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awesome-anomaly-detection

github.com/xiaomingx/awesome-anomaly-detection ↗

Anomaly detection related books, papers, videos, and toolboxes

6

GitHub Stars

39

Curated Resources

5

Categories

1 month ago

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1. 书籍 & 教程2. 课程 & 视频工具箱与数据集5.1 会议与研讨会5.2 期刊

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What's inside

工具箱与数据集

AnomalyDetection3.2 时间序列异常检测
Anomaly Detection Toolbox3.1 多变量数据异常检测
banpei3.2 时间序列异常检测
datastream.io3.2 时间序列异常检测
DeepADoTS3.2 时间序列异常检测
ELKI3.1 多变量数据异常检测

2. 课程 & 视频

Anomaly Detection vs. Supervised LearningCoursera
Data Mining for Cyber SecurityStanford
Developing and Evaluating an Anomaly Detection SystemCoursera
Introduction to Anomaly Detection by IBMCoursera
Machine Learning by Andrew NgCoursera
Outlier Detection Algorithms in Data Mining and Data ScienceUdemy

5.1 会议与研讨会

1. 书籍 & 教程

Data Mining: Concepts and Techniques (3rd Edition)1.1 书籍
Outlier Analysis1.1 书籍
Outlier Ensembles: An Introduction1.1 书籍

5.2 期刊

Showing a sample of 39 resources. View the full list on GitHub →