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of 318
pro vyhledávání: '"Vellasco, Marley"'
The field of radio astronomy is witnessing a boom in the amount of data produced per day due to newly commissioned radio telescopes. One of the most crucial problems in this field is the automatic classification of extragalactic radio sources based o
Externí odkaz:
http://arxiv.org/abs/2304.12729
A novel evolutionary approach for Explainable Artificial Intelligence is presented: the "Evolved Explanations" model (EvEx). This methodology consists in combining Local Interpretable Model Agnostic Explanations (LIME) with Multi-Objective Genetic Al
Externí odkaz:
http://arxiv.org/abs/2005.07229
Publikováno v:
In Fuzzy Sets and Systems 30 October 2023 470
Publikováno v:
In Neurocomputing 7 August 2023 545
Autor:
McWhirter, Paul R., Steele, Iain A., Hussain, Abir, Al-Jumeily, Dhiya, Vellasco, Marley M. B. R.
Period estimation is an important task in the classification of many variable astrophysical objects. Here we present GRAPE: Genetic Routine for Astronomical Period Estimation, a genetic algorithm optimised for the processing of survey data with spuri
Externí odkaz:
http://arxiv.org/abs/1807.07010
Publikováno v:
In Journal of Petroleum Science and Engineering August 2022 215 Part A
Publikováno v:
In Applied Soft Computing Journal May 2022 120
Publikováno v:
In Neural Networks April 2022 148:1-12
Autor:
Dias, Eduardo Dessupoio Moreira, Vellasco, Marley Maria Bernardes Rebuzzi, da Cruz, André Vargas Abs
Publikováno v:
In Expert Systems With Applications 1 April 2021 167
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