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Akademický článek

Development of Low-Resistance Coastal Stow Net Using Numerical Analysis and Model Experiments

Autor: Sua Park, Jihoon Lee, Minseo Park, Daeyeon Cho

Publikováno v: Fishes, Vol 9, Iss 11, p 434 (2024)

In coastal stow net fishing, the heavy weight of a typical anchor (750–1000 kg) can increase the risk of capsizing the boat and crew member injury during hoisting operations. Thus, to prevent these accidents, a reduction in the anchor weight is req

Externí odkaz: https://doaj.org/article/acf8a7b099cf4d1199d7df2c76431b8b

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Akademický článek

Enhancing E-Commerce Recommendation Systems with Multiple Item Purchase Data: A Bidirectional Encoder Representations from Transformers-Based Approach

Autor: Minseo Park, Jangmin Oh

Publikováno v: Applied Sciences, Vol 14, Iss 16, p 7255 (2024)

This study proposes how to incorporate concurrent purchase data into e-commerce recommendation systems to improve their predictive accuracy. We identified that concurrent purchases account for about 23% of total orders on Katcher’s, a Korean e-comm

Externí odkaz: https://doaj.org/article/579d80ac9cfb4d1ab48c2150ea9c8909

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Akademický článek

In-depth proteome analysis of brain tissue from Ewsr1 knockout mouse by multiplexed isobaric tandem mass tag labeling

Autor: Jin Woo Jung, Hyeyoon Kim, Joonho Park, Jongmin Woo, Eunji Jeon, Geeeun Lee, Minseo Park, Sarang Kim, Hoseok Seo, Seongmin Cheon, Kisoon Dan, Junghee Lee, Hoon Ryu, Dohyun Han

Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-13 (2023)

Abstract EWS RNA binding protein 1 (EWSR1) is a multifunctional protein whose epigenetic signatures contribute to the pathogenesis of various human diseases, such as neurodegenerative disorders, skin development, and tumorigenic processes. However, t

Externí odkaz: https://doaj.org/article/471595b33ce74150999968081447ea87

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Akademický článek

Observation of a new type of self-generated current in magnetized plasmas

Publikováno v: Nature Communications, Vol 13, Iss 1, Pp 1-7 (2022)

Fusion devices like tokamaks require plasma current to generate magnetic field for plasma confinement. Here the authors report an observation of a self-generated anomalous current that contributes up to 30% of the total current in the fusion plasma a

Externí odkaz: https://doaj.org/article/a295f8f03cc14f73af87c607a0c417ee

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Akademický článek

Prediction of Gasoline Orders at Gas Stations in South Korea Using VAE-Based Machine Learning Model to Address Data Asymmetry

Autor: Sungyeon Yoon, Minseo Park

Publikováno v: Applied Sciences, Vol 13, Iss 20, p 11124 (2023)

South Korea has developed road-based transportation and uses a lot of gasoline. South Korea imports gasoline since it is not produced domestically. So, fluctuations in gasoline prices have a significant impact on the national economy. Currently, gaso

Externí odkaz: https://doaj.org/article/d73ac25fef05436cb7ca3b655b0fec2f

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Akademický článek

A Study on ML-Based Sleep Score Model Using Lifelog Data

Autor: Jiyong Kim, Minseo Park

Publikováno v: Applied Sciences, Vol 13, Iss 2, p 1043 (2023)

The rate of people suffering from sleep disorders has been continuously increasing in recent years, such that interest in healthy sleep is also naturally increasing. Although there are many health-care industries and services related to sleep, specif

Externí odkaz: https://doaj.org/article/cd5562c3d3bd4a489e8a30c8fd14e917

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Akademický článek

A New Body Weight Lifelog Outliers Generation Method: Reflecting Characteristics of Body Weight Data

Autor: Jiyong Kim, Minseo Park

Publikováno v: Applied Sciences, Vol 12, Iss 9, p 4726 (2022)

Lifelogs are generated in our daily lives and contain useful information for health monitoring. Nowadays, one can easily obtain various lifelogs from a wearable device such as a smartwatch. These lifelogs could include noise and outliers. In general,

Externí odkaz: https://doaj.org/article/2a27f63e8d1c435eb8fcc1c80ef2b634

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Akademický článek

Identification of Smartwatch-Collected Lifelog Variables Affecting Body Mass Index in Middle-Aged People Using Regression Machine Learning Algorithms and SHapley Additive Explanations

Autor: Jiyong Kim, Jiyoung Lee, Minseo Park

Publikováno v: Applied Sciences, Vol 12, Iss 8, p 3819 (2022)

Body mass index (BMI) plays a vital role in determining the health of middle-aged people, and a high BMI is associated with various chronic diseases. This study aims to identify important lifelog factors related to BMI. The sleep, gait, and body data

Externí odkaz: https://doaj.org/article/75d0624d80ac41e88c8113e5a2746ca0

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