An evolutionary approach for efficient prototyping of large time series datasets

Author:

Leon-Alcaide Pablo,Rodriguez-Benitez LuisORCID,Castillo-Herrera Ester,Moreno-Garcia JuanORCID,Jimenez-Linares LuisORCID

Funder

Spanish Ministry of Science and Innovation

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference36 articles.

1. Time-series clustering–a decade review;Aghabozorgi;Inf. Syst.,2015

2. Clustering of large time series datasets;Aghabozorgi;Intell. Data Anal.,2014

3. Indications of nonlinear deterministic and finite-dimensional structures in time series of brain electrical activity: dependence on recording region and brain state;Andrzejak;Phys. Rev. E,2001

4. Using dynamic time warping to find patterns in time series;Berndt,1994

5. A bi-layered parallel training architecture for large-scale convolutional neural networks;Chen;IEEE Trans. Parallel Distrib. Syst.,2018

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