Understanding the impact of lossy compressions on IoT smart farm analytics. - Aekyeung Moon; Jaeyoung Kim; Jialing Zhang; Hang Liu; Seung Woo Son 001 (IEEE BigData, 2017)

Lossy compression on IoT big data by exploiting spatiotemporal correlation. - Aekyeung Moon; Jaeyoung Kim; Jialing Zhang; Seung Woo Son 001 (HPEC, 2017)

Evaluating fidelity of lossy compression on spatiotemporal data from an IoT enabled smart farm. - Aekyeung Moon; Jaeyoung Kim; Jialing Zhang; Seung Woo Son 001 (Comput. Electron. Agric., 2018)

AD2: Improving Quality of IoT Data through Compressive Anomaly Detection. - Aekyeung Moon; Xiaoyan Zhuo; Jialing Zhang; Seung Woo Son 001 (IEEE BigData, 2019)

Towards Improving Rate-Distortion Performance of Transform-Based Lossy Compression for HPC Datasets. - Jialing Zhang; Aekyeung Moon; Xiaoyan Zhuo; Seung Woo Son 001 (HPEC, 2019)

Efficient Encoding and Reconstruction of HPC Datasets for Checkpoint/Restart. - Jialing Zhang; Xiaoyan Zhuo; Aekyeung Moon; Hang Liu; Seung Woo Son 001 (MSST, 2019)

Understanding Bit-Error Trade-off of Transform-based Lossy Compression on Electrocardiogram Signals. - Aekyeung Moon; Seung Woo Son 001; Jiuk Jung; Yun Jeong Song (IEEE BigData, 2020)

Anomaly Detection in Edge Nodes using Sparsity Profile. - Aekyeung Moon; Xiaoyan Zhuo; Jialing Zhang; Seung Woo Son 001; Yun Jeong Song (IEEE BigData, 2020)

Bit-Error Aware Quantization for DCT-based Lossy Compression. - Jialing Zhang; Jiaxi Chen; Aekyeung Moon; Xiaoyan Zhuo; Seung Woo Son 001 (HPEC, 2020)

Cascaded Dimension Reduction for Effective Anomaly Detection. - Xiaoyan Zhuo; Aekyeung Moon; Jialing Zhang; Seung Woo Son 001 (IEEE BigData, 2021)

DPZ: Improving Lossy Compression Ratio with Information Retrieval on Scientific Data. - Jialing Zhang; Jiaxi Chen; Xiaoyan Zhuo; Aekyeung Moon; Seung Woo Son 001 (CLUSTER, 2021)

Towards Guaranteeing Error Bound in DCT-based Lossy Compression. - Jiaxi Chen; Aekyeung Moon; Seung Woo Son 001 (IEEE Big Data, 2022)

Lossy Predictive Models for Accurate Classification Algorithms. - Aekyeung Moon; Seung Woo Son 001; Hyson Kim; Minjun Kim (IEEE Big Data, 2022)

Characterization of Transform-Based Lossy Compression for HPC Datasets. - Aekyeung Moon; Jiaxi Chen; Seung Woo Son 001; Minjun Kim (DRBSD@SC, 2022)

Outlier Elimination and Reliability Assessment for Peak and Declining Time Series Datasets. - Jungeun Yoon; Aekyeung Moon; Seung Woo Son 001 (ICDM (Workshops), 2023)

Gradual Semi-Automatic Annotation and Hybrid Model for Effective Detection of Garbage Bags. - Hoseok Hwang; Aekyeung Moon; Seung Woo Son (ICIT, 2023)

Understanding Integrity of Time Series IoT Datasets through Local Outlier Detection with Steep Peak and Valley. - Jungeun Yoon; Aekyeung Moon; Seungwoo Son (ICIT, 2023)

Image-Based Predictive Model to Optimize Drying Endpoints in the Chili Pepper Drying Process. - Dasong Yu; Aekyeung Moon (ASSE, 2024)