Metalearning for choosing feature selection algorithms in data mining: Proposal of a new framework

ARS Parmezan, HD Lee, FC Wu - Expert Systems with Applications, 2017 - Elsevier
Abstract In Data Mining, during the preprocessing step, there is a considerable diversity of
candidate algorithms to select important features, according to some criteria. This broad …

A survey of automatic term extraction for Brazilian Portuguese

M da Silva Conrado, AD Felippo… - Journal of the Brazilian …, 2014 - Springer
Background Term extraction is highly relevant as it is the basis for several tasks, such as the
building of dictionaries, taxonomies, and ontologies, as well as the translation and …

Classificação automática de textos por meio de aprendizado de máquina baseado em redes

RG Rossi - 2016 - teses.usp.br
Nos dias atuais há uma quantidade massiva de dados textuais sendo produzida e
armazenada diariamente na forma de e-mails, relatórios, artigos e postagens em redes …

The main challenge of semi-automatic term extraction methods

MS Conrado, TAS Pardo, SO Rezende - Proceedings of the 11th …, 2014 - degruyter.com
Term extraction is the basis for many tasks such as building of taxonomies, ontologies and
dictionaries, for translation, organization and retrieval of textual data. This paper studies the …

[PDF][PDF] SE-Term: sistema de extracción de términos híbrido independiente del dominio

Y Marrero García - 2016 - rua.ua.es
En la actualidad existe un gran volumen de textos en formato digital debido a los avances
científico técnicos que tienen lugar en disímiles esferas y ramas de la ciencia, lo que …

SeSG: a search string generator for Secondary Studies with hybrid search strategies using text mining

LF Alves, FJS Vasconcellos, BM Nogueira - Empirical Software …, 2022 - Springer
Abstract A Secondary Study (SS) is an important research method used in several areas. A
crucial step in the Conduction phase of a SS is the search of studies. This step is time …

[PDF][PDF] Cassiopeia: Um modelo de agrupamento de textos baseado em sumarização

MVC Guelpeli - Niterói: Tese (Doutorado em Computação) …, 2012 - nlx-server.di.fc.ul.pt
Esta tese contribui para a área de recuperação de informação (information retrieval) que
utiliza a técnica de agrupamento de documentos (document clustering) para apoiar a busca …

Hierarchical semi-supervised confidence-based active clustering and its application to the extraction of topic hierarchies from document collections

BMÃ Nogueira - 2013 - teses.usp.br
Topic hierarchies are efficient ways of organizing document collections. These structures
help users to manage the knowledge contained in textual data. These hierarchies are …

Making good choices of non-redundant n-gramwords

MF Moura, BM Nogueira… - … on Computer and …, 2008 - ieeexplore.ieee.org
A new complete proposal to solve the problem of automatically selecting good and non
redundant n-gram words as attributes for textual data is proposed. Generally, the use of n …

Mineração de mídias sociais como ferramenta para a análise de tríade da persona virtual

ACES Lima - 2016 - dspace.mackenzie.br
Understanding the human being is a continuous work of perception and inference about
how he/she interacts and responds to various environmental stimuli in which he/she is …