Harnessing the power of CNNs for unevenly-sampled light-curves using Markov Transition Field-Reference-Cited by-同舟云学术

Harnessing the power of CNNs for unevenly-sampled light-curves using Markov Transition Field

Published:2021-04 Issue: Volume:35 Page:100461
ISSN:2213-1337
Container-title:Astronomy and Computing
language:en
Short-container-title:Astronomy and Computing

Author:

Bugueño M.^ORCID,Molina G.^ORCID,Mena F.^ORCID,Olivares P.,Araya M.^ORCID

Funder

Universidad Técnica Federico Santa María

Publisher

Elsevier BV

Subject

Computer Science Applications,Astronomy and Astrophysics,Space and Planetary Science

Reference43 articles.

1. Deep multi-survey classification of variable stars;Aguirre;Mon. Not. R. Astron. Soc.,2019

2. The NASA exoplanet archive: data and tools for exoplanet research;Akeson;Publ. Astron. Soc. Pac.,2013

3. Scientific domain knowledge improves exoplanet transit classification with deep learning;Ansdell;Astrophys. J. Lett.,2018

4. Transit shapes and self organising maps as a tool for ranking planetary candidates: Application to kepler and k2;Armstrong;Mon. Not. R. Astron. Soc.,2016

5. Refining exoplanet detection using supervised learning and feature engineering;Bugueno,2018

Cited by 18 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Flexible DC distribution network fault detection method based on MTF-EfficientNetV2 algorithm;2024-07-18

2. Rolling bearing fault diagnosis method based on MTF and PC-MDCNN;Journal of Mechanical Science and Technology;2024-07

3. Encoding Time Series as Images for Anomaly Detection in Manufacturing Processes Using Convolutional Neural Networks and Grad-CAM;International Journal of Precision Engineering and Manufacturing;2024-06-28

4. Analysis of induced dynamic biceps EMG signal complexity using Markov transition networks;Biomedical Engineering Letters;2024-03-29

5. Gearbox fault diagnosis method based on improved semi-supervised MTDL and GAF;Measurement and Control;2024-02-29