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Data Mining Lab

광운대학교 본교(제1캠퍼스) 소프트웨어학부

문승현 교수

Artificial Intelligence

Data Mining

Evolutionary Computation

발행물

전체 논문

10

1

Genetic Mean Reversion Strategy for Online Portfolio Selection with Transaction Costs
Seung-Hyun Moon, , Yourim Yoon
Mathematics, 2022

2

Genetic feature selection applied to KOSPI and cryptocurrency price prediction
Dong-Hee Cho, , Seung-Hyun Moon, , Yong-Hyuk Kim
Mathematics, 2021

3

An improvement on estimated drifter tracking through machine learning and evolutionary search
Yong-Wook Nam, , Hwi-Yeon Cho, , Do-Youn Kim, , Seung-Hyun Moon, , Yong-Hyuk Kim
Applied Sciences, 2020

4

Forecasting lightning around the Korean Peninsula by postprocessing ECMWF data using SVMs and undersampling
Seung-Hyun Moon, , Yong-Hyuk Kim
Atmospheric Research, 2020

5

Detection of precipitation and fog using machine learning on backscatter data from lidar ceilometer
Yong-Hyuk Kim, , Seung-Hyun Moon, , Yourim Yoon
Applied Sciences, 2020

6

An improved forecast of precipitation type using correlation-based feature selection and multinomial logistic regression
Seung-Hyun Moon, , Yong-Hyuk Kim
Atmospheric Research, 2020

7

Spatiotemporal approaches for quality control and error correction of atmospheric data through machine learning
Hye-Jin Kim, , Sung Min Park, , Byung Jin Choi, , Seung-Hyun Moon, , Yong-Hyuk Kim
Computational Intelligence and Neuroscience, 2020

8

Application of machine learning to an early warning system for very short-term heavy rainfall
Seung-Hyun Moon, , Yong-Hyuk Kim, , Yong Hee Lee, , Byung-Ro Moon
Journal of Hydrology, 2019

9

Detecting anomalies in meteorological data using support vector regression
Min-Ki Lee, , Seung-Hyun Moon, , Yourim Yoon, , Yong-Hyuk Kim, , Byung-Ro Moon
Advances in Meteorology, 2018

10

Drifter trajectory prediction using stacked ensemble with multiple machine learning algorithms
Hyeonki Jeong, Tae-Hoon Kim, Do-Youn Kim, Yong-Hyuk Kim, Seung-Hyun Moon
Journal of Korean Institute of Intelligent Systems, 2023