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Enhanced Machine Learning Algorithms: Deep Learning, Reinforcement Learning, and Q-Learning

Journal of information processing systems, 2020-10, Vol.16 (5), p.1001-1007

2020

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3D Cross-Modal Retrieval Using Noisy Center Loss and SimSiam for Small Batch Training

KSII transactions on Internet and information systems, 2024-03, Vol.18 (3), p.670-684

2024

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Attentive Transfer Learning via Self-supervised Learning for Cervical Dysplasia Diagnosis

Journal of information processing systems, 2021-06, Vol.17 (3), p.453-461

2021

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Transfer Learning-Based Feature Fusion Model for Classification of Maneuver Weapon Systems

Journal of information processing systems, 2023-10, Vol.19 (5), p.673-687

2023

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The application of machine learning for predicting recurrence in patients with early-stage endometrial cancer: a pilot study

Obstetrics & gynecology science, 2021-05, Vol.64 (3), p.266

2021

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ISFRNet: A Deep Three-stage Identity and Structure Feature Refinement Network for Facial Image Inpainting

KSII transactions on Internet and information systems, 2023, Vol.17 (3), p.881-895

2023

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Research and Implementation of U-Learning System Based on Experience API

Journal of information processing systems, 2020-06, Vol.16 (3), p.572-587

2020

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Deep Learning-based Delinquent Taxpayer Prediction: A Scientific Administrative Approach

KSII transactions on Internet and information systems, 2024-01, Vol.18 (1), p.30-45

2024

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Multicast Tree Generation using Meta Reinforcement Learning in SDN-based Smart Network Platforms

KSII transactions on Internet and information systems, 2021-09, Vol.15 (9), p.3138-3150

2021

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Application of machine learning in rheumatic disease research

The Korean journal of internal medicine, 2019-07, Vol.34 (4), p.708-722

2019

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Facial Action Unit Detection with Multilayer Fused Multi-Task and Multi-Label Deep Learning Network

KSII transactions on Internet and information systems, 2019-11, Vol.13 (11), p.5546-5559

2019

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Empirical Analysis of a Fine-Tuned Deep Convolutional Model in Classifying and Detecting Malaria Parasites from Blood Smears

KSII transactions on Internet and information systems, 2021-01, Vol.15 (1), p.147-165

2021

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Quark Gluon Jet Discrimination with Weakly Supervised Learning

Journal of the Korean Physical Society, 2019, 75(9), , pp.652-659

2019

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EER-ASSL: Combining Rollback Learning and Deep Learning for Rapid Adaptive Object Detection

KSII transactions on Internet and information systems, 2020-12, Vol.14 (12), p.4776-4794

2020

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Can Artificial Intelligence Diagnose Transient Global Amnesia Using Electroencephalography Data?

Journal of clinical neurology (Seoul, Korea), 2023-01, Vol.19 (1), p.36-43

2023

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Malaysian Name-based Ethnicity Classification using LSTM

KSII transactions on Internet and information systems, 2022-12, Vol.16 (12), p.3855-3867

Hur, Youngbum

2022

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Multi-regional Anti-jamming Communication Scheme Based on Transfer Learning and Q Learning

KSII transactions on Internet and information systems, 2019-07, Vol.13 (7), p.3333-3350

2019

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Rate Adaptation with Q-Learning in CSMA/CA Wireless Networks

Journal of information processing systems, 2020-10, Vol.16 (5), p.1048-1063

Cho, Soohyun

2020

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Dynamic Action Space Handling Method for Reinforcement Learning Models

Journal of information processing systems, 2020-10, Vol.16 (5), p.1223-1230

2020

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An Analysis of University Students’ Needs for Learning Support Functions of Learning Management System Augmented with Artificial Intelligence Technology

KSII transactions on Internet and information systems, 2023, Vol.17 (1), p.1-15

2023

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FakedBits- Detecting Fake Information on Social Platforms using Multi-Modal Features

KSII transactions on Internet and information systems, 2023, Vol.17 (1), p.51-73

2023

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신경 망의 지도 학습을 위한 로그 간격의 학습 자료 구성 방식과 손실 함수의 성능 평가

Korean Chemical Engineering Research(HWAHAK KONGHAK), 2023, 61(3), 332, pp.388-393

2023

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A Review of Deep Learning Research

KSII transactions on Internet and information systems, 2019-04, Vol.13 (4), p.1738-1764

2019

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Reinforcement Learning-Based Intelligent Decision-Making for Communication Parameters

KSII transactions on Internet and information systems, 2022-09, Vol.16 (9), p.2942-2960

2022

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Next-Generation Chatbots for Adaptive Learning: A proposed Framework

Inteonet jeongbo hakoe nonmunji = Journal of Korean Society for Internet Information, 2023-08, Vol.24 (4), p.37-45

2023

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Enhanced Machine Learning Algorithms: Deep Learning, Reinforcement Learning, and Q-Learning

3D Cross-Modal Retrieval Using Noisy Center Loss and SimSiam for Small Batch Training

Attentive Transfer Learning via Self-supervised Learning for Cervical Dysplasia Diagnosis

Transfer Learning-Based Feature Fusion Model for Classification of Maneuver Weapon Systems

The application of machine learning for predicting recurrence in patients with early-stage endometrial cancer: a pilot study

ISFRNet: A Deep Three-stage Identity and Structure Feature Refinement Network for Facial Image Inpainting

Research and Implementation of U-Learning System Based on Experience API

Deep Learning-based Delinquent Taxpayer Prediction: A Scientific Administrative Approach

Multicast Tree Generation using Meta Reinforcement Learning in SDN-based Smart Network Platforms

Application of machine learning in rheumatic disease research

Facial Action Unit Detection with Multilayer Fused Multi-Task and Multi-Label Deep Learning Network

Empirical Analysis of a Fine-Tuned Deep Convolutional Model in Classifying and Detecting Malaria Parasites from Blood Smears

Quark Gluon Jet Discrimination with Weakly Supervised Learning

EER-ASSL: Combining Rollback Learning and Deep Learning for Rapid Adaptive Object Detection

Can Artificial Intelligence Diagnose Transient Global Amnesia Using Electroencephalography Data?

Malaysian Name-based Ethnicity Classification using LSTM

Multi-regional Anti-jamming Communication Scheme Based on Transfer Learning and Q Learning

Rate Adaptation with Q-Learning in CSMA/CA Wireless Networks

Dynamic Action Space Handling Method for Reinforcement Learning Models

An Analysis of University Students’ Needs for Learning Support Functions of Learning Management System Augmented with Artificial Intelligence Technology

FakedBits- Detecting Fake Information on Social Platforms using Multi-Modal Features

신경 망의 지도 학습을 위한 로그 간격의 학습 자료 구성 방식과 손실 함수의 성능 평가

A Review of Deep Learning Research

Reinforcement Learning-Based Intelligent Decision-Making for Communication Parameters

Next-Generation Chatbots for Adaptive Learning: A proposed Framework

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