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Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG

Biomedical signal processing and control, 2020-08, Vol.61, p.102037, Article 102037

2020

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Quantile Autoencoder With Abnormality Accumulation for Anomaly Detection of Multivariate Sensor Data

IEEE access, 2022, Vol.10, p.70428-70439

2022

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Characteristic Analysis of Data Preprocessing for 3D Point Cloud Classification Based on a Deep Neural Network: PointNet

JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2021-02, Vol.41 (1), p.19-24

2021

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Unsupervised Domain Adaptation for Classification of Imbalanced Time Series Data

JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2023-12, Vol.43 (6), p.458-467

2023

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Development of deep autoencoder-based anomaly detection system for HANARO

Nuclear Engineering and Technology, 2023, 55(2), , pp.475-483

2023

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Nondestructive Evaluation of Thermal Aging in Al6061 Alloy by Measuring Acoustic Nonlinearity of Laser-Generated Surface Acoustic Waves

Metals (Basel ), 2020-01, Vol.10 (1), p.38

2020

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Multi-modal Shape Classification using Point Cloud and Projection Images

JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2022-02, Vol.42 (1), p.18-25

Seo, Hogeon

2022

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Monitoring of Thermal Aging of Aluminum Alloy via Nonlinear Propagation of Acoustic Pulses Generated and Detected by Lasers

Applied sciences, 2019-03, Vol.9 (6), p.1191

2019

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Can Untrained Neural Networks Detect Anomalies?

IEEE transactions on industrial informatics, 2024-04, Vol.20 (4), p.6477-6488

2024

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In-Line Ultrasonic Monitoring for Sediments Stuck on Inner Wall of a Polyvinyl Chloride Pipe

TheScientificWorld, 2014-01, Vol.2014 (2014), p.1-8

2014

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SleePyCo: Automatic sleep scoring with feature pyramid and contrastive learning

Expert systems with applications, 2024-04, Vol.240, p.122551, Article 122551

2024

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Measurement of Elastic Constants by Simultaneously Sensing Longitudinal and Shear Waves as an Overlapped Signal

Journal of the Korean Society for Nondestructive Testing, 2016-04, Vol.36 (2), p.138-148

2016

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Probability propagation for faster and efficient point cloud segmentation using a neural network

Pattern recognition letters, 2023-06, Vol.170, p.24-31

2023

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Symmetry-informed surrogates with data-free constraint for real-time acoustic wave propagation

Applied acoustics, 2023-11, Vol.214, p.109686, Article 109686

2023

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Autoencoder-Based Restoration of Multi-Channel Sensor Signal Loss

JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2024-06, Vol.44 (3), p.213-218

2024

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Deep Reinforcement Learning for 3D Localization from Multi-channel Time-series Signals

Journal of Institute of Control, Robotics and Systems, 2022-11, Vol.28 (11), p.973-980

2022

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Nonlinear ultrasonic technique for closed crack detection

The Journal of the Acoustical Society of America, 2015-09, Vol.138 (3_Supplement), p.1836-1836

2015

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Bayesian Optimization for 3D Source Localization from Multi-channel Time-series Signals

JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2023-02, Vol.43 (1), p.44-51

2023

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Feature Extraction-Based Anomaly Detection on Time-Series Data

JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2024-02, Vol.44 (1), p.24-29

2024

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Synthetic aperture imaging of contact acoustic nonlinearity to visualize the closing interfaces using tone-burst ultrasonic waves

Mechanical systems and signal processing, 2019-06, Vol.125, p.257-274

2019

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Feasibility of MFC (Macro-Fiber Composite) Transducers for Guided Wave Technique

Journal of the Korean Society for Nondestructive Testing, 2013-06, Vol.33 (3), p.264-269

2013

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Performance Comparison of a Surrogate Model of Acoustic Wave Propagation According to Sampling Methods

JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2023-02, Vol.43 (1), p.60-68

2023

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Development of deep autoencoder-based anomaly detection system for HANARO

Nuclear engineering and technology, 2023, Vol.55 (2), p.475-483

2023

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Deep Learning for 3D Source Localization from Acoustic Emission Signals

JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2022-02, Vol.42 (1), p.34-42

2022

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Pump State Classification using Automated Machine Learning based on Feature Extraction

JOURNAL OF THE KOREAN SOCIETY FOR NONDESTRUCTIVE TESTING, 2024-04, Vol.44 (2), p.81-88

2024

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Intra- and inter-epoch temporal context network (IITNet) using sub-epoch features for automatic sleep scoring on raw single-channel EEG

Quantile Autoencoder With Abnormality Accumulation for Anomaly Detection of Multivariate Sensor Data

Characteristic Analysis of Data Preprocessing for 3D Point Cloud Classification Based on a Deep Neural Network: PointNet

Unsupervised Domain Adaptation for Classification of Imbalanced Time Series Data

Development of deep autoencoder-based anomaly detection system for HANARO

Nondestructive Evaluation of Thermal Aging in Al6061 Alloy by Measuring Acoustic Nonlinearity of Laser-Generated Surface Acoustic Waves

Multi-modal Shape Classification using Point Cloud and Projection Images

Monitoring of Thermal Aging of Aluminum Alloy via Nonlinear Propagation of Acoustic Pulses Generated and Detected by Lasers

Can Untrained Neural Networks Detect Anomalies?

In-Line Ultrasonic Monitoring for Sediments Stuck on Inner Wall of a Polyvinyl Chloride Pipe

SleePyCo: Automatic sleep scoring with feature pyramid and contrastive learning

Measurement of Elastic Constants by Simultaneously Sensing Longitudinal and Shear Waves as an Overlapped Signal

Probability propagation for faster and efficient point cloud segmentation using a neural network

Symmetry-informed surrogates with data-free constraint for real-time acoustic wave propagation

Autoencoder-Based Restoration of Multi-Channel Sensor Signal Loss

Deep Reinforcement Learning for 3D Localization from Multi-channel Time-series Signals

Nonlinear ultrasonic technique for closed crack detection

Bayesian Optimization for 3D Source Localization from Multi-channel Time-series Signals

Feature Extraction-Based Anomaly Detection on Time-Series Data

Synthetic aperture imaging of contact acoustic nonlinearity to visualize the closing interfaces using tone-burst ultrasonic waves

Feasibility of MFC (Macro-Fiber Composite) Transducers for Guided Wave Technique

Performance Comparison of a Surrogate Model of Acoustic Wave Propagation According to Sampling Methods

Development of deep autoencoder-based anomaly detection system for HANARO

Deep Learning for 3D Source Localization from Acoustic Emission Signals

Pump State Classification using Automated Machine Learning based on Feature Extraction

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