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Yeonsook Heo

Korea University

1 Anam-dong 5 ka

Seoul, 136-701

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

4

DOWNLOADS

133

TOTAL CITATIONS

2

Scholarly Papers (4)

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1.

Structured Probabilistic Models for Predicting Internal Electricity Loads in Residential Communities

Downloads 62 (961,006)

Structured Probabilistic Models for Predicting Internal Electricity Loads in Residential Communities

Number of pages: 31 Posted: 31 Dec 2021
Chulho Kim, Jiwook Byun, Jaehyun Go and Yeonsook Heo
Korea University, Korea University, Korea University and Korea University
Downloads 36 (1,281,607)

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Structured probabilistic models, Internal electricity load, Residential community, Household variation, Temporal variation

Structured Probabilistic Models for Predicting Internal Electricity Loads in Residential Communities

Number of pages: 34 Posted: 08 Aug 2022
Chulho Kim, Jiwook Byun, Jaehyun Go and Yeonsook Heo
Korea University, Korea University, Korea University and Korea University
Downloads 26 (1,430,393)

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Structured probabilistic models, Internal electricity load, Residential community, Household variation, Temporal variation

2.

Exploring the Impact of Urban Factors on Land Surface Temperature and Outdoor Air Temperature: A Case Study in Seoul, Korea

Number of pages: 28 Posted: 06 Jun 2023
Tageui Hong and Yeonsook Heo
Korea University and Korea University
Downloads 49 (1,109,210)
Citation 2

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Urban heat island (UHI), Land surface temperature (LST), Outdoor air temperature (OAT), Urban characteristics, Pedestrian-level temperature

3.

Quantifying Seasonal Energy Drivers in Public Libraries: Category-Level Importance and Main–Interaction Effect Decomposition Using Explainable Machine Learning

Number of pages: 48 Posted: 20 Mar 2026
Hyungbin Joo, Hanjoo Kim, Dong Hyuk Yi, Deuk Woo Kim and Yeonsook Heo
Korea University, Korea University, affiliation not provided to SSRN, Korea Institute of Civil Engineering and Building Technology and Korea University
Downloads 18 (1,500,778)

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Seasonal EUI, Category-level importance, SHAP decomposition, Interaction effects, random forest, Building compactness

4.

An XAI-informed framework for automating functional form selection and interaction diagnosis in generalized additive modeling

Number of pages: 45 Posted: 23 Jul 2026
Yeonsook Heo, Hanjoo Kim, Hyungbin Joo and Deuk Woo Kim
Korea University, Korea University, Korea University and Korea Institute of Civil Engineering and Building Technology
Downloads 4

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Generalized additive model, eXplainable Artificial Intelligence, SHAP, Random forest, Building energy prediction