Zobrazeno 1 - 10
of 82
pro vyhledávání: '"Ricardo Cerri"'
Autor:
Luíza Zuvanov, Ana Letycia Basso Garcia, Fernando Henrique Correr, Rodolfo Bizarria, Ailton Pereira da Costa Filho, Alisson Hayasi da Costa, Andréa T. Thomaz, Ana Lucia Mendes Pinheiro, Diego Mauricio Riaño-Pachón, Flavia Vischi Winck, Franciele Grego Esteves, Gabriel Rodrigues Alves Margarido, Giovanna Maria Stanfoca Casagrande, Henrique Cordeiro Frajacomo, Leonardo Martins, Mariana Feitosa Cavalheiro, Nathalia Graf Grachet, Raniere Gaia Costa da Silva, Ricardo Cerri, Rommel Thiago Juca Ramos, Simone Daniela Sartorio de Medeiros, Thayana Vieira Tavares, Renato Augusto Corrêa dos Santos
Publikováno v:
PLoS Computational Biology, Vol 17, Iss 11 (2021)
Computational biology has gained traction as an independent scientific discipline over the last years in South America. However, there is still a growing need for bioscientists, from different backgrounds, with different levels, to acquire programmin
Externí odkaz:
https://doaj.org/article/7ec6576001c2467faac35bba6b0c3dae
Autor:
Leander Schietgat, Celine Vens, Ricardo Cerri, Carlos N Fischer, Eduardo Costa, Jan Ramon, Claudia M A Carareto, Hendrik Blockeel
Publikováno v:
PLoS Computational Biology, Vol 14, Iss 4, p e1006097 (2018)
Transposable elements (TEs) are repetitive nucleotide sequences that make up a large portion of eukaryotic genomes. They can move and duplicate within a genome, increasing genome size and contributing to genetic diversity within and across species. A
Externí odkaz:
https://doaj.org/article/cf658bdc5f624a4aa584c028da619c4a
Autor:
Ricardo Cerri
Publikováno v:
Biblioteca Digital de Teses e Dissertações da USPUniversidade de São PauloUSP.
Em problemas convencionais de classificação, cada exemplo de um conjunto de dados é associado a apenas uma dentre duas ou mais classes. No entanto, existem problemas de classificação mais complexos, nos quais as classes envolvidas no problema s
Autor:
Ricardo Cerri
Publikováno v:
Biblioteca Digital de Teses e Dissertações da USPUniversidade de São PauloUSP.
Muitos dos problemas de classificação descritos na literatura de Aprendizado de Máquina e Mineração de Dados dizem respeito à classificação de dados em que cada exemplo a ser classificado pertence a um conjunto finito, e geralmente pequeno, d
Autor:
Mauri Ferrandin, Ricardo Cerri
Publikováno v:
Soft Computing. 27:8627-8660
The design of classifiers involves learning the probability distribution of data classes from labeled samples. Traditionally, this problem assumes a single estimation of the distribution, but recent advancements in data generation have led to non-sta
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::caf4b9f09c744e60ed30b8d0f224912a
https://doi.org/10.21203/rs.3.rs-2790828/v1
https://doi.org/10.21203/rs.3.rs-2790828/v1
Publikováno v:
2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA).
Publikováno v:
Applied Soft Computing. 141:110265
Publikováno v:
Complex & Intelligent Systems. 8:477-487
PIWI-interacting RNAs (piRNAS) form an important class of non-coding RNAs that play a key role in gene expression regulation and genome integrity by silencing transposable elements. However, despite the importance of piRNAs and the large application
Autor:
Mauri Ferrandin, Ricardo Cerri
Multi-label classification (MLC) is a very explored field in recent years. The most common approaches that deal with MLC problems are classified into two groups: (i) problem transformation which aims to adapt the multi-label data, making the use of t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b4f070945b8beb72cacd1a48f6514cef
https://doi.org/10.21203/rs.3.rs-1793069/v1
https://doi.org/10.21203/rs.3.rs-1793069/v1