Aekyeung Moon

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Topics

Lossy Compression

Anomaly Detection

Scientific Data

Accurate Classification

Top Venues

Publications

Hoseok Hwang, Aekyeung Moon, Seung Woo Son
Gradual Semi-Automatic Annotation and Hybrid Model for Effective Detection of Garbage Bags. ICIT (2023)
Jungeun Yoon, Aekyeung Moon, Seungwoo Son
Understanding Integrity of Time Series IoT Datasets through Local Outlier Detection with Steep Peak and Valley. ICIT (2023)
Jungeun Yoon, Aekyeung Moon, Seung Woo Son
Outlier Elimination and Reliability Assessment for Peak and Declining Time Series Datasets. ICDM (Workshops) (2023)
Aekyeung Moon, Seung Woo Son, Hyson Kim, Minjun Kim
Lossy Predictive Models for Accurate Classification Algorithms. Big Data (2022)
Jiaxi Chen, Aekyeung Moon, Seung Woo Son
Towards Guaranteeing Error Bound in DCT-based Lossy Compression. Big Data (2022)
Aekyeung Moon, Jiaxi Chen, Seung Woo Son, Minjun Kim
Characterization of Transform-Based Lossy Compression for HPC Datasets. DRBSD@SC (2022)
Xiaoyan Zhuo, Aekyeung Moon, Jialing Zhang, Seung Woo Son
Cascaded Dimension Reduction for Effective Anomaly Detection. IEEE BigData (2021)
Jialing Zhang, Jiaxi Chen, Xiaoyan Zhuo, Aekyeung Moon, Seung Woo Son
DPZ: Improving Lossy Compression Ratio with Information Retrieval on Scientific Data. CLUSTER (2021)
Aekyeung Moon, Xiaoyan Zhuo, Jialing Zhang, Seung Woo Son, Yun Jeong Song
Anomaly Detection in Edge Nodes using Sparsity Profile. IEEE BigData (2020)
Aekyeung Moon, Seung Woo Son, Jiuk Jung, Yun Jeong Song
Understanding Bit-Error Trade-off of Transform-based Lossy Compression on Electrocardiogram Signals. IEEE BigData (2020)
Jialing Zhang, Jiaxi Chen, Aekyeung Moon, Xiaoyan Zhuo, Seung Woo Son
Bit-Error Aware Quantization for DCT-based Lossy Compression. HPEC (2020)
Aekyeung Moon, Xiaoyan Zhuo, Jialing Zhang, Seung Woo Son
: Improving Quality of IoT Data through Compressive Anomaly Detection. IEEE BigData (2019)
Jialing Zhang, Xiaoyan Zhuo, Aekyeung Moon, Hang Liu, Seung Woo Son
Efficient Encoding and Reconstruction of HPC Datasets for Checkpoint/Restart. MSST (2019)
Jialing Zhang, Aekyeung Moon, Xiaoyan Zhuo, Seung Woo Son
Towards Improving Rate-Distortion Performance of Transform-Based Lossy Compression for HPC Datasets. HPEC (2019)
Aekyeung Moon, Jaeyoung Kim, Jialing Zhang, Seung Woo Son
Evaluating fidelity of lossy compression on spatiotemporal data from an IoT enabled smart farm. Comput. Electron. Agric. 154 (2018)
Aekyeung Moon, Jaeyoung Kim, Jialing Zhang, Hang Liu, Seung Woo Son
Understanding the impact of lossy compressions on IoT smart farm analytics. IEEE BigData (2017)
Aekyeung Moon, Jaeyoung Kim, Jialing Zhang, Seung Woo Son
Lossy compression on IoT big data by exploiting spatiotemporal correlation. HPEC (2017)