Repository Overview

This repository contains all the necessary components to evaluate FIPS and HFIPS — two approaches for sampling interval patterns from numerical data, proportionally to frequency (FIPS) and to the product of hyper-volume and frequency (HFIPS).

Contents

• Source code for FIPS
  Implementation of the FIPS sampling method.
  (See the src directory)

• Source code for HFIPS
  Implementation of the HFIPS sampling method.
  (See the src directory)

• Source code for uniform sampling (with coverage)
  A method for uniformly sampling interval patterns while ensuring non-empty coverage.
  (See the src directory)

• Source code for uniform sampling (without coverage)
  A method for uniform sampling of interval patterns without coverage guarantees.
  (See the src directory)

• Source code for running experiments
  All experimental evaluations are implemented in the Evaluation class.
  To run a specific evaluation, uncomment the corresponding method call in the Main class.
  (See the src directory)

• Benchmark datasets
  Datasets used in the experimental protocol.
  (See the benchmark directory)

• Graphical results
  Visualizations of experimental results for each dataset.
  (See the result directory)