Publications by authors named "Jihoon Moon"

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A Comparative Study of Lesion-Centered and Severity-Based Approaches to Diabetic Retinopathy Classification: Improving Interpretability and Performance.
Gang-Min Park, Ji-Hoon Moon, Ho-Gil Jung

Biomedicines· June 2025

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Vision-based approach to knee osteoarthritis and Parkinson's disease detection utilizing human gait patterns.
Zeeshan Ali, Jihoon Moon, Saira Gillani, Sitara Afzal, Muazzam Maqsood

PeerJ Comput Sci· May 2025

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Advancing ensemble learning techniques for residential building electricity consumption forecasting: Insight from explainable artificial intelligence.
Jihoon Moon, Muazzam Maqsood, Dayeong So, Sung Wook Baik, Seungmin Rho

PLoS One· November 2024

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Reliable Autism Spectrum Disorder Diagnosis for Pediatrics Using Machine Learning and Explainable AI.
Insu Jeon, Minjoong Kim, Dayeong So, Eun Young Kim, Yunyoung Nam, Jihoon Moon

Diagnostics (Basel)· November 2024

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An end-to-end gait recognition system for covariate conditions using custom kernel CNN.
Babar Ali, Maryam Bukhari, Muazzam Maqsood, Jihoon Moon, Eenjun Hwang

Heliyon· June 2024

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Towards Data-Driven Decision-Making in the Korean Film Industry: An XAI Model for Box Office Analysis Using Dimension Reduction, Clustering, and Classification.
Subeen Leem, Jisong Oh, Dayeong So, Jihoon Moon

Entropy (Basel)· March 2023

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A Multistage Framework With Mean Subspace Computation and Recursive Feedback for Online Unsupervised Domain Adaptation.
Jihoon Moon, Debasmit Das, C S George Lee

IEEE Trans Image Process· July 2022

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Explainable artificial intelligence approach in combating real-time surveillance of COVID19 pandemic from CT scan and X-ray images using ensemble model.
Farhan Ullah, Jihoon Moon, Hamad Naeem, Sohail Jabbar

J Supercomput· June 2022

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Interpretable Short-Term Electrical Load Forecasting Scheme Using Cubist.
Jihoon Moon, Sungwoo Park, Seungmin Rho, Eenjun Hwang

Comput Intell Neurosci· February 2022

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Verification of De-Identification Techniques for Personal Information Using Tree-Based Methods with Shapley Values.
Junhak Lee, Jinwoo Jeong, Sungji Jung, Jihoon Moon, Seungmin Rho

J Pers Med· January 2022

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An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting.
Seungmin Jung, Jihoon Moon, Sungwoo Park, Eenjun Hwang

Sensors (Basel)· February 2021

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Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation.
Seungwon Jung, Jihoon Moon, Sungwoo Park, Seungmin Rho, Sung Wook Baik

Sensors (Basel)· March 2020

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