Concepedia

Xiyang Hu

XH

9

Publications

755

Citations

9

H-Index

2019

Active since

Affiliations

Carnegie Mellon University(Current)

Potsdam Institute for Climate Impact Research

Deggendorf Institute of Technology

Xiyang Hu is an author at Carnegie Mellon University specializing in knowledge discovery, data science, and pattern recognition.

Top concepts

Data MiningEngineeringData ScienceComputer ScienceMachine LearningKnowledge DiscoveryPattern RecognitionDeep LearningAnomaly DetectionOutlier Detection

Publications per year

2019–2023

9

Publications

9

ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions

Zheng Li, Yue Zhao, Xiyang Hu et al. · IEEE Transactions on Knowledge and Data Engineering · 2022 · 342 citations · Full text

ADBench: Anomaly Detection Benchmark

Songqiao Han, Xiyang Hu, Hailiang Huang et al. · SSRN Electronic Journal · 2022 · 242 citations · Full text

BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs

Kay Liu, Yingtong Dou, Yue Zhao et al. · arXiv (Cornell University) · 2022 · 42 citations · Full text

Anomaly Detection, Machine Learning, Engineering +20

ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions

Zheng Li, Yue Zhao, Xiyang Hu et al. · SSRN Electronic Journal · 2022 · 42 citations · Full text

SUOD: Accelerating Large-Scale Unsupervised Heterogeneous Outlier Detection

Yue Zhao, Xiyang Hu, Cheng Cheng et al. · arXiv (Cornell University) · 2020 · 31 citations · Full text

Fraud Detection, Anomaly Detection, Machine Learning +18

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