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Scopus Author ID: 57193678793
Loop profile: 1605081

Keywords

Brain-Computer Interface; Machine Learning; Human-Machine Intelligence

Countries

South Korea

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Works (39)

Calibration-Free Driver Drowsiness Classification With Prototype-Based Multi-Domain Mixup

IEEE Transactions on Intelligent Transportation Systems
2025-03 | Journal article
DOI: 10.1109/TITS.2024.3522308
Contributors: Dong-Young Kim; Dong-Kyun Han; Ji-Hoon Jeong; Seong-Whan Lee
Source: check_circle
Crossref

SEPO-FI: Deep-learning based software to calculate fusion index of muscle cells

Computers in Biology and Medicine
2025-03 | Journal article
DOI: 10.1016/j.compbiomed.2025.109706
Contributors: Kyungchang Jeong; Sanghun Park; Gyuchan Jo; Hanbit Seo; Nayoung Choi; Soyoung Jang; Gyutae Park; Young-Duk Seo; Yuan H. Brad Kim; Ji-Hoon Jeong et al.
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Crossref

Automatic Sleep Stage Classification Using Nasal Pressure Decoding Based on a Multi-Kernel Convolutional BiLSTM Network

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2024 | Journal article
DOI: 10.1109/TNSRE.2024.3420715
Contributors: Minji Lee; Hyeokmook Kang; Seong-Hyun Yu; Heeseung Cho; Junhyoung Oh; Glenn van der Lande; Olivia Gosseries; Ji-Hoon Jeong
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Crossref

DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework

IEEE Journal of Biomedical and Health Informatics
2024 | Journal article
DOI: 10.1109/JBHI.2024.3356580
Contributors: Ji-Hoon Jeong; In-Gyu Lee; Sung-Kyung Kim; Tae-Eui Kam; Seong-Whan Lee; Euijong Lee
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Crossref

IoT and AI Systems for Enhancing Bee Colony Strength in Precision Beekeeping: A Survey and Future Research Directions

IEEE Internet of Things Journal
2024 | Journal article
DOI: 10.1109/JIOT.2024.3461775
Contributors: Kyungchang Jeong; Hongseok Oh; Yeongyu Lee; Hanbit Seo; Gyuchan Cho; Jaemin Jeong; Gyutae Park; Jungseok Choi; Young-Duk Seo; Ji-Hoon Jeong et al.
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Crossref

Multi-Task Heterogeneous Ensemble Learning-Based Cross-Subject EEG Classification Under Stroke Patients

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2024 | Journal article
DOI: 10.1109/TNSRE.2024.3395133
Contributors: Minji Lee; Hyeong-Yeong Park; Wanjoo Park; Keun-Tae Kim; Yun-Hee Kim; Ji-Hoon Jeong
Source: check_circle
Crossref

Predicting Sleep Efficiency Based on Interpretable AI Using Smart Wearable Device (Preprint)

2024-12-29 | Preprint
DOI: 10.2196/preprints.70678
Contributors: Ji-Hoon Jeong; Minji Lee; Yun Kwan Kim; Yerim Huh; Se-Na Jang; Jun-Young Oh; Young-Jin Kee; Glenn van der Lande; Olivia Gosseries
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Crossref

A learnable continuous wavelet-based multi-branch attentive convolutional neural network for spatio–spectral–temporal EEG signal decoding

Expert Systems with Applications
2024-10 | Journal article
DOI: 10.1016/j.eswa.2024.123975
Contributors: Jun-Mo Kim; Keun-Soo Heo; Dong-Hee Shin; Hyeonyeong Nam; Dong-Ok Won; Ji-Hoon Jeong; Tae-Eui Kam
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Crossref

Spectral Graph Neural Network-Based Multi-Atlas Brain Network Fusion for Major Depressive Disorder Diagnosis

IEEE Journal of Biomedical and Health Informatics
2024-05 | Journal article
DOI: 10.1109/JBHI.2024.3366662
Contributors: Deok-Joong Lee; Dong-Hee Shin; Young-Han Son; Ji-Wung Han; Ji-Hye Oh; Da-Hyun Kim; Ji-Hoon Jeong; Tae-Eui Kam
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Crossref

LINK: Self-Adaptive System with Human-Machine Teaming-based Loop for Interoperability in IoT Environments

2024-04-08 | Conference paper
DOI: 10.1145/3605098.3635948
Contributors: Hongseok Oh; Kyungchang Jeong; Euijong Lee; Ji-Hoon Jeong
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Crossref

Autonomous System for EEG-Based Multiple Abnormal Mental States Classification Using Hybrid Deep Neural Networks Under Flight Environment

IEEE Transactions on Systems, Man, and Cybernetics: Systems
2023 | Journal article
DOI: 10.1109/TSMC.2023.3282635
Contributors: Dae-Hyeok Lee; Ji-Hoon Jeong; Baek-Woon Yu; Tae-Eui Kam; Seong-Whan Lee
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Crossref

Multiscale Convolutional Transformer for EEG Classification of Mental Imagery in Different Modalities

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2023 | Journal article
DOI: 10.1109/TNSRE.2022.3229330
Contributors: Hyung-Ju Ahn; Dae-Hyeok Lee; Ji-Hoon Jeong; Seong-Whan Lee
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Crossref

Real-Time Deep Neurolinguistic Learning Enhances Noninvasive Neural Language Decoding for Brain–Machine Interaction

IEEE Transactions on Cybernetics
2023-12 | Journal article
DOI: 10.1109/TCYB.2022.3211694
Contributors: Ji-Hoon Jeong; Jeong-Hyun Cho; Byeong-Hoo Lee; Seong-Whan Lee
Source: check_circle
Crossref

Leveraging Image Classification and Semantic Segmentation for Robust Cardiomegaly Diagnosis in Pet

The Journal of Korean Institute of Information Technology
2023-08-31 | Journal article
DOI: 10.14801/jkiit.2023.21.8.143
Contributors: Jun-Young Oh; In-Gyu Lee; Young-Min Go; Euijong Lee; Ji-Hoon Jeong
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Crossref

Sentence-Level Neural Language Decoding based on Speech Imagery from EEG Signals

The Journal of Korean Institute of Information Technology
2023-08-31 | Journal article
DOI: 10.14801/jkiit.2023.21.8.153
Contributors: Seong-Hyun Yu; Hyeong-Yeong Park; Seo-Jin Lee; Ji-Hoon Jeong
Source: check_circle
Crossref

Motor Imagery Classification Using Inter-Task Transfer Learning via a Channel-Wise Variational Autoencoder-Based Convolutional Neural Network

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2022 | Journal article
DOI: 10.1109/TNSRE.2022.3143836
Contributors: Do-Yeun Lee; Ji-Hoon Jeong; Byeong-Hoo Lee; Seong-Whan Lee
Source: check_circle
Crossref

NeuroGrasp: Real-Time EEG Classification of High-Level Motor Imagery Tasks Using a Dual-Stage Deep Learning Framework

IEEE Transactions on Cybernetics
2022-12 | Journal article
DOI: 10.1109/TCYB.2021.3122969
Contributors: Jeong-Hyun Cho; Ji-Hoon Jeong; Seong-Whan Lee
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Crossref

Decoding Finger Tapping With the Affected Hand in Chronic Stroke Patients During Motor Imagery and Execution

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2021 | Journal article
DOI: 10.1109/TNSRE.2021.3087506
Contributors: Minji Lee; Ji-Hoon Jeong; Yun-Hee Kim; Seong-Whan Lee
Source: check_circle
Crossref

Development of a Human-Display Interface with Vibrotactile Feedback for Real-World Assistive Applications

Sensors
2021-01 | Journal article | Author
DOI: 10.3390/s21020592
Contributors: KIDUK KIM; JI-HOON JEONG; Jeong Hyun Cho; Sunghyun Kim; Jeonggoo Kang; Jeha Ryu; Seong-Whan Lee
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Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Continuous EEG Decoding of Pilots’ Mental States Using Multiple Feature Block-Based Convolutional Neural Network

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3006907
Contributors: Dae-Hyeok Lee; Ji-Hoon Jeong; Kiduk Kim; Baek-Woon Yu; Seong-Whan Lee
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Crossref

Detection of Pilot’s Drowsiness Based on Multimodal Convolutional Bidirectional LSTM Network

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020 | Book
DOI: 10.1007/978-3-030-41299-9_41
EID:

2-s2.0-85081581692
Contributors: Yu, B.-W.; Jeong, J.-H.; Lee, D.-H.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

EEG Classification of Forearm Movement Imagery Using a Hierarchical Flow Convolutional Neural Network

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2983182
Contributors: Ji-Hoon Jeong; Byeong-Hoo Lee; Dae-Hyeok Lee; Yong-Deok Yun; Seong-Whan Lee
Source: check_circle
Crossref

SessionNet: Feature Similarity-Based Weighted Ensemble Learning for Motor Imagery Classification

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3011140
Contributors: Byeong-Hoo Lee; Ji-Hoon Jeong; Seong-Whan Lee
Source: check_circle
Crossref

Multimodal signal dataset for 11 intuitive movement tasks from single upper extremity during multiple recording sessions

GigaScience
2020-10-07 | Journal article
DOI: 10.1093/gigascience/giaa098
Contributors: Ji-Hoon Jeong; Jeong-Hyun Cho; Kyung-Hwan Shim; Byoung-Hee Kwon; Byeong-Hoo Lee; Do-Yeun Lee; Dae-Hyeok Lee; Seong-Whan Lee
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Crossref

Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2020-05 | Journal article
DOI: 10.1109/TNSRE.2020.2981659
Contributors: Ji-Hoon Jeong; Kyung-Hwan Shim; Dong-Joo Kim; Seong-Whan Lee
Source: check_circle
Crossref

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

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2020-03 | Journal article
DOI: 10.1109/TNSRE.2020.2966826
Contributors: Ji-Hoon Jeong; No-Sang Kwak; Cuntai Guan; Seong-Whan Lee
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Assistive robotic arm control based on brain-machine interface with vision guidance using convolution neural network

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
2019 | Conference paper
DOI: 10.1109/SMC.2019.8914058
EID:

2-s2.0-85076730072
Contributors: Shim, K.-H.; Jeong, J.-H.; Kwon, B.-H.; Lee, B.-H.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Classification of Hand Motions within EEG Signals for Non-Invasive BCI-Based Robot Hand Control

Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018
2019 | Conference paper
DOI: 10.1109/SMC.2018.00097
EID:

2-s2.0-85062224023
Contributors: Cho, J.-H.; Jeong, J.-H.; Shim, K.-H.; Kim, D.-J.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

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

Information Sciences
2019 | Journal article
DOI: 10.1016/j.ins.2019.06.008
EID:

2-s2.0-85067252628
Contributors: Lee, S.-B.; Kim, H.-J.; Kim, H.; Jeong, J.-H.; Lee, S.-W.; Kim, D.-J.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Decoding of Multi-directional Reaching Movements for EEG-Based Robot Arm Control

Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018
2019 | Conference paper
DOI: 10.1109/SMC.2018.00096
EID:

2-s2.0-85062213086
Contributors: Jeong, J.-H.; Kim, K.-T.; Kim, D.-J.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Exploring the Number of Repetitions in Trials for the Performance Convergence of Classification in Motor Imagery Task with Hand-Grasping

7th International Winter Conference on Brain-Computer Interface, BCI 2019
2019 | Conference paper
DOI: 10.1109/IWW-BCI.2019.8737308
EID:

2-s2.0-85068330347
Contributors: Kim, Y.-T.; Lee, S.-B.; Kim, H.; Jeong, J.-H.; Lee, S.-W.; Kim, D.-J.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Reconstructing Degree of Forearm Rotation from Imagined movements for BCI-based Robot Hand Control

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2019 | Conference paper
DOI: 10.1109/EMBC.2019.8857674
EID:

2-s2.0-85077861803
Contributors: Yun, Y.-D.; Jeong, J.-H.; Cho, J.-H.; Kim, D.-J.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Recurrent convolutional neural network model based on temporal and spatial feature for motor imagery classification

7th International Winter Conference on Brain-Computer Interface, BCI 2019
2019 | Conference paper
DOI: 10.1109/IWW-BCI.2019.8737350
EID:

2-s2.0-85068347901
Contributors: Lee, S.-B.; Kim, H.; Jeong, J.-H.; Wang, I.-N.; Lee, S.-W.; Kim, D.-J.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Towards an EEG-based intuitive BCI communication system using imagined speech and visual imagery

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
2019 | Conference paper
DOI: 10.1109/SMC.2019.8914645
EID:

2-s2.0-85076786391
Contributors: Lee, S.-H.; Lee, M.; Jeong, J.-H.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Trajectory Decoding of Arm Reaching Movement Imageries for Brain-Controlled Robot Arm System

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2019 | Conference paper
DOI: 10.1109/EMBC.2019.8856312
EID:

2-s2.0-85076733121
Contributors: Jeong, J.-H.; Shim, K.-H.; Kim, D.-J.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Classification of Drowsiness Levels Based on a Deep Spatio-Temporal Convolutional Bidirectional LSTM Network Using Electroencephalography Signals

Brain Sciences
2019-11-29 | Journal article
DOI: 10.3390/brainsci9120348
Contributors: Ji-Hoon Jeong; Baek-Woon Yu; Dae-Hyeok Lee; Seong-Whan Lee
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Design of a brain-controlled robot arm system based on upper-limb movement imagery

2018 6th International Conference on Brain-Computer Interface, BCI 2018
2018 | Conference paper
DOI: 10.1109/IWW-BCI.2018.8311514
EID:

2-s2.0-85050808755
Contributors: Jeong, J.-H.; Kim, K.-T.; Yun, Y.-D.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

OpenBMI: A real-time data analysis toolbox for Brain-Machine Interfaces

2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings
2017 | Conference paper
DOI: 10.1109/SMC.2016.7844513
EID:

2-s2.0-85015748540
Contributors: Lee, M.-H.; Kim, K.-T.; Kee, Y.-J.; Jeong, J.-H.; Kim, S.-M.; Fazli, S.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Single-trial analysis of readiness potentials for lower limb exoskeleton control

5th International Winter Conference on Brain-Computer Interface, BCI 2017
2017 | Conference paper
DOI: 10.1109/IWW-BCI.2017.7858156
EID:

2-s2.0-85016032557
Contributors: Jeong, J.-H.; Lee, M.-H.; Kwak, N.-S.; Lee, S.-W.
Source: Self-asserted source
JI-HOON JEONG via Scopus - Elsevier

Peer review (1 review for 1 publication/grant)

Review activity for Neurocomputing. (1)
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