Cosmoabc: likelihood-free inference via population Monte Carlo approximate Bayesian computation EEO Ishida, SDP Vitenti, M Penna-Lima, J Cisewski, RS de Souza, ... Astronomy and Computing 13, 1-11, 2015 | 76 | 2015 |

Kernel PCA for Type Ia supernovae photometric classification EEO Ishida, RS de Souza Monthly Notices of the Royal Astronomical Society 430 (1), 509-532, 2013 | 73 | 2013 |

Probing cosmic star formation up to *z*= 9.4 with gamma-ray burstsEEO Ishida, RS de Souza, A Ferrara Monthly Notices of the Royal Astronomical Society 418 (1), 500-504, 2011 | 59 | 2011 |

When did cosmic acceleration start? How fast was the transition? EEO Ishida, RRR Reis, AV Toribio, I Waga Astroparticle Physics 28 (6), 547-552, 2008 | 56 | 2008 |

Gaia DR2 unravels incompleteness of nearby cluster population: new open clusters in the direction of Perseus T Cantat-Gaudin, A Krone-Martins, N Sedaghat, A Farahi, RS de Souza, ... Astronomy & Astrophysics 624, A126, 2019 | 53 | 2019 |

On the realistic validation of photometric redshifts R Beck, CA Lin, EEO Ishida, F Gieseke, RS de Souza, MV Costa-Duarte, ... Monthly Notices of the Royal Astronomical Society 468 (4), 4323-4339, 2017 | 48 | 2017 |

Models and simulations for the photometric LSST astronomical time series classification challenge (PLAsTiCC) R Kessler, G Narayan, A Avelino, E Bachelet, R Biswas, PJ Brown, ... Publications of the Astronomical Society of the Pacific 131 (1003), 094501, 2019 | 46 | 2019 |

Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning EEO Ishida, R Beck, S González-Gaitán, RS de Souza, A Krone-Martins, ... Monthly Notices of the Royal Astronomical Society 483 (1), 2-18, 2019 | 46 | 2019 |

Probing the stellar initial mass function with high-*z* supernovaeRS De Souza, EEO Ishida, DJ Whalen, JL Johnson, A Ferrara Monthly Notices of the Royal Astronomical Society 442 (2), 1640-1655, 2014 | 46 | 2014 |

Detectability of the first cosmic explosions RS de Souza, EEO Ishida, JL Johnson, DJ Whalen, A Mesinger Monthly Notices of the Royal Astronomical Society 436 (2), 1555-1563, 2013 | 43 | 2013 |

Bayesian models for astrophysical data: using R, JAGS, Python, and Stan JM Hilbe, RS De Souza, EEO Ishida Cambridge University Press, 2017 | 42 | 2017 |

The effect of a single supernova explosion on the cuspy density profile of a small-mass dark matter halo RS de Souza, LFS Rodrigues, EEO Ishida, R Opher Monthly Notices of the Royal Astronomical Society 415 (3), 2969-2973, 2011 | 41 | 2011 |

Hubble parameter reconstruction from a principal component analysis: minimizing the bias EEO Ishida, RS de Souza Astronomy & Astrophysics 527, A49, 2011 | 39 | 2011 |

Large Magellanic Cloud Near-Infrared Synoptic Survey–III. A statistical study of non-linearity in the Leavitt Laws A Bhardwaj, SM Kanbur, LM Macri, HP Singh, CC Ngeow, EEO Ishida Monthly Notices of the Royal Astronomical Society 457 (2), 1644-1665, 2016 | 28 | 2016 |

Exploring the spectroscopic diversity of Type Ia supernovae with dracula: a machine learning approach M Sasdelli, EEO Ishida, R Vilalta, M Aguena, VC Busti, H Camacho, ... Monthly Notices of the Royal Astronomical Society 461 (2), 2044-2059, 2016 | 24 | 2016 |

Massive stars exploding in a He-rich circumstellar medium–VII. The metamorphosis of ASASSN-from a narrow line Type Ibn to a normal Type Ib Supernova A Pastorello, JL Prieto, N Elias-Rosa, D Bersier, G Hosseinzadeh, ... Monthly Notices of the Royal Astronomical Society 453 (4), 3649-3661, 2015 | 23 | 2015 |

AMBER/VLTI and MIDI/VLTI spectro-interferometric observations of the B [e] supergiant CPD-Size and geometry of the circumstellar envelope in the near-and mid-IR AD De Souza, T Driebe, O Chesneau, KH Hofmann, S Kraus, ... Astronomy & Astrophysics 464 (1), 81-86, 2007 | 23 | 2007 |

The overlooked potential of generalized linear models in astronomy–III. Bayesian negative binomial regression and globular cluster populations RS De Souza, JM Hilbe, B Buelens, JD Riggs, E Cameron, EEO Ishida, ... Monthly Notices of the Royal Astronomical Society 453 (2), 1928-1940, 2015 | 22 | 2015 |

The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts J Elliott, RS de Souza, A Krone-Martins, E Cameron, EEO Ishida, J Hilbe, ... Astronomy and Computing 10, 61-72, 2015 | 21 | 2015 |

The first analytical expression to estimate photometric redshifts suggested by a machine A Krone-Martins, EEO Ishida, RS De Souza Monthly Notices of the Royal Astronomical Society: Letters 443 (1), L34-L38, 2014 | 21 | 2014 |