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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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Deep Learning-Enabled Detection of Pneumoperitoneum in Supine and Erect Abdominal Radiography: Modeling Using Transfer Learning and Semi-Supervised Learning

Korean journal of radiology, 2023, Vol.24 (6), p.541-552

2023

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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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Deep Learning-Based Computed Tomography Image Standardization to Improve Generalizability of Deep Learning-Based Hepatic Segmentation

Korean journal of radiology, 2023, Vol.24 (4), p.294-304

2023

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Priority-based learning automata in Q-learning random access scheme for cellular M2M communications

ETRI journal, 2021-10, Vol.43 (5), p.787-798

2021

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Deep learning framework for bovine iris segmentation

Journal of animal science and technology, 2024, Vol.66 (1), p.167-177

2024

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Burmese Sentiment Analysis Based on Transfer Learning

Journal of information processing systems, 2022-08, Vol.18 (4), p.535-548

2022

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Uncover This Tech Term: Uncertainty Quantification for Deep Learning

Korean journal of radiology, 2024, Vol.25 (4), p.395-398

2024

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Performing a Research Study Using Open-Source Deep Learning Models

Korean journal of radiology, 2024, Vol.25 (3), p.217-219

Hyungjin Kim

2024

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QLGR: A Q-learning-based Geographic FANET Routing Algorithm Based on Multi-agent Reinforcement Learning

KSII transactions on Internet and information systems, 2021-11, Vol.15 (11), p.4244-4274

2021

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Transfer-learning-based classification of pathological brain magnetic resonance images

ETRI journal, 2024, Vol.46 (2), p.263-276

2024

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A new method to detect attacks on the Internet of Things (IoT) using adaptive learning based on cellular learning automata

ETRI journal, 2022-02, Vol.44 (1), p.155-167

2022

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Forgetting Is Not the Mere Opposite of Learning

Molecules and cells, 2023, Vol.46 (8), p.470-472

Soh-Hyon Jang

2023

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Machine Learning on Early Diagnosis of Depression

Psychiatry investigation, 2022-08, Vol.19 (8), p.597-605

2022

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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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Human-like sign-language learning method using deep learning

ETRI journal, 2018-08, Vol.40 (4), p.435-445

2018

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Deep Learning-Based Artificial Intelligence for Mammography

Korean journal of radiology, 2021, Vol.22 (8), p.1225-1239

2021

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Exploring Machine Learning Classifiers for Breast Cancer Classification

KSII transactions on Internet and information systems, 2024-04, Vol.18 (4), p.860-880

2024

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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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How Do Intercrisis Learning Outcomes Affect Intracrisis Learning? “Learning in the Making” in the Case of South Korea’s COVID-19 Response

The Korean journal of policy studies, 2020, Vol.35 (3), p.95

2020

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Machine Learning Approach to Drug Treatment Strategy for Diabetes Care

Diabetes & metabolism journal, 2023-05, Vol.47 (3), p.325

2023

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Basics of Deep Learning: A Radiologist's Guide to Understanding Published Radiology Articles on Deep Learning

Korean journal of radiology, 2020, Vol.21 (1), p.33-41

2020

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Machine Learning and Deep Learning for the Pharmacogenomics of Antidepressant Treatments

Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology, 2021-11, Vol.19 (4), p.577-588

2021

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Egocentric Vision for Human Activity Recognition Using Deep Learning

Journal of information processing systems, 2023-12, Vol.19 (6), p.730-744

2023

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Deep learning outperforms kidney organoid experts

Kidney research and clinical practice, 2023, Vol.42 (1), p.1

2023

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

Deep Learning-Enabled Detection of Pneumoperitoneum in Supine and Erect Abdominal Radiography: Modeling Using Transfer Learning and Semi-Supervised Learning

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

Deep Learning-Based Computed Tomography Image Standardization to Improve Generalizability of Deep Learning-Based Hepatic Segmentation

Priority-based learning automata in Q-learning random access scheme for cellular M2M communications

Deep learning framework for bovine iris segmentation

Burmese Sentiment Analysis Based on Transfer Learning

Uncover This Tech Term: Uncertainty Quantification for Deep Learning

Performing a Research Study Using Open-Source Deep Learning Models

QLGR: A Q-learning-based Geographic FANET Routing Algorithm Based on Multi-agent Reinforcement Learning

Transfer-learning-based classification of pathological brain magnetic resonance images

A new method to detect attacks on the Internet of Things (IoT) using adaptive learning based on cellular learning automata

Forgetting Is Not the Mere Opposite of Learning

Machine Learning on Early Diagnosis of Depression

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

Human-like sign-language learning method using deep learning

Deep Learning-Based Artificial Intelligence for Mammography

Exploring Machine Learning Classifiers for Breast Cancer Classification

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

How Do Intercrisis Learning Outcomes Affect Intracrisis Learning? “Learning in the Making” in the Case of South Korea’s COVID-19 Response

Machine Learning Approach to Drug Treatment Strategy for Diabetes Care

Basics of Deep Learning: A Radiologist's Guide to Understanding Published Radiology Articles on Deep Learning

Machine Learning and Deep Learning for the Pharmacogenomics of Antidepressant Treatments

Egocentric Vision for Human Activity Recognition Using Deep Learning

Deep learning outperforms kidney organoid experts

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