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Seung Jee Yang

Hanyang University

Seoul

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

6

DOWNLOADS

230

TOTAL CITATIONS

0

Scholarly Papers (6)

1.

Determination of Fe3o4 Concentration in Sintered Ores Through Simple Color Image Analysis

Number of pages: 26 Posted: 22 Jan 2023
Hanyang University, Hanyang University, Hanyang University, Hanyang University, Hyundai Steel Company - R&D Center, affiliation not provided to SSRN, affiliation not provided to SSRN, Hanyang University and Hanyang University
Downloads 64 (933,592)

Abstract:

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Sintered ore, Iron oxide concentration, Color image analysis, Image Segmentation, XGBoost

2.

Gaussian-Based Minority Oversampling Technique for Imbalanced Classification Adapting Tail Probability of Outliers

Number of pages: 18 Posted: 11 May 2023
Seung Jee Yang and Kyung Joon Cha
Hanyang University and Hanyang University
Downloads 59 (980,173)

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Imbalanced classification, oversampling, GMM

3.

Human Decision-Substitutable Chemometric Identification of Pixel Shrinkage in Oleds Using Secondary Ion Mass Spectrometry

Number of pages: 19 Posted: 22 Jan 2023
Hanyang University, Hanyang University, Hanyang University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Hanyang University and Hanyang University
Downloads 37 (1,222,651)

Abstract:

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Organic light-emitting diode, Defect identification, Pixel shrinkage, Secondary ion mass spectrometry, One-class support vector machine

4.

Intelligent Color Image Analysis of Sintered Ores for Simple and Rapid Determination of Fe3o4 Concentration

Number of pages: 35 Posted: 14 Feb 2024
Hanyang University, Hanyang University, Hanyang University, Hanyang University and Hanyang University
Downloads 31 (1,318,317)

Abstract:

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Sintered ore, Iron oxide concentration, Color image analysis, Image segmentation, XGBoost

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Near-infrared spectroscopy, Compositional analysis, Hydrocarbon mixture, Auto encoder, Feature extraction

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Physical property-induced spectral variation, Data-domain shift, Synthetic Minority Oversampling Technique, Mixup, Local Covariance-based Augmentation, Vibrational spectroscopy