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1. Journal Articles(Graduate School > Department of Artificial Intelligence > 1. Journal Articles)1,001

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Collection's Items (Sorted by 등록일자 in 내림차순 order): 1 to 20 of 1001

SCIESCOPUS
Uncertainty-Aware Portfolio Management With Risk-Sensitive Multiagent Network

Park, Kidon; Jung, Hong-Gyu; Eom, Tae-San; Lee, Seong-Whan

ArticleIssue Date2022CitationIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMSPublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
White matter tract-specific microstructural disruption is associated with depressive symptoms in isolated RBDopen access

Byun, Jung-Ick; Oh, Seunghwan; Sunwoo, Jun-Sang; Shin, Jung-Won; Kim, Tae-Joon; Jun, Jin-Sun; Kim, Han-Joon; Shin, Won Chul; Seong, Joon-Kyung; Jung, Ki-Young

ArticleIssue Date2022CitationNEUROIMAGE-CLINICAL, v.36PublisherELSEVIER SCI LTD
SCIESCOPUS
Decoding declarative memory process for predicting memory retrieval based on source localizationopen access

Kalafatovich, J.; Lee, M.; Lee, S.-W.

ArticleIssue Date2022CitationPLoS ONE, v.17, no.9 SeptemberPublisherPublic Library of Science
SCIESCOPUS
Harmonization of Multicenter Cortical Thickness Data by Linear Mixed Effect Modelopen access

Kim, SeungWook; Kim, Sung-Woo; Noh, Young; Lee, Phil Hyu; Na, Duk L.; Seo, Sang Won; Seong, Joon-Kyung

ArticleIssue Date2022CitationFRONTIERS IN AGING NEUROSCIENCE, v.14PublisherFRONTIERS MEDIA SA
SCIESCOPUS
On the reliability of deep learning-based classification for Alzheimer's disease: Multi-cohorts, multi-vendors, multi-protocols, and head-to-head validationopen access

Song, Yeong-Hun; Yi, Jun-Young; Noh, Young; Jang, Hyemin; Seo, Sang Won; Na, Duk L.; Seong, Joon-Kyung

ArticleIssue Date2022CitationFRONTIERS IN NEUROSCIENCE, v.16PublisherFRONTIERS MEDIA SA
SCIESCOPUS
Unified framework for brain connectivity-based biomarkers in neurodegenerative disordersopen access

Kim, Sung-Woo; Song, Yeong-Hun; Kim, Hee Jin; Noh, Young; Seo, Sang Won; Na, Duk L.; Seong, Joon-Kyung

ArticleIssue Date2022CitationFRONTIERS IN NEUROSCIENCE, v.16PublisherFRONTIERS MEDIA SA
SCIESCOPUS
A cascade of preconditioned conjugate gradient networks for accelerated magnetic resonance imaging

Kim, Moogyeong; Chung, Wonzoo

ArticleIssue Date2022CitationCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, v.225PublisherELSEVIER IRELAND LTD
SCIESCOPUS
Attentional feature pyramid network for small object detection

Min, Kyungseo; Lee, Gun-Hee; Lee, Seong-Whan

ArticleIssue Date2022CitationNEURAL NETWORKS, v.155, pp.439 - 450PublisherPERGAMON-ELSEVIER SCIENCE LTD
SCIESCOPUS
Rethinking CNN Architecture for Enhancing Decoding Performance of Motor Imagery-Based EEG Signalsopen access

Kim, Sung-Jin; Lee, Dae-Hyeok; Lee, Seong-Whan

ArticleIssue Date2022CitationIEEE ACCESS, v.10, pp.96984 - 96996PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Interpretability, Reproducibility, and Replicabilityopen access

Adali, Tulay; Guido, Rodrigo Capobianco; Ho, Tin Kam; Mueller, Klaus-Robert; Strother, Stephen

ArticleIssue Date2022CitationIEEE SIGNAL PROCESSING MAGAZINE, v.39, no.4, pp.5 - 7PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
SCIESCOPUS
Machine learning-based automatic estimation of cortical atrophy using brain computed tomography imagesopen access

Jang, Jae-Won; Kim, Jeonghun; Park, Sang-Won; Kasani, Payam Hosseinzadeh; Kim, Yeshin; Kim, Seongheon; Kim, Soo-Jong; Na, Duk L.; Moon, Seung Hwan; Seo, Sang Won, et al.

ArticleIssue Date2022CitationSCIENTIFIC REPORTS, v.12, no.1PublisherNATURE PORTFOLIO
SCIESCOPUS
EEG-based affective state recognition from human brain signals by using Hjorth-activity

Mehmood, Raja Majid; Bilal, Muhammad; Vimal, S.; Lee, Seong-Whan

ArticleIssue Date2022CitationMEASUREMENT, v.202PublisherELSEVIER SCI LTD
SCIESCOPUS
Counterfactual explanation based on gradual construction for deep networks

Jung, Hong-Gyu; Kang, Sin-Han; Kim, Hee-Dong; Won, Dong-Ok; Lee, Seong-Whan

ArticleIssue Date2022CitationPATTERN RECOGNITION, v.132PublisherELSEVIER SCI LTD
SCIESCOPUS
Effect of education on functional network edge efficiency in Alzheimer's diseaseopen access

Kim, Yeshin; Kim, Sung-Woo; Seo, Sang Won; Jang, Hyemin; Kim, Ko Woon; Cho, Soo Hyun; Kim, Si Eun; Kim, Seung Joo; Lee, Jin San; Kim, Sung Tae, et al.

ArticleIssue Date2021CitationSCIENTIFIC REPORTS, v.11, no.1PublisherNATURE PORTFOLIO
SCIESCOPUS
BIGDML-Towards accurate quantum machine learning force fields for materialsopen access

Sauceda, Huziel E.; Galvez-Gonzalez, Luis E.; Chmiela, Stefan; Oliver Paz-Borbon, Lauro; Mueller, Klaus-Robert; Tkatchenko, Alexandre

ArticleIssue Date2022CitationNATURE COMMUNICATIONS, v.13, no.1PublisherNATURE PORTFOLIO
SCIESCOPUS
Design Method for a Wideband Non-Uniformly Spaced Linear Array Using the Modified Reinforcement Learning Algorithmopen access

Kang, Seyoung; Kim, Seonkyo; Park, Cheolsun; Chung, Wonzoo

ArticleIssue Date2022CitationSENSORS, v.22, no.14PublisherMDPI
SCIESCOPUS
2020 International brain-computer interface competition: A reviewopen access

Jeong, Ji-Hoon; Cho, Jeong-Hyun; Lee, Young-Eun; Lee, Seo-Hyun; Shin, Gi-Hwan; Kweon, Young-Seok; Millan, Jose del R.; Mueller, Klaus-Robert; Lee, Seong-Whan

ArticleIssue Date2022CitationFRONTIERS IN HUMAN NEUROSCIENCE, v.16PublisherFRONTIERS MEDIA SA
SCIESCOPUS
Multi-view Integrative Attention-based Deep Representation Learning for Irregular Clinical Time-series Data

Lee, Y.; Jun, E.; Choi, J.; Suk, H.

ArticleIssue Date2022CitationIEEE Journal of Biomedical and Health Informatics, v.26, no.8, pp.1 - 1PublisherInstitute of Electrical and Electronics Engineers Inc.
SCIESCOPUS
Contracted thalamic shape is associated with early development of levodopa-induced dyskinesia in Parkinson's diseaseopen access

Yoo, Han Soo; Lee, Eun-Chong; Chung, Seok Jong; Ye, Byoung Seok; Sohn, Young H.; Seong, Joon-Kyung; Lee, Phil Hyu

ArticleIssue Date2022CitationSCIENTIFIC REPORTS, v.12, no.1PublisherNATURE PORTFOLIO
SCIESCOPUS
A Deep Generative–Discriminative Learning for Multi-modal Representation in Imaging Genetics

Ko, W.; Jung, W.; Jeon, E.; Suk, H.

ArticleIssue Date2022CitationIEEE Transactions on Medical Imaging, v.41, no.9, pp.2348 - 2359PublisherInstitute of Electrical and Electronics Engineers Inc.
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