Adversarially-Built Shapelets Algorithm
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Updated
Feb 17, 2018 - Java
Adversarially-Built Shapelets Algorithm
Uncertain times séries classification
A time series analysis method using Shapelets and Fischer Linear Discriminant.
Implementation (VHDL) and verification of the accelerator proposed in the paper "Hardware Accelerator for Shapelet Distance Computation in Time-Series Classification", from May 2020
Repository for "Data Mining - Advanced Topics and Applications" projects exam.
Time series classification to identify the state of human activity.
Multivariate Asynchronous Random Shapelets
Scalable and Accurate Subsequence Transform
Theoretically guaranteed shapelet-learning algorithm
Shapelet model creator for SAGECal
Motif-guided time series counterfactual explanations (ICPR 2022)
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"
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