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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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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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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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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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Meta Learning based Object Tracking Technology: A Survey

KSII transactions on Internet and information systems, 2024-08, Vol.18 (8), p.2067-2081

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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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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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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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 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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Creation of a Voice Recognition-Based English Aided Learning Platform

Journal of information processing systems, 2024-08, Vol.20 (4), p.491-500

Hui Xu

2024

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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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Comparison of Reinforcement Learning Activation Functions to Improve the Performance of the Racing Game Learning Agent

Journal of information processing systems, 2020-10, Vol.16 (5), p.1074-1082

Lee, Dongcheul

2020

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Adversarial Complementary Learning for Just Noticeable Difference Estimation

KSII transactions on Internet and information systems, 2024-02, Vol.18 (2), p.438-455

2024

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Affection-enhanced Personalized Question Recommendation in Online Learning

KSII transactions on Internet and information systems, 2023-12, Vol.17 (12), p.3266-3285

2023

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

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

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

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

Meta Learning based Object Tracking Technology: A Survey

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

Exploring Machine Learning Classifiers for Breast Cancer Classification

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

Machine Learning Approach to Drug Treatment Strategy for Diabetes Care

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

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

Creation of a Voice Recognition-Based English Aided Learning Platform

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

Comparison of Reinforcement Learning Activation Functions to Improve the Performance of the Racing Game Learning Agent

Adversarial Complementary Learning for Just Noticeable Difference Estimation

Affection-enhanced Personalized Question Recommendation in Online Learning

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