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Entropy‐based sampling for efficient training of deep learning on CNC machining dataset

Electronics letters, 2024-08, Vol.60 (15), p.n/a

2024

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Fault Detection Method via k-Nearest Neighbor Normalization and Weight Local Outlier Factor for Circulating Fluidized Bed Boiler with Multimode Process

Energies (Basel), 2022-09, Vol.15 (17), p.6146

2022

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Positive regulatory role of sound vibration treatment in Arabidopsis thaliana against Botrytis cinerea infection

Scientific reports, 2017-05, Vol.7 (1), p.2527-14, Article 2527

2017

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Gaussian-Based SMOTE Algorithm for Solving Skewed Class Distributions

INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS, 2017-12, Vol.17 (4), p.229-234

2017

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Anomaly Detection Using Puzzle-Based Data Augmentation to Overcome Data Imbalances and Deficiencies

Machines (Basel), 2023-11, Vol.11 (11), p.1034

2023

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A Novel Convective Storm Location Prediction Model Based on Machine Learning Methods

Atmosphere, 2021-03, Vol.12 (3), p.343

2021

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Wasserstein Generative Adversarial Networks Based Data Augmentation for Radar Data Analysis

Applied sciences, 2020-02, Vol.10 (4), p.1449

2020

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Expression analysis of kenaf cinnamate 4-hydroxylase (C4H) ortholog during developmental and stress responses

Plant omics, 2013-01, Vol.6 (1), p.65-72

2013

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Effects of Wearing Face Masks on Cardiopulmonary Exercise Performance

The Korean Journal of Physical Education, 2021-03, Vol.60 (2), p.355-365

2021

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Multiple Reaction Monitoring Mode Based Liquid Chromatography-Mass Spectrometry Method for Simultaneous Quantification of Brassinolide and Other Plant Hormones Involved in Abiotic Stresses

International Journal of Analytical Chemistry, 2016-01, Vol.2016 (2016), p.1-8

2016

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Molecular Characterization of Ferulate 5-Hydroxylase Gene from Kenaf (Hibiscus cannabinus L.)

TheScientificWorld, 2013-01, Vol.2013 (2013), p.1-11

2013

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Molecular cloning, characterization and expression of the caffeic acid O-methyltransferase (COMT) ortholog from kenaf (Hibiscus cannabinus)

Plant omics, 2013-07, Vol.6 (4), p.246-253

2013

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Fault Detection Method via Ik/I-Nearest Neighbor Normalization and Weight Local Outlier Factor for Circulating Fluidized Bed Boiler with Multimode Process

Energies (Basel), 2022-08, Vol.15 (17)

2022

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Fault Detection for CNC Machine Tools Using Auto-Associative Kernel Regression Based on Empirical Mode Decomposition

Processes, 2022-12, Vol.10 (12), p.2529

2022

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A Study on Fault Detection Method Using Weight-based Local Outlier Factor

Journal of Korean Institute of Intelligent Systems, 2021-08, Vol.31 (4), p.273-278

2021

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A Study on Solar Power Generation Forecasting Based on Seasonal Weather Condition

Journal of Korean Institute of Intelligent Systems, 2021-04, Vol.31 (2), p.102-108

2021

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A Study on Solar Radiation Forecasting Based on Long Short-term Memory Considering Hourly Weather Changes

Journal of Korean Institute of Intelligent Systems, 2021-02, Vol.31 (1), p.88-94

2021

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Stacked Auto-Encoder Based CNC Tool Diagnosis Using Discrete Wavelet Transform Feature Extraction

Processes, 2020-04, Vol.8 (4), p.456

2020

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A Comparative Study on Air Data System Calibration Methods based on Machine Learning

2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2019, p.1-6

2019

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Multi-class Classification using Transfer Learning based Convolutional Neural Network

Journal of Korean Institute of Intelligent Systems, 2018-12, Vol.28 (6), p.531-537

2018

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Solar Power Generation Forecasting based on LSTM considering Weather Conditions

Journal of Korean Institute of Intelligent Systems, 2020-02, Vol.30 (1), p.7-12

2020

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A Study on Artificial Neural Network-based Solar Radiation Forecasting for Efficient Solar Photovoltaic System

Journal of Korean Institute of Intelligent Systems, 2019-12, Vol.29 (6), p.501-506

2019

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Data-Driven Approach to Attemperator Steam Temperature Prediction in Biomass Power Plant

Journal of Electrical Engineering & Technology, 2019, 14(4), , pp.1453-1462

2019

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Application of CART-Based Variable Ranking for Faulty Variable Isolation in Tennessee Eastman Benchmark Process

2019 IEEE International Conference on Industrial Technology (ICIT), 2019, p.1000-1005

2019

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Relationship between Frequency of External Auditors’ Communication with those Charged with Governance and Audit Quality

Journal of Taxation and Accounting, 2020-06, Vol.21 (3), p.29-48

2020

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Entropy‐based sampling for efficient training of deep learning on CNC machining dataset

Fault Detection Method via k-Nearest Neighbor Normalization and Weight Local Outlier Factor for Circulating Fluidized Bed Boiler with Multimode Process

Positive regulatory role of sound vibration treatment in Arabidopsis thaliana against Botrytis cinerea infection

Gaussian-Based SMOTE Algorithm for Solving Skewed Class Distributions

Anomaly Detection Using Puzzle-Based Data Augmentation to Overcome Data Imbalances and Deficiencies

A Novel Convective Storm Location Prediction Model Based on Machine Learning Methods

Wasserstein Generative Adversarial Networks Based Data Augmentation for Radar Data Analysis

Expression analysis of kenaf cinnamate 4-hydroxylase (C4H) ortholog during developmental and stress responses

Effects of Wearing Face Masks on Cardiopulmonary Exercise Performance

Multiple Reaction Monitoring Mode Based Liquid Chromatography-Mass Spectrometry Method for Simultaneous Quantification of Brassinolide and Other Plant Hormones Involved in Abiotic Stresses

Molecular Characterization of Ferulate 5-Hydroxylase Gene from Kenaf (Hibiscus cannabinus L.)

Molecular cloning, characterization and expression of the caffeic acid O-methyltransferase (COMT) ortholog from kenaf (Hibiscus cannabinus)

Fault Detection Method via Ik/I-Nearest Neighbor Normalization and Weight Local Outlier Factor for Circulating Fluidized Bed Boiler with Multimode Process

Fault Detection for CNC Machine Tools Using Auto-Associative Kernel Regression Based on Empirical Mode Decomposition

A Study on Fault Detection Method Using Weight-based Local Outlier Factor

A Study on Solar Power Generation Forecasting Based on Seasonal Weather Condition

A Study on Solar Radiation Forecasting Based on Long Short-term Memory Considering Hourly Weather Changes

Stacked Auto-Encoder Based CNC Tool Diagnosis Using Discrete Wavelet Transform Feature Extraction

A Comparative Study on Air Data System Calibration Methods based on Machine Learning

Multi-class Classification using Transfer Learning based Convolutional Neural Network

Solar Power Generation Forecasting based on LSTM considering Weather Conditions

A Study on Artificial Neural Network-based Solar Radiation Forecasting for Efficient Solar Photovoltaic System

Data-Driven Approach to Attemperator Steam Temperature Prediction in Biomass Power Plant

Application of CART-Based Variable Ranking for Faulty Variable Isolation in Tennessee Eastman Benchmark Process

Relationship between Frequency of External Auditors’ Communication with those Charged with Governance and Audit Quality

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