Jihoon Moon

According to our database, Jihoon Moon authored at least 33 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fast and Accurate Terahertz Beam Management via Frequency-Dependent Beamforming.

Seungnyun Kim, Jungjae Park, Jihoon Moon, Byonghyo Shim

IEEE Trans. Wirel. Commun., March, 2024

Enhancing multistep-ahead bike-sharing demand prediction with a two-stage online learning-based time-series model: insight from Seoul.

Subeen Leem, Jisong Oh, Jihoon Moon, Mucheol Kim, Seungmin Rho

J. Supercomput., February, 2024

2023

Transformer-Based Channel Parameter Acquisition for Terahertz Ultra-Massive MIMO Systems.

Seungnyun Kim, Anho Lee, Hyungyu Ju, Khoa Anh Ngo, Jihoon Moon, Byonghyo Shim

IEEE Trans. Veh. Technol., November, 2023

BiGTA-Net: A Hybrid Deep Learning-Based Electrical Energy Forecasting Model for Building Energy Management Systems.

Dayeong So, Jinyeong Oh, Insu Jeon, Jihoon Moon, Mi Young Lee, Seungmin Rho

Syst., September, 2023

Energy-Efficient User Association in mmWave/THz Ultra-Dense Network via Multi-Agent Deep Reinforcement Learning.

Jihoon Moon, Seungnyun Kim, Hyungyu Ju, Byonghyo Shim

IEEE Trans. Green Commun. Netw., June, 2023

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, April, 2023

Sparse Channel Feedback for Energy-Efficient mmWave Massive MIMO Systems.

Seungnyun Kim, Jiao Wu, Jihoon Moon, Byonghyo Shim

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Frequency-Dependent Precoding for Wideband Terahertz Communication Systems.

Seungnyun Kim, Jiao Wu, Jihoon Moon, Byonghyo Shim

Proceedings of the IEEE Global Communications Conference, 2023

Auto-Labeling of Anomalies on Access Logs and Pairwise Comparison-based Validation.

Jihoon Moon, Hyuk-Yoon Kwon

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

Towards an Effective Over-The-Top Platform Service: A Machine Learning Approach for Box Office Analysis.

Subeen Leem, Jisong Oh, Jihoon Moon

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

A Literature Review on AWS-Based Cloud Computing: A Case in South Korea.

Byeongcheon Lee, Jinyeong Oh, Woojin Shon, Jihoon Moon

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022

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., 2022

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., 2022

Analyzing the Stock Exchange Markets of EU Nations: A Case Study of Brexit Social Media Sentiment.

Haider Maqsood, Muazzam Maqsood, Sadaf Yasmin, Irfan Mehmood, Jihoon Moon, Seungmin Rho

Syst., 2022

A Multi-stage Framework with Mean Subspace Computation and Recursive Feedback for Online Unsupervised Domain Adaptation.

Jihoon Moon, Debasmit Das, C. S. George Lee

CoRR, 2022

An Empirical Study of Macroeconomic Factors and Stock Returns in the Context of Economic Uncertainty News Sentiment Using Machine Learning.

Ayesha Jabeen, Muhammad Yasir, Yasmeen Ansari, Sadaf Yasmin, Jihoon Moon, Seungmin Rho

Complex., 2022

A Deep Reinforcement Learning-Based Decision Support System for Automated Stock Market Trading.

Yasmeen Ansari, Sadaf Yasmin, Sheneela Naz, Hira Zaffar, Zeeshan Ali, Jihoon Moon, Seungmin Rho

IEEE Access, 2022

Fast Terahertz Beam Training Via Frequency-dependent Precoding.

Jungjae Park, Seungnyun Kim, Jihoon Moon, Byonghyo Shim

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

A Hybrid Tree-Based Ensemble Learning Model for Day-Ahead Peak Load Forecasting.

Jihoon Moon, Sungwoo Park, Eenjun Hwang, Seungmin Rho

Proceedings of the 15th International Conference on Human System Interaction, 2022

LSTM-based Beam Tracking Using Computer Vision.

Jihoon Moon, Byonghyo Shim

Proceedings of the IEEE VTS Asia Pacific Wireless Communications Symposium, 2022

2021

Mid-term electricity load prediction using CNN and Bi-LSTM.

M. Junaid Gul, Gul Malik Urfa, Anand Paul, Jihoon Moon, Seungmin Rho, Eenjun Hwang

J. Supercomput., 2021

An Attention-Based Multilayer GRU Model for Multistep-Ahead Short-Term Load Forecasting.

Seungmin Jung, Jihoon Moon, Sungwoo Park, Eenjun Hwang

Sensors, 2021

User Association with Multi-Agent Reinforcement Learning for Energy-Efficient UDN.

Jihoon Moon, Byonghyo Shim

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Energy-Efficient mmWave UDN Using Distributed Multi-Agent Deep Reinforcement Learning.

Jihoon Moon, Hyungyu Ju, Seungnyun Kim, Byonghyo Shim

Proceedings of the IEEE International Conference on Communications Workshops, 2021

2020

Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation.

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

Sensors, 2020

Habitat Suitability Estimation Using a Two-Stage Ensemble Approach.

Jehyeok Rew, Yongjang Cho, Jihoon Moon, Eenjun Hwang

Remote. Sens., 2020

Multistep-Ahead Solar Radiation Forecasting Scheme Based on the Light Gradient Boosting Machine: A Case Study of Jeju Island.

Jinwoong Park, Jihoon Moon, Seungmin Jung, Eenjun Hwang

Remote. Sens., 2020

Explainable Anomaly Detection for District Heating Based on Shapley Additive Explanations.

Sungwoo Park, Jihoon Moon, Eenjun Hwang

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

BCGAN-Based Over-Sampling Scheme for Imbalanced Data.

Minjae Son, Seungwon Jung, Jihoon Moon, Eenjun Hwang

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019

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

Jihoon Moon, Sungwoo Park, Seungmin Rho, Eenjun Hwang

Int. J. Distributed Sens. Networks, 2019

2018

Forecasting power consumption for higher educational institutions based on machine learning.

Jihoon Moon, Jinwoong Park, Eenjun Hwang, Sanghoon Jun

J. Supercomput., 2018

A Short-Term Electric Load Forecasting Scheme Using 2-Stage Predictive Analytics.

Jihoon Moon, Kyu-Hyung Kim, Yongsung Kim, Eenjun Hwang

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Semantic Enrichment of Twitter News for Differentiated STEAM Education.

Yongsung Kim, Seonmi Ji, Seungwon Jung, Jihoon Moon, Eenjun Hwang

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018