• 7544 Citations
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1988 …2020

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Article
2020

A Framework for Schizophrenia EEG Signal Classification with Nature Inspired Optimization Algorithms

Prabhakar, S. K., Rajaguru, H. & Lee, S. W., 2020, In : IEEE Access. 8, p. 39875-39897 23 p., 9007451.

Research output: Contribution to journalArticle

Open Access

A Subject-Transfer Framework Based on Single-Trial EMG Analysis Using Convolutional Neural Networks

Kim, K. T., Guan, C. & Lee, S. W., 2020 Jan, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28, 1, p. 94-103 10 p., 8865669.

Research output: Contribution to journalArticle

1 Citation (Scopus)

A two-stream symmetric network with bidirectional ensemble for aerial image matching

Park, J. H., Nam, W. J. & Lee, S. W., 2020 Feb 1, In : Remote Sensing. 12, 3, 465.

Research output: Contribution to journalArticle

Open Access

Classification of pilots’ mental states using a multimodal deep learning network

Han, S. Y., Kwak, N. S., Oh, T. & Lee, S. W., 2020 Jan 1, In : Biocybernetics and Biomedical Engineering. 40, 1, p. 324-336 13 p.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Coarse-to-fine deep metric learning for remote sensing image retrieval

Yun, M. S., Nam, W. J. & Lee, S. W., 2020 Jan 1, In : Remote Sensing. 12, 2, 219.

Research output: Contribution to journalArticle

Open Access

Decoding Movement-Related Cortical Potentials Based on Subject-Dependent and Section-Wise Spectral Filtering

Jeong, J. H., Kwak, N. S., Guan, C. & Lee, S. W., 2020 Mar, In : IEEE Transactions on Neural Systems and Rehabilitation Engineering. 28, 3, p. 687-698 12 p., 8960436.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis

Shi, Y., Suk, H. I., Gao, Y., Lee, S. W. & Shen, D., 2020 Jan, In : IEEE Transactions on Neural Networks and Learning Systems. 31, 1, p. 186-200 15 p., 8672088.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Mammographic mass segmentation using multichannel and multiscale fully convolutional networks

Xu, S., Adeli, E., Cheng, J. Z., Xiang, L., Li, Y., Lee, S. W. & Shen, D., 2020 Jan 1, (Accepted/In press) In : International Journal of Imaging Systems and Technology.

Research output: Contribution to journalArticle

Three-stream fusion network for first-person interaction recognition

Kim, Y. J., Lee, D. G. & Lee, S. W., 2020 Jul, In : Pattern Recognition. 103, 107279.

Research output: Contribution to journalArticle

2019

Alteration of coupling between brain and heart induced by sedation with propofol and midazolam

Won, D. O., Lee, B. R., Seo, K. S., Kim, H. J. & Lee, S. W., 2019 Jan 1, In : PloS one. 14, 7, e0219238.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

Automatic brain labeling via multi-atlas guided fully convolutional networks

Fang, L., Zhang, L., Nie, D., Cao, X., Rekik, I., Lee, S. W., He, H. & Shen, D., 2019 Jan 1, In : Medical Image Analysis. 51, p. 157-168 12 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Block-Extraction and Haar Transform Based Linear Singularity Representation for Image Enhancement

Hou, Y., Qu, X., Liu, G., Lee, S. W. & Shen, D., 2019 Jan 1, In : Mathematical Problems in Engineering. 2019, 6395147.

Research output: Contribution to journalArticle

Open Access

Classification of drowsiness levels based on a deep spatio-temporal convolutional bidirectional lstm network using electroencephalography signals

Jeong, J. H., Yu, B. W., Lee, D. H. & Lee, S. W., 2019, In : Brain Sciences. 9, 12, 348.

Research output: Contribution to journalArticle

Open Access
6 Citations (Scopus)

Comparative analysis of features extracted from EEG spatial, spectral and temporal domains for binary and multiclass motor imagery classification

Lee, S. B., Kim, H. J., Kim, H., Jeong, J. H., Lee, S. W. & Kim, D-J., 2019 Oct 1, In : Information Sciences. 502, p. 190-200 11 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Connectivity differences between consciousness and unconsciousness in non-rapid eye movement sleep: a TMS–EEG study

Lee, M., Baird, B., Gosseries, O., Nieminen, J. O., Boly, M., Postle, B. R., Tononi, G. & Lee, S. W., 2019 Dec 1, In : Scientific Reports. 9, 1, 5175.

Research output: Contribution to journalArticle

Open Access
8 Citations (Scopus)

EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy

Lee, M. H., Kwon, O. Y., Kim, Y. J., Kim, H. K., Lee, Y. E., Williamson, J., Fazli, S. & Lee, S. W., 2019 May 1, In : GigaScience. 8, 5

Research output: Contribution to journalArticle

Open Access
16 Citations (Scopus)

Inter-Network High-Order Functional Connectivity (IN-HOFC) and its Alteration in Patients with Mild Cognitive Impairment

Zhang, H., Giannakopoulos, P., Haller, S., Shen, D., Lee, S. W. & Qiu, S., 2019 Jan 1, In : Neuroinformatics.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Metaheuristic-Based Dimensionality Reduction and Classification Analysis of PPG Signals for Interpreting Cardiovascular Disease

Prabhakar, S. K., Rajaguru, H. & Lee, S. W., 2019 Jan 1, In : IEEE Access. 7, p. 165181-165206 26 p., 8886503.

Research output: Contribution to journalArticle

Open Access

Oblique aerial image matching based on iterative simulation and homography evaluation

Song, W. H., Jung, H. G., Gwak, I. Y. & Lee, S. W., 2019 Mar 1, In : Pattern Recognition. 87, p. 317-331 15 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Possible Effect of Binaural Beat Combined With Autonomous Sensory Meridian Response for Inducing Sleep

Lee, M., Song, C. B., Shin, G. H. & Lee, S. W., 2019 Dec 2, In : Frontiers in Human Neuroscience. 13, 425.

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)

Prediction of partially observed human activity based on pre-trained deep representation

Lee, D. G. & Lee, S. W., 2019 Jan 1, In : Pattern Recognition. 85, p. 198-206 9 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Robust detection of event-related potentials in a user-voluntary short-term imagery task

Lee, M. H., Williamson, J., Kee, Y. J., Fazli, S. & Lee, S. W., 2019 Jan 1, In : PloS one. 14, 12, e0226236.

Research output: Contribution to journalArticle

Open Access

Strength and similarity guided group-level brain functional network construction for MCI diagnosis

Zhang, Y., Zhang, H., Chen, X., Liu, M., Zhu, X., Lee, S. W. & Shen, D., 2019 Apr 1, In : Pattern Recognition. 88, p. 421-430 10 p.

Research output: Contribution to journalArticle

28 Citations (Scopus)

Two-Phase Incremental Kernel PCA for Learning Massive or Online Datasets

Zhao, F., Rekik, I., Lee, S. W., Liu, J., Zhang, J., Shen, D. & Garcia-Rodriguez, J., 2019, In : Complexity. 2019, 5937274.

Research output: Contribution to journalArticle

Open Access
4 Citations (Scopus)

Weighted graph regularized sparse brain network construction for MCI identification

Yu, R., Qiao, L., Chen, M., Lee, S. W., Fei, X. & Shen, D., 2019 Jun 1, In : Pattern Recognition. 90, p. 220-231 12 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2018

A High Performance Spelling System based on EEG-EOG Signals with Visual Feedback

Lee, M. H., Williamson, J., Won, D. O., Fazli, S. & Lee, S. W., 2018 May 19, (Accepted/In press) In : IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Research output: Contribution to journalArticle

26 Citations (Scopus)

A Novel Linelet-Based Representation for Line Segment Detection

Cho, N. G., Yuille, A. & Lee, S. W., 2018 May 1, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 5, p. 1195-1208 14 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)
28 Citations (Scopus)

Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion

for the Alzheimer's Disease Neuroimaging Initiative, 2018 Apr 1, In : Medical Image Analysis. 45, p. 68-82 15 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Discriminative context learning with gated recurrent unit for group activity recognition

Kim, P. S., Lee, D. G. & Lee, S. W., 2018 Apr 1, In : Pattern Recognition. 76, p. 149-161 13 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)

Enhancing the representation of functional connectivity networks by fusing multi-view information for autism spectrum disorder diagnosis

Huang, H., Liu, X., Jin, Y., Lee, S. W., Wee, C. Y. & Shen, D., 2018 Jan 1, (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

8 Citations (Scopus)

Mental fatigue in central-field and peripheral-field steady-state visually evoked potential and its effects on event-related potential responses

Lee, M. H., Williamson, J., Lee, Y. E. & Lee, S. W., 2018 Oct 17, In : NeuroReport. 29, 15, p. 1301-1308 8 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Robust brain ROI segmentation by deformation regression and deformable shape model

Wu, Z., Guo, Y., Park, S. H., Gao, Y., Dong, P., Lee, S. W. & Shen, D., 2018 Jan 1, In : Medical Image Analysis. 43, p. 198-213 16 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Tumor tissue detection using blood-oxygen-level-dependent functional MRI based on independent component analysis

Huang, H., Lu, J., Wu, J., Ding, Z., Chen, S., Duan, L., Cui, J., Chen, F., Kang, D., Qi, L., Qiu, W., Lee, S. W., Qiu, S. J., Shen, D., Zang, Y. F. & Zhang, H., 2018 Dec 1, In : Scientific Reports. 8, 1, 1223.

Research output: Contribution to journalArticle

8 Citations (Scopus)
2017

A convolutional neural network for steady state visual evoked potential classification under ambulatory environment

Kwak, N. S., Müller, K. R. & Lee, S. W., 2017 Feb, In : PloS one. 12, 2, e0172578.

Research output: Contribution to journalArticle

70 Citations (Scopus)

A Hierarchical Feature and Sample Selection Framework and Its Application for Alzheimer's Disease Diagnosis

An, L., Adeli, E., Liu, M., Zhang, J., Lee, S. W. & Shen, D., 2017 Mar 30, In : Scientific Reports. 7, 45269.

Research output: Contribution to journalArticle

12 Citations (Scopus)

A robust lane detection method based on vanishing point estimation using the relevance of line segments

Yoo, J. H., Lee, S. W., Park, S. K. & Kim, D. H., 2017 Dec 1, In : IEEE Transactions on Intelligent Transportation Systems. 18, 12, p. 3254-3266 13 p., 7888516.

Research output: Contribution to journalArticle

40 Citations (Scopus)

A virtual mouse interface with a two-layered Bayesian network

Roh, M. C., Kang, D., Huh, S. & Lee, S. W., 2017 Jan 1, In : Multimedia Tools and Applications. 76, 2, p. 1615-1638 24 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Compositional interaction descriptor for human interaction recognition

Cho, N. G., Park, S. H., Park, J. S., Park, U. & Lee, S. W., 2017 Dec 6, In : Neurocomputing. 267, p. 169-181 13 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)

DAPs: Mining using change-point detection of epileptic activity time series data

Kim, S. H., Li, L., Faloutsos, C., Yang, H. J. & Lee, S. W., 2017 Mar 1, In : Journal of Information Science and Engineering. 33, 2, p. 517-536 20 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Deep ensemble learning of sparse regression models for brain disease diagnosis

Suk, H-I., Lee, S. W. & Shen, D., 2017 Apr 1, In : Medical Image Analysis. 37, p. 101-113 13 p.

Research output: Contribution to journalArticle

79 Citations (Scopus)

Discriminative self-representation sparse regression for neuroimaging-based alzheimer’s disease diagnosis

Zhu, X., Suk, H-I., Lee, S. W. & Shen, D., 2017 Jun 17, (Accepted/In press) In : Brain Imaging and Behavior. p. 1-14 14 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Extraction of dynamic functional connectivity from brain grey matter and white matter for MCI classification

Chen, X., Zhang, H., Zhang, L., Shen, C., Lee, S. W. & Shen, D., 2017, (Accepted/In press) In : Human Brain Mapping.

Research output: Contribution to journalArticle

65 Citations (Scopus)

FitMine: automatic mining for time-evolving signals of cardiotocography monitoring

Kim, S. H., Yang, H. J. & Lee, S. W., 2017 Feb 13, (Accepted/In press) In : Data Mining and Knowledge Discovery. p. 1-25 25 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Hierarchical High-Order Functional Connectivity Networks and Selective Feature Fusion for MCI Classification

The Alzheimer’S Disease Neuroimaging Initiative, 2017 May 29, (Accepted/In press) In : Neuroinformatics. p. 1-14 14 p.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Hybrid High-order Functional Connectivity Networks Using Resting-state Functional MRI for Mild Cognitive Impairment Diagnosis

Zhang, Y., Zhang, H., Chen, X., Lee, S. W. & Shen, D., 2017 Dec 1, In : Scientific Reports. 7, 1, 6530.

Research output: Contribution to journalArticle

41 Citations (Scopus)

Individual Identification Using Cognitive Electroencephalographic Neurodynamics

Min, B-K., Suk, H. I., Ahn, M. H., Lee, M. H. & Lee, S. W., 2017 Sep 1, In : IEEE Transactions on Information Forensics and Security. 12, 9, p. 2159-2167 9 p., 7915720.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Motion-based Rapid Serial Visual Presentation for Gaze-Independent Brain-Computer Interfaces

Won, D. O., Hwang, H. J., Kim, D. M., Muller, K. & Lee, S. W., 2017 Aug 11, (Accepted/In press) In : IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Research output: Contribution to journalArticle

16 Citations (Scopus)

Multiple functional networks modeling for autism spectrum disorder diagnosis

Kam, T. E., Suk, H-I. & Lee, S. W., 2017 Nov 1, In : Human Brain Mapping. 38, 11, p. 5804-5821 18 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Network Properties in Transitions of Consciousness during Propofol-induced Sedation

Lee, M., Sanders, R. D., Yeom, S. K., Won, D. O., Seo, K. S., Kim, H. J., Tononi, G. & Lee, S. W., 2017 Dec 1, In : Scientific Reports. 7, 1, 16791.

Research output: Contribution to journalArticle

31 Citations (Scopus)