Articles citing this article

The Citing articles tool gives a list of articles citing the current article.
The citing articles come from EDP Sciences database, as well as other publishers participating in CrossRef Cited-by Linking Program. You can set up your personal account to receive an email alert each time this article is cited by a new article (see the menu on the right-hand side of the abstract page).

Cited article:

Machine learning applications in studies of the physical properties of active galactic nuclei based on photometric observations

Sarah Mechbal, Markus Ackermann and Marek Kowalski
Astronomy & Astrophysics 685 A107 (2024)

Machine learning based stellar classification with highly sparse photometry data

Seán Enis Cody, Sebastian Scher, Iain McDonald, Albert Zijlstra, Emma Alexander and Nick Cox
Open Research Europe 4 29 (2024)

Radio galaxies classification system using machine learning techniques in the IoT Era

Kamil Dimililer, Hanifa Teimourian and Fadi Al-Turjman
Journal of Experimental & Theoretical Artificial Intelligence 36 (3) 357 (2024)

Applying machine learning to Galactic Archaeology: how well can we recover the origin of stars in Milky Way-like galaxies?

Andrea Sante, Andreea S Font, Sandra Ortega-Martorell, Ivan Olier and Ian G McCarthy
Monthly Notices of the Royal Astronomical Society 531 (4) 4363 (2024)

E(2)-equivariant features in machine learning for morphological classification of radio galaxies

Natalie E P Lines, Joan Font-Quer Roset and Anna M M Scaife
RAS Techniques and Instruments 3 (1) 347 (2024)

A Multimodal Transfer Learning Method for Classifying Images of Celestial Point Sources

Bingjun Wang, Shuxin Hong, Zhiyang Yuan, A-Li Luo, Xiao Kong and Zhiqiang Zou
Publications of the Astronomical Society of the Pacific 135 (1052) 104502 (2023)

J-PLUS: galaxy-star-quasar classification for DR3

R von Marttens, V Marra, M Quartin, L Casarini, P O Baqui, A Alvarez-Candal, F J Galindo-Guil, J A Fernández-Ontiveros, Andrés del Pino, L A Díaz-García, C López-Sanjuan, J Alcaniz, R Angulo, A J Cenarro, D Cristóbal-Hornillos, R Dupke, A Ederoclite, C Hernández-Monteagudo, A Marín-Franch, M Moles, L Sodré, J Varela and H Vázquez Ramió
Monthly Notices of the Royal Astronomical Society 527 (2) 3347 (2023)

Machine learning-based photometric classification of galaxies, quasars, emission-line galaxies, and stars

Fatemeh Zahra Zeraatgari, Fatemeh Hafezianzadeh, Yanxia Zhang, Liquan Mei, Ashraf Ayubinia, Amin Mosallanezhad and Jingyi Zhang
Monthly Notices of the Royal Astronomical Society 527 (3) 4677 (2023)

Selection of powerful radio galaxies with machine learning

R. Carvajal, I. Matute, J. Afonso, R. P. Norris, K. J. Luken, P. Sánchez-Sáez, P. A. C. Cunha, A. Humphrey, H. Messias, S. Amarantidis, D. Barbosa, H. A. Cruz, H. Miranda, A. Paulino-Afonso and C. Pappalardo
Astronomy & Astrophysics 679 A101 (2023)

Photometric classification of quasars from ALHAMBRA survey using random forest

Benjamín Arroquia-Cuadros, Néstor Sánchez, Vicent Gómez, et al.
Astronomy & Astrophysics 673 A48 (2023)

Stellar classification with convolutional neural networks and photometric images: a new catalogue of 50 million SDSS stars without spectra

Jing-Hang Shi, Bo Qiu, A-Li Luo, et al.
Monthly Notices of the Royal Astronomical Society 520 (2) 2269 (2023)

Stellar Dynamical Modeling—Counting Conserved Quantities

Richard J. Long, Shude Mao and Yougang Wang
Research in Astronomy and Astrophysics 23 (5) 055018 (2023)

Improving machine learning-derived photometric redshifts and physical property estimates using unlabelled observations

A Humphrey, P A C Cunha, A Paulino-Afonso, et al.
Monthly Notices of the Royal Astronomical Society 520 (1) 305 (2023)

Random forest Algorithm for the Classification of Spectral Data of Astronomical Objects

José-Luis Solorio-Ramírez, Raúl Jiménez-Cruz, Yenny Villuendas-Rey and Cornelio Yáñez-Márquez
Algorithms 16 (6) 293 (2023)

The LSST AGN Data Challenge: Selection Methods

Đorđe V. Savić, Isidora Jankov, Weixiang Yu, Vincenzo Petrecca, Matthew J. Temple, Qingling Ni, Raphael Shirley, Andjelka B. Kovačević, Mladen Nikolić, Dragana Ilić, Luka Č. Popović, Maurizio Paolillo, Swayamtrupta Panda, Aleksandra Ćiprijanović and Gordon T. Richards
The Astrophysical Journal 953 (2) 138 (2023)

Data mining techniques on astronomical spectra data – II. Classification analysis

Haifeng Yang, Lichan Zhou, Jianghui Cai, et al.
Monthly Notices of the Royal Astronomical Society 518 (4) 5904 (2022)

Quasar Identification Using Multivariate Probability Density Estimated from Nonparametric Conditional Probabilities

Jenny Farmer, Eve Allen and Donald J. Jacobs
Mathematics 11 (1) 155 (2022)

An exploration of how training set composition bias in machine learning affects identifying rare objects

S.E. Lake and C.-W. Tsai
Astronomy and Computing 40 100617 (2022)

Applying Random Forest Classification to Ultracool Dwarf Discovery in Deep Surveys. I. Color Classification with SDSS, UKIDSS, and WISE Photometry

Zijie Gong, Adriana Nava Vega, Eduardo Gauna Gutierrez, Arantxa Mendiola Maytorena, Carlos Verdaguer, Christian Aganze, Christopher Danner and Adam J. Burgasser
Research Notes of the AAS 6 (4) 74 (2022)

The Seventeenth Data Release of the Sloan Digital Sky Surveys: Complete Release of MaNGA, MaStar, and APOGEE-2 Data

Abdurro’uf, Katherine Accetta, Conny Aerts, Víctor Silva Aguirre, Romina Ahumada, Nikhil Ajgaonkar, N. Filiz Ak, Shadab Alam, Carlos Allende Prieto, Andrés Almeida, Friedrich Anders, Scott F. Anderson, Brett H. Andrews, Borja Anguiano, Erik Aquino-Ortíz, Alfonso Aragón-Salamanca, Maria Argudo-Fernández, Metin Ata, Marie Aubert, Vladimir Avila-Reese, Carles Badenes, Rodolfo H. Barbá, Kat Barger, Jorge K. Barrera-Ballesteros, Rachael L. Beaton, et al.
The Astrophysical Journal Supplement Series 259 (2) 35 (2022)

Photometric identification of compact galaxies, stars, and quasars using multiple neural networks

Siddharth Chaini, Atharva Bagul, Anish Deshpande, Rishi Gondkar, Kaushal Sharma, M Vivek and Ajit Kembhavi
Monthly Notices of the Royal Astronomical Society 518 (2) 3123 (2022)

Machine-learning classification of astronomical sources: estimating F1-score in the absence of ground truth

A Humphrey, W Kuberski, J Bialek, N Perrakis, W Cools, N Nuyttens, H Elakhrass and P A C Cunha
Monthly Notices of the Royal Astronomical Society: Letters 517 (1) L116 (2022)

Beyond the Local Volume. I. Surface Densities of Ultracool Dwarfs in Deep HST/WFC3 Parallel Fields

Christian Aganze, Adam J. Burgasser, Mathew Malkan, Christopher A. Theissen, Roberto A. Tejada Arevalo, Chih-Chun Hsu, Daniella C. Bardalez Gagliuffi, Russell E. Ryan and Benne Holwerda
The Astrophysical Journal 924 (2) 114 (2022)

Practical galaxy morphology tools from deep supervised representation learning

Mike Walmsley, Anna M M Scaife, Chris Lintott, et al.
Monthly Notices of the Royal Astronomical Society 513 (2) 1581 (2022)

Estimation of Photometric Redshifts. I. Machine-learning Inference for Pan-STARRS1 Galaxies Using Neural Networks

Joongoo Lee and Min-Su Shin
The Astronomical Journal 162 (6) 297 (2021)

Attention-gating for improved radio galaxy classification

Micah Bowles, Anna M M Scaife, Fiona Porter, Hongming Tang and David J Bastien
Monthly Notices of the Royal Astronomical Society 501 (3) 4579 (2021)

Identification of BASS DR3 sources as stars, galaxies, and quasars by XGBoost

Changhua Li, Yanxia Zhang, Chenzhou Cui, et al.
Monthly Notices of the Royal Astronomical Society 506 (2) 1651 (2021)

Deep learning applications based on SDSS photometric data: detection and classification of sources

Zhendong He, Bo Qiu, A-Li Luo, et al.
Monthly Notices of the Royal Astronomical Society 508 (2) 2039 (2021)

Discovery of five new Galactic symbiotic stars in the VPHAS+ survey

Stavros Akras, Denise R Gonçalves, Alvaro Alvarez-Candal and Claudio B Pereira
Monthly Notices of the Royal Astronomical Society 502 (2) 2513 (2021)

On the discovery of stars, quasars, and galaxies in the Southern Hemisphere with S-PLUS DR2

L Nakazono, C Mendes de Oliveira, N S T Hirata, et al.
Monthly Notices of the Royal Astronomical Society 507 (4) 5847 (2021)

Evolutionary map of the Universe (EMU): Compact radio sources in the scorpio field towards the galactic plane

S Riggi, G Umana, C Trigilio, et al.
Monthly Notices of the Royal Astronomical Society 502 (1) 60 (2021)

Photometric selection and redshifts for quasars in the Kilo-Degree Survey Data Release 4

S. J. Nakoneczny, M. Bilicki, A. Pollo, et al.
Astronomy & Astrophysics 649 A81 (2021)

Deep Learning assessment of galaxy morphology in S-PLUS Data Release 1

C R Bom, A Cortesi, G Lucatelli, et al.
Monthly Notices of the Royal Astronomical Society 507 (2) 1937 (2021)

On Neural Architectures for Astronomical Time-series Classification with Application to Variable Stars

Sara Jamal and Joshua S. Bloom
The Astrophysical Journal Supplement Series 250 (2) 30 (2020)