Optimal shapelets tree for time series interpretable classification

Time series shapelets are a state-of-the-art data mining technique that is applied to time series supervised classification tasks. Shapelets are defined as subsequences that retain the most discriminating power contained in time series. The main advantage of shapelets-based methods consists of their...

Full description

Saved in:
Bibliographic Details
Main Authors: Lorenzo Bonasera, Stefano Gualandi
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:EURO Journal on Computational Optimization
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S219244062400008X
Tags: Add Tag
No Tags, Be the first to tag this record!