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SCIESCOPUS

A comparative analysis of artificial neural network architectures for building energy consumption forecasting

Moon, Jihoon; Park, Sungwoo; Rho, Seungmin; Hwang, Eenjun

ArticleIssue Date2019CitationINTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, v.15, no.9PublisherSAGE PUBLICATIONS INC

SCIESCOPUS

Habitat Suitability Estimation Using a Two-Stage Ensemble Approach

Rew, Jehyeok; Cho, Yongjang; Moon, Jihoon; Hwang, Eenjun

ArticleIssue Date2020CitationREMOTE SENSING, v.12, no.9PublisherMDPI

SCIESCOPUS

An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting (dagger)

Jung, Seungmin; Moon, Jihoon; Park, Sungwoo; Hwang, Eenjun

ArticleIssue Date2021CitationSENSORS, v.21, no.5, pp.1 - 20PublisherMDPI

SCIESCOPUS

Combination of short-term load forecasting models based on a stacking ensemble approach

Moon, Jihoon; Jung, Seungwon; Rew, Jehyeok; Rho, Seungmin; Hwang, Eenjun

ArticleIssue Date2020CitationENERGY AND BUILDINGS, v.216PublisherELSEVIER SCIENCE SA

SCIESCOPUS

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation

Jung, Seungwon; Moon, Jihoon; Park, Sungwoo; Rho, Seungmin; Baik, Sung Wook; Hwang, Eenjun

ArticleIssue Date2020CitationSENSORS, v.20, no.6PublisherMDPI

SCIESCOPUS

Recurrent inception convolution neural network for multi short-term load forecasting

Kim, Junhong; Moon, Jihoon; Hwang, Eenjun; Kang, Pilsung

ArticleIssue Date2019CitationENERGY AND BUILDINGS, v.194, pp.328 - 341PublisherELSEVIER SCIENCE SA

SCIESCOPUS

Solving the Cold-Start Problem in Short-Term Load Forecasting Using Tree-Based Methods

Moon, Jihoon; Kim, Junhong; Kang, Pilsung; Hwang, Eenjun

ArticleIssue Date2020CitationENERGIES, v.13, no.4PublisherMDPI

SCIESCOPUS

A Two-Stage Industrial Load Forecasting Scheme for Day-Ahead Combined Cooling, Heating and Power Scheduling

Park, Sungwoo; Moon, Jihoon; Jung, Seungwon; Rho, Seungmin; Baik, Sung Wook; Hwang, Eenjun

ArticleIssue Date2020CitationENERGIES, v.13, no.2PublisherMDPI

SCIESCOPUS

Hybrid Short-Term Load Forecasting Scheme Using Random Forest and Multilayer Perceptron

Moon, Jihoon; Kim, Yongsung; Son, Minjae; Hwang, Eenjun

ArticleIssue Date2018CitationENERGIES, v.11, no.12PublisherMDPI

SCIESSCISCOPUS

Constructing Differentiated Educational Materials Using Semantic Annotation for Sustainable Education in IoT Environments

Kim, Yongsung; Moon, Jihoon; Hwang, Eenjun

ArticleIssue Date2018CitationSUSTAINABILITY, v.10, no.4PublisherMDPI

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