and classification approach for prediction of driver's braking intention.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015

2014

A novel matrix-similarity based loss function for joint regression and classification in AD diagnosis.

[BibT_eX]

[DOI]

NeuroImage, 2014

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis.

[BibT_eX]

[DOI]

NeuroImage, 2014

Sparse Discriminative Feature Selection for Multi-class Alzheimer's Disease Classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

A Novel Multi-relation Regularization Method for Regression and Classification in AD Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-modality Canonical Feature Selection for Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Online Discriminative Multi-atlas Learning for Isointense Infant Brain Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Clustering-Induced Multi-task Learning for AD/MCI Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Deep Learning Based Imaging Data Completion for Improved Brain Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

View-Invariant 3D Action Recognition Using Spatiotemporal Self-Similarities from Depth Camera.

[BibT_eX]

[DOI]

Areum Lee

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

Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Modeling crowd motions for abnormal activity detection.

[BibT_eX]

[DOI]

Dong-Gyu Lee

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

2013

Person authentication from neural activity of face-specific visual self-representation.

[BibT_eX]

[DOI]

Seul-Ki Yeom

Pattern Recognit., 2013

A Novel Bayesian Framework for Discriminative Feature Extraction in Brain-Computer Interfaces.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Non-homogeneous spatial filter optimization for ElectroEncephaloGram (EEG)-based motor imagery classification.

[BibT_eX]

[DOI]

Tae-Eui Kam

Neurocomputing, 2013

Discriminative Group Sparse Representation for Mild Cognitive Impairment Classification.

[BibT_eX]

[DOI]

Chong-Yaw Wee

Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Deep Learning-Based Feature Representation for AD/MCI Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

High-Order Graph Matching Based Feature Selection for Alzheimer's Disease Identification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Multi-task Sparse Classifier for Diagnosis of MCI Conversion to AD with Longitudinal MR Images.

[BibT_eX]

[DOI]

Manhua Liu

Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Integrating Multiple Network Properties for MCI Identification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Eeg-based person authentication using face stimuli.

[BibT_eX]

[DOI]

Seul-Ki Yeom

Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013

A Bayesian approach for spatio-spectral filter optimization in BCI.

[BibT_eX]

[DOI]

Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013

Non-homogeneous spatial filter optimization for EEG-based brain-computer interfaces.

[BibT_eX]

[DOI]

Tae-Eui Kam

Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013

Crowd Behavior Representation Using Motion Influence Matrix for Anomaly Detection.

[BibT_eX]

[DOI]

Dong-Gyu Lee

Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012

Accelerating generalized Iterative Scaling Based on Staggered Aitken Method for on-Line Conditional Random Fields.

[BibT_eX]

[DOI]

Hee-Deok Yang

Int. J. Wavelets Multiresolution Inf. Process., 2012

Biased Manifold Learning for View Invariant Body Pose Estimation.

[BibT_eX]

[DOI]

Int. J. Wavelets Multiresolution Inf. Process., 2012

Incremental Sparse Pseudo-input Gaussian Process Regression.

[BibT_eX]

[DOI]

Yuzhuo Wang

Int. J. Pattern Recognit. Artif. Intell., 2012

Online learning of sparse pseudo-input Gaussian Process.

[BibT_eX]

[DOI]

Yuzhuo Wang

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

2011

A Network of Dynamic Probabilistic Models for Human Interaction Analysis.

[BibT_eX]

[DOI]

Anil K. Jain

IEEE Trans. Circuits Syst. Video Technol., 2011

Subject and class specific frequency bands selection for multiclass motor imagery classification.

[BibT_eX]

[DOI]

Int. J. Imaging Syst. Technol., 2011

A probabilistic approach to spatio-spectral filters optimization in Brain-Computer Interface.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2011

Data-Driven Frequency Bands Selection in EEG-Based Brain-Computer Interface.

[BibT_eX]

[DOI]

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

2010

Hand gesture recognition based on dynamic Bayesian network framework.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

2009

Analyzing human interactions with a network of dynamic probabilistic models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

2008

Robust modeling and recognition of hand gestures with dynamic Bayesian network.

[BibT_eX]

[DOI]

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

Recognizing hand gestures using dynamic Bayesian network.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2006

HMM-Based Gait Recognition with Human Profiles.

[BibT_eX]

[DOI]