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streaming-anomaly-detector

This project is an implementation of BICO (a distance-based clustering algorithm for streaming data) presented in the follwoing paper.

Hendrik Fichtenberger, Marc Gillé, Melanie Schmidt, Chris Schwiegelshohn, Christian Sohler: BICO: BIRCH Meets Coresets for k-Means Clustering. ESA 2013: 481-492

and extended to an anomaly detector .

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  • Jupyter Notebook 97.5%
  • Python 2.5%