Hyekyoung Lee

According to our database1, Hyekyoung Lee authored at least 28 papers between 2003 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Altered dynamic electroencephalography connectome phase-space features of emotion regulation in social anxiety.
NeuroImage, 2019

Coidentification of Group-Level Hole Structures in Brain Networks via Hodge Laplacian.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Statistical Inference on the Number of Cycles in Brain Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Harmonic Holes as the Submodules of Brain Network and Network Dissimilarity.
Proceedings of the Computational Topology in Image Context - 7th International Workshop, 2019

2018
Phase Angle Spatial Embedding (PhASE) - A Kernel Method for Studying the Topology of the Human Functional Connectome.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Abnormal hole detection in brain connectivity by kernel density of persistence diagram and Hodge Laplacian.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Topological Distances Between Brain Networks.
Proceedings of the Connectomics in NeuroImaging - First International Workshop, 2017

Exact Topological Inference for Paired Brain Networks via Persistent Homology.
Proceedings of the Information Processing in Medical Imaging, 2017

2015
Brain Networks Engaged in Audiovisual Integration During Speech Perception Revealed by Persistent Homology-Based Network Filtration.
Brain Connect., 2015

2014
Abnormal metabolic connectivity in the pilocarpine-induced epilepsy rat model: A multiscale network analysis based on persistent homology.
NeuroImage, 2014

Hole Detection in Metabolic Connectivity of Alzheimer's Disease Using k -Laplacian.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013
Persistent Homological Sparse Network Approach to Detecting White Matter Abnormality in Maltreated Children: MRI and DTI Multimodal Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

2012
Persistent Brain Network Homology From the Perspective of Dendrogram.
IEEE Trans. Medical Imaging, 2012

Agreement between the white matter connectivity based on the tensor-based morphometry and the volumetric white matter parcellations based on diffusion tensor imaging.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Sparse Brain Network Recovery Under Compressed Sensing.
IEEE Trans. Medical Imaging, 2011

Computing the Shape of Brain Networks Using Graph Filtration and Gromov-Hausdorff Metric.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Discriminative persistent homology of brain networks.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Sparse topological data recovery in medical images.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Semi-Supervised Nonnegative Matrix Factorization.
IEEE Signal Process. Lett., 2010

2009
Group Nonnegative Matrix Factorization for EEG Classification.
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009

Kernel nonnegative matrix factorization for spectral EEG feature extraction.
Neurocomputing, 2009

2008
Non-negative matrix factorization with alpha-divergence.
Pattern Recognit. Lett., 2008

Noninvasive BCIs: Multiway Signal-Processing Array Decompositions.
Computer, 2008

CUR+NMF for learning spectral features from large data matrix.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Nonnegative Tensor Factorization for Continuous EEG Classification.
Int. J. Neural Syst., 2007

2006
Nonnegative Matrix Factorization for Motor Imagery EEG Classification.
Proceedings of the Artificial Neural Networks, 2006

2003
ICA+OPCA for artifact-robust classification of EEG data.
Proceedings of the NNSP 2003, 2003

PCA+HMM+SVM for EEG pattern classification.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003


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