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All papers authored by Gun-Woo Kim

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2024 Su-Yeon Kang

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, Su-Gyeong Ban

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, Chang-Gu Kang

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, Gun-Woo Kim

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A Multi-Head Cross Attention-based Skin Lesion Classification Model Exploiting Multimodal Data

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Jong-Chan Park

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, Gun-Woo Kim

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Improving Rebar Twist Prediction Exploiting Unified-Channel Attention-Based Image Restoration and Regression Techniques

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Gun-Woo Kim

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Adaptive Stacking Ensemble Techniques for Early Severity Classification of COVID-19 Patients

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Ayeong Seong

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, Yun-Gyeong Song

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, Gun-Woo Kim

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Health-AutoML: An Automatic Adaptive Multi-Layer Stacking Ensemble Learning Framework for Analyzing Healthcare Data

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2023 Jong-Chan Park

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, Gun-Woo Kim

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Enhancing Rebar Endpoint Detection Performance through High-Resolution Rebar Image Generation with SRPAttention-GAN

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Jiwoong Won

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, Gun-Woo Kim

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, Kyungtae Kang

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Proxy-based Web Prefetching Exploiting Long Short-Term Memory

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Jong-Chan Park

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, JongHyeon Kim

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, Yong-Taek Park

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, Gun-Woo Kim

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Prediction of Battery Remaining Life based on Sliding Window-LSTM for Camouflage Therapeutic System

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Y.-J. Ha, G.-W. Kim

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Topic-aware video summarization technique for product reviews exploiting the BERTopic and BART models

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M. Kim, G.-W. Kim

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Hyperparameter Optimization Technique in Autonomous Racing Cars exploiting the Leaky Piece and Conquer Fireworks Algorithm

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Y.-G. Song, G.-W. Kim

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GAN-based Image Generation Techniques Exploiting Latent Vector Distribution and Edge Loss Methods on Limited Datasets

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2022 Gun-Woo Kim

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Multi-layer Stacking Ensemble-based Clinical Severity Prediction Model for Early Triage of COVID-19 Patients

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Ji-Sung Park, Gun-Woo Kim

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, Hyeri Seok, Hong Ju Shin, Dong-Ho Lee

Early Triage of COVID-19 patients exploiting Data-Driven Strategies and Machine Learning Techniques

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J. C. Park, G.-W. Kim

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Real-time Twist Rebar Detection System exploiting GAN-based Data Augmentation technique

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2020 Ji-Sung Park, Gun-Woo Kim

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, Dong-Ho Lee

Sensitive Data Identification in Structured Data through GenNER Model based on Text Generation and NER

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Bo-Kyeong Kim, Gun-Woo Kim

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, Dong-Ho Lee

A Novel B-Tree Index with Cascade Memory Nodes for Improving Sequential Write Performance on Flash Storage Devices

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2019 Gun-Woo Kim

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Intelligent Health Diagnosis Technique Exploiting Automatic Ontology Generation and Web-Based Personal Health Record Services

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2017 Gun-Woo Kim

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, Dong-Ho Lee

Personalised health document summarisation exploiting Unified Medical Language System and topic-based clustering for mobile healthcare

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Hyun-Ki Hong, Gun-Woo Kim

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, Dong-Ho Lee

Semantic tag recommendation based on associated words exploiting the interwiki links of Wikipedia

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2015 Gun-Woo Kim

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, Kyung-Wook Park, Dong-Ho Lee

A Semantic-Based Health Advising System Exploiting Web-Based Personal Health Record Services

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2014 Gun-Woo Kim

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, Kyung-Wook Park, Hyun-Ki Hong, Dong-Ho Lee

Process model verifier for integrated medical healthcare systems using business process management system

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