PLOS ONE

CatDive: A Simple yet Effective Method for Maximizing Category Diversity in Sequential Recommendation

Jaeri Lee, Jongjin Kim, U Kang

Hypoxemia prediction in pediatric patients under general anesthesia using machine learning: a retrospective observational study and external validation

Sujin Baek*, Jung-Bin Park*, Ji Hye Heo, Kyungsang Kim, Donghyeon Baek, Chahyun Oh, Hyung-Chul Lee, Dongheon Lee†, and Boohwi Hong†

Image quality improvement of liver ultrasound using unsupervised deep learning

J. Huh, J. H. Choi, E. S. Lee, Jong Chul Ye, J. E. Lee, H. J. Park, B. I Choi

MAGNET: Counterfactual samples synthesizing for mitigating hallucination in large language models

Byeong Su Kim, Beomsoo Kim, Beakcheol Jang

Self-reported binary gender prediction from personality traits: Alignment between machine learning importance and classical effect sizes

Cho Heeseung, Chen, Yiyu, Wallraven, Christian

SGA-DT: An adaptive fusion framework for missing data imputation and interpretable healthcare classification

M. Jena, S. Dehuri, S.-B. Cho

The urban green carbon index (UGCI): A spatial framework for suggesting urban carbon management

Inhye Seo, Junge Hyun, Bokyung Son, Yeonsu Lee, Jungho Im, Jongho Kim, Sujong Jeong, and Gayoung Yoo

Time-to-event Ensemble Machine Learning Approach for Predicting Long-term Survival of Abdominal Aortic Aneurysm Patients Undergoing Endovascular Aneurysm Repair

Hong-Jae Choi, Changhee Lee, Joon Seo Lim, You Jung Ok, Jae-Sung Choi, Jae Hwa Jeong, Yong Won Seong, Hyeon Jong Moon, Se Jin Oh

Accurate multi-behavior sequence-aware recommendation via graph convolution networks

Doyeon Kim, Saurav Tanwar, U Kang

Accurate Semi-supervised Automatic Speech Recognition for Ordinary and Characterized Speeches via Multi-hypotheses-based Curriculum Learning

Ka Hyun Park, Junghun Kim, U Kang

Accurate total consumer price index forecasting with data augmentation, multivariate features, and sentiment analysis: A case study in Korea

In Jae Seo, Minkyoung Kim, Beakcheol Jang

Can impersonal touch replace interpersonal touch? An investigation using the rubber hand illusion

Bae, Jaehyeong, Wallraven, Christian

Classification of Fashion E-commerce Products using ResNet-BERT Multi-modal Deep Learning and Transfer Learning Optimization

In Jae Seo, Yo Han Lee, Beakcheol Jang

FURIOUS: Fully unified risk-assessment with interactive operational user system for vessels

Yooyeun Kim, Jeehong Kim, Wonhee Lee, Hyunwoo Park

IDQuAD: Infectious disease question and answering dataset

Soonchan Kwon, Sujeong Hur, Beakcheol Jang

Improving myocardial infarction diagnosis with Siamese network-based ECG analysis

V. Gadag, S. Singh, A.H. Khatri, S. Mishra, S.K. Satapathy, S.-B. Cho et al

Offline and Online Coupled Tensor Factorization with Knowledge Graph

SeungJoo Lee, Yong-chan Park, U Kang

Threshold-Based Exploitation of Noisy Label in Black-box Unsupervised Domain Adaptation

Huiwen Xu, Jaeri Lee, U Kang

Accurate graph classification via two-staged contrastive curriculum learning

Sooyeon Shim, Junghun Kim, Ka Hyun Park, U Kang

Climate policy uncertainty and its impact on real estate market dynamics: A sectoral and regional analysis

Chulyoung Cho, Jinseok Yang, Beakcheol Jang

Dependency-Aware Action Planning for Smart Home

Jongjin Kim, Jaeri Lee, Jeongin Yun, U Kang

Essential Elements of Physical Fitness Analysis in Adolescent Athletes using Machine Learning

Yun-Hwan Lee*, Ji-Eun Lee, Yeon-Sung Jung, Ji Suk Jang, Dongheon Lee*, and Ho-Seong Lee*

Heterogeneous macroeconomic factors' effects on stocks across sizes, styles, and sectors in the South Korean market

Chulyoung Cho, Jinseok Yang, Beakcheol Jang

Visualization system to identify structurally vulnerable links in OHT railway network in semiconductor FAB using betweenness centrality

Jinwoo Choi, Youngbin Park, Yeeun Choi, Sehyeon Kim, Heewon Lee, Hyunwoo Park

Accurate Bundle Matching and Generation via Multitask Learning with Partially Shared Parameters

Hyunsik Jeon, Jun-gi Jang, Taehun Kim, U Kang

Accurate Bundle Matching and Generation via Multitask Learning with Partially Shared Parameters

Hyunsik Jeon, Jun-Gi Jang, Taehun Kim, U Kang

Classification of mathematical test questions using machine learning on datasets of learning management system questions

Gun Il Kim, Sungtae Kim, Beakcehol Jang

COVID-19 outbreak prediction using Seq2Seq+Attention and Word2Vec keyword time series data

Yeongha Kim, Chang-Reung Park, Jae-Pyoung, Beakcheol Jang

Dynamic measurements of speed and risk perception during driving: Evidence of speed misestimation from continuous ratings and video analysis

Ju, Uijong, Wallraven, Christian

Efficacy Improvement in Searching MEDLINE Database using a Novel PubMed Visual Analytic System: EEEvis

Jong-Chan Lee, Brian J. Lee, Changhee Park, Hyunjoo Song, Chan-Young Ock, Hyojae Sung, Sungjin Woo, Yuna Youn, Kwangrok Jung, Jae Hyup Jung, Jinwoo Ahn, Bomi Kim, Jaihwan Kim, Jinwook Seo, and Jin-Hyeok Hwang

Fast and accurate interpretation of workload classification model

Sooyeon Shim, Doyeon Kim, Jun-Gi Jang, Suhyun Chae, Jeeyong Lee, U Kang

Fast and Accurate Interpretation of Workload Classification Model

Sooyeon Shim, Doyeon Kim, Jun-Gi Jang, Suhyun Chae, Jeeyong Lee, U Kang

PET: Parameter-efficient Knowledge Distillation on Transformer

Hyojin Jeon, Seungcheol Park, Jin-gee Kim, U Kang

Relationship between virtual reality balloon analogue risk task and risky decision-making

Ju, Uijong, Wallraven, Christian

Towards accelerating model parallelism in distributed deep learning systems

H Choi*, B H Lee*, S Y Chun**, J Lee**

Visuo-haptic processing of unfamiliar shapes: Comparing children and adults

AlAhmed, Furat, Rau, Anne, Wallraven, Christian