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This webpage supports our paper "Domain Agnostic Online Semantic Segmentation"

The code is here.

The datasets are here.

The FLOSS segmentations for datasets in pdf and ppt.

The dataset for PRCP_experiment is here.

The key to explain the datasets is here.

The link for journal paper is here.

The link for conference paper in ICDM2017: "Matrix Profile VIII: Domain Agnostic Online Semantic Segmentation at Superhuman Performance Levels".

Supporting materials are here, including a comparison to AutoPlait on their data, and an example of FLOSS on multidimensional data.

We had to adapt the AutoPlait code slightly, here is our modified version, and the classic version. 

The ideas are built on top the Matrix Profile.

Here is a short video that shows FLOSS running in real time, on a toy dataset. Note that the processing rate is slowed down to help us see the algorithm in action. FLOSS can process streaming data at least an order of magnitude faster.

Here is the video of running FLOSS on real dataset PAMAP.