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Random Subspace Ensemble Learning for Functional Near-Infrared Spectroscopy Brain-Computer Interfaces

Frontiers in human neuroscience, 2020-07, Vol.14, p.236-236

Shin, Jaeyoung

2020

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Feasibility of local interpretable model-agnostic explanations (LIME) algorithm as an effective and interpretable feature selection method: comparative fNIRS study

Biomedical Engineering Letters (BMEL), 2023, 13(4), , pp.689-703

Shin, Jaeyoung

2023

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Toward a compact hybrid brain-computer interface (BCI): Performance evaluation of multi-class hybrid EEG-fNIRS BCIs with limited number of channels

PloS one, 2020-03, Vol.15 (3), p.e0230491-e0230491

2020

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Inter-Brain Synchrony Pattern Investigation on Triadic Board Game Play-Based Social Interaction: An fNIRS Study

IEEE transactions on neural systems and rehabilitation engineering, 2023-01, Vol.31, p.1-1

2023

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Inter-Brain Synchrony Levels According to Task Execution Modes and Difficulty Levels: An fNIRS/GSR Study

IEEE transactions on neural systems and rehabilitation engineering, 2022, Vol.30, p.194-204

2022

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A Ternary Hybrid EEG-NIRS Brain-Computer Interface for the Classification of Brain Activation Patterns during Mental Arithmetic, Motor Imagery, and Idle State

Frontiers in neuroinformatics, 2018-02, Vol.12, p.5-5

2018

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Performance enhancement of a brain-computer interface using high-density multi-distance NIRS

Scientific reports, 2017-11, Vol.7 (1), p.16545-10, Article 16545

2017

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Near-infrared spectroscopy (NIRS)-based eyes-closed brain-computer interface (BCI) using prefrontal cortex activation due to mental arithmetic

Scientific reports, 2016-11, Vol.6 (1), p.36203-36203, Article 36203

2016

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Performance Improvement of Near-Infrared Spectroscopy-Based Brain-Computer Interface Using Regularized Linear Discriminant Analysis Ensemble Classifier Based on Bootstrap Aggregating

Frontiers in neuroscience, 2020-03, Vol.14, p.168-168

2020

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Subdividing Stress Groups into Eustress and Distress Groups Using Laterality Index Calculated from Brain Hemodynamic Response

Biosensors (Basel), 2022-01, Vol.12 (1), p.33

2022

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BIM-Based Maintenance Data Processing Mechanism through COBie Standard Development for Port Facility

Applied sciences, 2022-02, Vol.12 (3), p.1304

2022

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Investigation of the Lower Bound of Outage Threshold in Indoor Power-Line Networks

IEEE transactions on power delivery, 2016-06, Vol.31 (3), p.913-920

2016

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Eyes-closed hybrid brain-computer interface employing frontal brain activation

PloS one, 2018-05, Vol.13 (5), p.e0196359-e0196359

2018

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Visual language approach to representing KBimCode-based Korea building code sentences for automated rule checking

Journal of Computational Design and Engineering , 2019, 6(2), , pp.143-148

2019

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Improvement of Information Transfer Rates Using a Hybrid EEG-NIRS Brain-Computer Interface with a Short Trial Length: Offline and Pseudo-Online Analyses

Sensors (Basel, Switzerland), 2018-06, Vol.18 (6), p.1827

2018

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System Level ESD Coupling Analysis Using Coupling Transfer Impedance Function

IEEE transactions on electromagnetic compatibility, 2018-04, Vol.60 (2), p.310-321

2018

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Improved Outage Probability of Indoor PLC System for Multiple Users Using Resource Allocation Algorithms

IEEE transactions on power delivery, 2013-10, Vol.28 (4), p.2228-2235

2013

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BRAF activates PAX3 to control muscle precursor cell migration during forelimb muscle development

eLife, 2016-12, Vol.5

2016

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On the Feasibility of Using an Ear-EEG to Develop an Endogenous Brain-Computer Interface

Sensors (Basel, Switzerland), 2018-08, Vol.18 (9), p.2856

2018

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Exploiting Continuity/Discontinuity of Basis Vectors in Spectrogram Decomposition for Harmonic-Percussive Sound Separation

IEEE/ACM transactions on audio, speech, and language processing, 2017-05, Vol.25 (5), p.1061-1074

2017

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Classifying Children with ADHD Based on Prefrontal Functional Near-infrared Spectroscopy Using Machine Learning

Clinical Psychopharmacology and Neuroscience, 2023, 21(4), , pp.693-700

2023

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Ternary Near-Infrared Spectroscopy Brain-Computer Interface With Increased Information Transfer Rate Using Prefrontal Hemodynamic Changes During Mental Arithmetic, Breath-Holding, and Idle State

IEEE access, 2018-01, Vol.6, p.19491-19498

2018

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Compositional dependence of structure and wetting properties of CoO-doped silicate glass for porcelain enamel

Journal of the Ceramic Society of Japan, 2018-06, Vol.126 (6), p.469-474

2018

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Channel Modeling for Indoor Broadband Power-Line Communications Networks With Arbitrary Topologies by Taking Adjacent Nodes Into Account

IEEE transactions on power delivery, 2011-07, Vol.26 (3), p.1432-1439

2011

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Electrical and mechanical diagnosis of aging 600 V rated STP cables in a nuclear power plant

IEEE transactions on dielectrics and electrical insulation, 2017-06, Vol.24 (3), p.1574-1581

2017

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Random Subspace Ensemble Learning for Functional Near-Infrared Spectroscopy Brain-Computer Interfaces

Feasibility of local interpretable model-agnostic explanations (LIME) algorithm as an effective and interpretable feature selection method: comparative fNIRS study

Toward a compact hybrid brain-computer interface (BCI): Performance evaluation of multi-class hybrid EEG-fNIRS BCIs with limited number of channels

Inter-Brain Synchrony Pattern Investigation on Triadic Board Game Play-Based Social Interaction: An fNIRS Study

Inter-Brain Synchrony Levels According to Task Execution Modes and Difficulty Levels: An fNIRS/GSR Study

A Ternary Hybrid EEG-NIRS Brain-Computer Interface for the Classification of Brain Activation Patterns during Mental Arithmetic, Motor Imagery, and Idle State

Performance enhancement of a brain-computer interface using high-density multi-distance NIRS

Near-infrared spectroscopy (NIRS)-based eyes-closed brain-computer interface (BCI) using prefrontal cortex activation due to mental arithmetic

Performance Improvement of Near-Infrared Spectroscopy-Based Brain-Computer Interface Using Regularized Linear Discriminant Analysis Ensemble Classifier Based on Bootstrap Aggregating

Subdividing Stress Groups into Eustress and Distress Groups Using Laterality Index Calculated from Brain Hemodynamic Response

BIM-Based Maintenance Data Processing Mechanism through COBie Standard Development for Port Facility

Investigation of the Lower Bound of Outage Threshold in Indoor Power-Line Networks

Eyes-closed hybrid brain-computer interface employing frontal brain activation

Visual language approach to representing KBimCode-based Korea building code sentences for automated rule checking

Improvement of Information Transfer Rates Using a Hybrid EEG-NIRS Brain-Computer Interface with a Short Trial Length: Offline and Pseudo-Online Analyses

System Level ESD Coupling Analysis Using Coupling Transfer Impedance Function

Improved Outage Probability of Indoor PLC System for Multiple Users Using Resource Allocation Algorithms

BRAF activates PAX3 to control muscle precursor cell migration during forelimb muscle development

On the Feasibility of Using an Ear-EEG to Develop an Endogenous Brain-Computer Interface

Exploiting Continuity/Discontinuity of Basis Vectors in Spectrogram Decomposition for Harmonic-Percussive Sound Separation

Classifying Children with ADHD Based on Prefrontal Functional Near-infrared Spectroscopy Using Machine Learning

Ternary Near-Infrared Spectroscopy Brain-Computer Interface With Increased Information Transfer Rate Using Prefrontal Hemodynamic Changes During Mental Arithmetic, Breath-Holding, and Idle State

Compositional dependence of structure and wetting properties of CoO-doped silicate glass for porcelain enamel

Channel Modeling for Indoor Broadband Power-Line Communications Networks With Arbitrary Topologies by Taking Adjacent Nodes Into Account

Electrical and mechanical diagnosis of aging 600 V rated STP cables in a nuclear power plant

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