huawei-noah / streamDM

Stream Data Mining Library for Spark Streaming
http://streamdm.noahlab.com.hk/
Apache License 2.0
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Add support for Anomaly/Outlier detection algorithms #107

Closed hmgomes closed 5 years ago

hmgomes commented 5 years ago

Description

Implement the underlying classes for anomaly/outlier detection and an anomaly/outlier detector algorithm.

Resources

The implementation shall include a new Task and the necessary abstract classes for Outlier algorithms and models.

Related papers: Chandola, V., Banerjee, A., & Kumar, V. (2009). Anomaly detection: A survey. ACM computing surveys (CSUR), 41(3), 15.

hmgomes commented 5 years ago

Issue addressed by #108