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eug/hysortod.java

Fast and Scalable Outlier Detection with Sorted Hypercubes

detectionneighborhoodoutlierscalableunsupervised-learning

HySortOD

Outlier Detection with Sorted Hypercubes. Python version is available in hysortod.py.

Build

mvn package

Run

java -jar target/hysortod-0.0.1-SNAPSHOT.jar datasets/http.csv 3 5 100 1

Reference

Eugenio F. Cabral and Robson L. F. Cordeiro. 2020. Fast and Scalable Outlier Detection with Sorted Hypercubes. In Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM'20), October 19–23, 2020. Virtual Event, Ireland. ACM, New York, NY, USA, 10 pages.

Languages

Java58.4%Shell41.6%

Contributors

EU
Apache License 2.0
Created August 9, 2020
Updated January 13, 2025