Searching for Changing-state AGNs in Massive Data Sets. I. Applying Deep Learning and Anomaly-detection Techniques to Find AGNs with Anomalous Variability Behaviors

P. Sánchez-Sáez, H. Lira, L. Martí, N. Sánchez-Pi, J. Arredondo, F. E. Bauer, A. Bayo, G. Cabrera-Vives, C. Donoso-Oliva, P. A. Estévez, S. Eyheramendy, F. Förster, L. Hernández-García, A. M. Muñoz Arancibia, M. Pérez-Carrasco, M. Sepúlveda, J. R. Vergara

Open source

DOI
10.3847/1538-3881/ac1426
Published
2021-10-20
Container
The Astronomical Journal
Publisher
American Astronomical Society
Open access
unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.3847/1538-3881/ac1426,
  title = {Searching for Changing-state AGNs in Massive Data Sets. I. Applying Deep Learning and Anomaly-detection Techniques to Find AGNs with Anomalous Variability Behaviors},
  author = {P. Sánchez-Sáez and H. Lira and L. Martí and N. Sánchez-Pi and J. Arredondo and F. E. Bauer and A. Bayo and G. Cabrera-Vives and C. Donoso-Oliva and P. A. Estévez and S. Eyheramendy and F. Förster and L. Hernández-García and A. M. Muñoz Arancibia and M. Pérez-Carrasco and M. Sepúlveda and J. R. Vergara},
  year = {2021},
  journal = {The Astronomical Journal},
  doi = {10.3847/1538-3881/ac1426},
  url = {https://doi.org/10.3847/1538-3881/ac1426}
}

RIS

TY  - JOUR
TI  - Searching for Changing-state AGNs in Massive Data Sets. I. Applying Deep Learning and Anomaly-detection Techniques to Find AGNs with Anomalous Variability Behaviors
AU  - P. Sánchez-Sáez
AU  - H. Lira
AU  - L. Martí
AU  - N. Sánchez-Pi
AU  - J. Arredondo
AU  - F. E. Bauer
AU  - A. Bayo
AU  - G. Cabrera-Vives
AU  - C. Donoso-Oliva
AU  - P. A. Estévez
AU  - S. Eyheramendy
AU  - F. Förster
AU  - L. Hernández-García
AU  - A. M. Muñoz Arancibia
AU  - M. Pérez-Carrasco
AU  - M. Sepúlveda
AU  - J. R. Vergara
PY  - 2021
JO  - The Astronomical Journal
DO  - 10.3847/1538-3881/ac1426
UR  - https://doi.org/10.3847/1538-3881/ac1426
ER  - 

APA

Sánchez-Sáez, P., Lira, H., Martí, L., Sánchez-Pi, N., Arredondo, J., Bauer, F. E., Bayo, A., Cabrera-Vives, G., Donoso-Oliva, C., Estévez, P. A., Eyheramendy, S., Förster, F., Hernández-García, L., Arancibia, A. M. M., Pérez-Carrasco, M., Sepúlveda, M., & Vergara, J. R. (2021). Searching for Changing-state AGNs in Massive Data Sets. I. Applying Deep Learning and Anomaly-detection Techniques to Find AGNs with Anomalous Variability Behaviors. The Astronomical Journal. https://doi.org/10.3847/1538-3881/ac1426

Source records