Rafael S. de Souza

Orcid: 0000-0001-7207-4584

According to our database1, Rafael S. de Souza authored at least 13 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2015
2016
2017
2018
2019
2020
2021
2022
2023
2024
0
1
2
3
4
5
2
2
1
4
1
1
2

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption.
CoRR, 2024

Galmoss: A package for GPU-accelerated galaxy profile fitting.
Astron. Comput., 2024

2023
A graph-based spectral classification of Type II supernovae.
Astron. Comput., July, 2023

From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation.
CoRR, 2023

2022
qrpca: A package for fast principal component analysis with GPU acceleration.
Astron. Comput., 2022

2020
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2017
Photometric redshift estimation: An active learning approach.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016
Automated supernova Ia classification using adaptive learning techniques.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Exploring the spectroscopic diversity of type Ia supernovae with Deep Learning and Unsupervised Clustering.
Proceedings of the Astroinformatics 2016, Sorrento, Italy, October 19-25, 2016, 2016

2015
The overlooked potential of Generalized Linear Models in astronomy, I: Binomial regression.
Astron. Comput., 2015

AMADA - Analysis of multidimensional astronomical datasets.
Astron. Comput., 2015

cosmoabc: Likelihood-free inference via Population Monte Carlo Approximate Bayesian Computation.
Astron. Comput., 2015

The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts.
Astron. Comput., 2015


  Loading...