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Seongsoo Jeong

Hanyang University

Seoul

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

8

DOWNLOADS

394

TOTAL CITATIONS

2

Scholarly Papers (8)

Abstract:

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Two-trace two-dimensional correlation analysis, Convolutional Autoencoder, Feature Extraction, Gradient-Weighted Class Activation Mapping, Discrimination of Geographical Origin, Vibrational Spectroscopy

Explainable Extreme Gradient Boosting as a Machine Learning Tool for Discrimination of the Geographical Origin of Chili Peppers Using Laser Ablation-Inductively Coupled Plasma Mass Spectrometry, X-Ray Fluorescence, and Near-Infrared Spectroscopy

Number of pages: 29 Posted: 04 Apr 2024
Hanyang University, affiliation not provided to SSRN, affiliation not provided to SSRN, Hanyang University, Chungnam National University and Hanyang University
Downloads 38 (1,267,060)

Abstract:

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Chili peppers, Authentication of geographical origin, Extreme gradient boosting, Laser ablation inductively coupled plasma mass spectrometry, X-ray fluorescence, near-infrared spectroscopy

Explainable Extreme Gradient Boosting as a Machine Learning Tool for Discrimination of the Geographical Origin of Chili Peppers Using Laser Ablation-Inductively Coupled Plasma Mass Spectrometry, X-Ray Fluorescence, and Near-Infrared Spectroscopy

Number of pages: 29 Posted: 24 Jul 2024
Hanyang University, affiliation not provided to SSRN, affiliation not provided to SSRN, Hanyang University, Chungnam National University and Hanyang University
Downloads 33 (1,311,254)

Abstract:

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Chili peppers, Authentication of geographical origin, Extreme gradient boosting, Laser ablation inductively coupled plasma mass spectrometry, X-ray fluorescence, Near-infrared spectroscopy

3.

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)

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

4.

Combining near-infrared spectroscopic signatures and physical traits based on machine vision to enhance accuracy in identification of the geographical origins of agricultural products

Number of pages: 28 Posted: 25 Oct 2025
Hanyang University, Hanyang University, Hanyang University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Gyeongsang National University, Hanyang University and Hanyang University
Downloads 51 (1,074,648)

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Agricultural products, Non-destructive authentication, NIR spectroscopy, Machine vision, Swin Transformer, Multimodal classification

5.

A Raman Measurement Scheme for Accurate Compositional Analysis of Dark-Colored Sample by Minimizing Laser-Induced Sample Degradation: Determination of Fe3o4 Concentration in Sintered Ores

Number of pages: 22 Posted: 24 Apr 2024
Hanyang University, Hanyang University, Hyundai Steel Company - R&D Center, Hanyang University, Hanyang University, affiliation not provided to SSRN, affiliation not provided to SSRN and Hanyang University
Downloads 38 (1,222,651)

Abstract:

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Sintered ore, Magnetite (Fe3O4) concentration, Raman spectroscopy, Laser-induced sample degradation, Water wetting

6.

Authentication of St25 Rice Using Temperature-Perturbed Raman Measurement with Variable Selection by Incremental Association Markov Blanket

Number of pages: 22 Posted: 16 Jun 2023
Hanyang University, Hanyang University, Hanyang University, Vietnam Academy of Science and Technology, Vietnam Academy of Science and Technology and Hanyang University
Downloads 32 (1,290,922)
Citation 2

Abstract:

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ST25 rice, Authentication, Raman Spectroscopy, Temperature perturbation, Incremental Association Markov Blanket

7.

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

8.

Classification of Fermented Soybean Pastes Using Inductively-Coupled Plasma Optical Emission Spectroscopy and Multivariate Data Modeling

Number of pages: 25 Posted: 28 Apr 2023
Mokpo National University, Hanyang University, Hanyang University, Mokpo National University and Mokpo National University
Downloads 30 (1,332,057)

Abstract:

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Fermented soybean paste, Inductively-coupled plasma optical emission spectroscopy, Classification modeling, partial least squares-discriminant analysis