Uncertain times séries classification

A time series analysis method using Shapelets and Fischer Linear Discriminant.

Adversarially-Built Shapelets Algorithm

Implementation (VHDL) and verification of the accelerator proposed in the paper "Hardware Accelerator for Shapelet Distance Computation in Time-Series Classification", from May 2020

Scalable and Accurate Subsequence Transform

Time series classification to identify the state of human activity.

Repository for "Data Mining - Advanced Topics and Applications" projects exam.

Multivariate Asynchronous Random Shapelets

Motif-guided time series counterfactual explanations (ICPR 2022)

Theoretically guaranteed shapelet-learning algorithm

Shapelet model creator for SAGECal

Implementation of Fast Shapelets: A Scalable Algorithm for Discovering Time Series Shapelets

C# binding for Khiva library.

Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification

This repo contains useful links to research papers and implementations of shapelets discovery/learning techniques from different sources.

Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

A software package for statistically significant shapelet mining

Code for "Generalised Interpretable Shapelets for Irregular Time Series"