Evaluation and interpretation of short-term Power generation prediction model using XGBoost

Yong-Geon Lee ,  Do-Hyeon Ham ,  Jae-Young Oh and others 1

대한전기학회 학술대회 논문집

2019 .07

Short-term Load Forecasting Using XGBoost and the Analysis of Hyperparameters

Jae-Young Oh ,  Do-Hyeon Ham ,  Yong-Geon Lee and others 1

The transactions of The Korean Institute of Electrical Engineers

2019 .09

Wind Power Forecasting Using XGBoost Considering Incentive Policy of Korea

HoYong Eom ,  Juseung Choi ,  Dae-Hyeon Yu and others 1

대한전자공학회 학술대회

2022 .11

Solar power generation Prediction based on XGBoost and an Analysis of Profit structure in Renewable Energy Bidding system

Jaehong Whang ,  Sung-kwan Joo

대한전기학회 학술대회 논문집

2024 .07

Grid-based multi-dense facility fire prediction using XGBoost

Oh ,  Heang Yeol ,  Jeong and others 7

한국측량학회 학술대회자료집

2021 .11

Early Stroke Classification using Deep Learning with XGBoost

Jeong-Hyun Noh ,  Wang-Su Jeon ,  Sang-Yong Rhee

Proceedings of KIIT Conference

2022 .06

Predicting the association between metabolic syndrome and chronic kidney disease using the XGBoost model

Yoonjin Pa ,  k

Journal of the Korea Academia-Industrial cooperation Society

2024 .07

A Study on Wind Power Output Prediction using XGBoost and Spatial Interpolation of Meteorological Data

Sebin Cho ,  Jin Hu

대한전기학회 학술대회 논문집

2024 .07

Comparative Performance Analysis of XGBoost-Based Models for Real-Time Load Forecasting with Training data selection

Kyung-Min Song ,  Tae-Geun Kim ,  Sung-Guk Yoon and others 1

대한전기학회 학술대회 논문집

2024 .07

Feature Selection for Risky Driving Prediction Based on Time-Based Driving Records Using XGBoost

Hamyeong Song ,  Heonchang Yu

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2025 .02

Hyperparameter Optimization for Image Classification in Convolutional Neural Network

Jae Eun Lee ,  Young-Bong Kim ,  Jong-Nam Kim

융합신호처리학회 논문지

2020 .01

Analysis on the Successful Bidder’s Cooperative Factors in World Bank ODA Projects using XGBoost

Yu ,  Young Su ,  Koo

대한토목학회 학술대회

2019 .10

A Study of Hyperparameter Optimization Techniques for Support Vector Regression Algorithm

Jae Woo Choi ,  Jung Sun Pa ,  k

한국추진공학회 학술대회논문집

2024 .05

Efficient Federated XGBoost for Multi-Class Classification Problems

Sung Won Kang ,  Dae Yeon Lee ,  Cheong Hee Pa

한국정보과학회 학술발표논문집

2024 .06

A Study on Subjective Stress Classification Method using SVM and XGBoost

Hyunsuk Kim ,  Kyounghyun Pa ,  k and others 2

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2023 .06

A Comparative Study on the Performance of LSTM and XGBoost Models for Predicting Effective Solar Power Generation

UnDo Yun ,  JiWoo Pa ,  k and others 7

Proceedings of KIIT Conference

2023 .11

Hyperparameter Optimization in Automotive Software Fault Prediction Using Genetic Algorithm

Jaewook Lee ,  Duksan Ryu ,  Suntae Kim

한국정보과학회 학술발표논문집

2020 .07

A Survey on Hyperparameter Optimization in Machine Learning

Jonghyeon Won ,  Jongmin Shin ,  Jae-Ho Kim and others 1

The Journal of Korean Institute of Communications and Information Sciences

2023 .06

A study on predicting injection molding process characteristics using an FEM simulation-based XGBoost machine learning mode

J. H. Lee ,  G. H. Lee ,  J. S. Kim

한국생산제조학회 학술발표대회 논문집

2024 .12

Development of Korean Sign Language Keyboard system using XGBoost

하승범 ,  조예람 ,  이희웅 and others 2

제어로봇시스템학회 국내학술대회 논문집

2023 .06