Zobrazeno 1 - 10 of 37 pro vyhledávání: '"Anne Magaly de Paula Canuto"'
1
Akademický článek
Applying Efficient Selection Techniques of Unlabeled Instances for Wrapper-Based Semi-Supervised Methods
Autor: Cephas A. S. Barreto, Arthur Costa Gorgonio, Joao C. Xavier-Junior, Anne Magaly De Paula Canuto
Publikováno v: IEEE Access, Vol 10, Pp 43535-43551 (2022)
Semi-supervised learning (SSL) is a machine learning approach that integrates supervised and unsupervised learning mechanisms. This integration may be done in different ways and one possibility is to use a wrapper-based strategy. The main aim of a wr
Externí odkaz: https://doaj.org/article/2b5bdc283e6144f5b0465c9fcd0b852f
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2
Akademický článek
An Efficient Approach to Select Instances in Self-Training and Co-Training Semi-Supervised Methods
Autor: Karliane Medeiros Ovidio Vale, Arthur Costa Gorgonio, Flavius Da Luz E Gorgonio, Anne Magaly De Paula Canuto
Publikováno v: IEEE Access, Vol 10, Pp 7254-7276 (2022)
Semi-supervised learning is a machine learning approach that integrates supervised and unsupervised learning mechanisms. In this learning, most of labels in the training set are unknown, while there is a small part of data that has known labels. The
Externí odkaz: https://doaj.org/article/609cb00c09aa4644875f82749a43528b
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3
Akademický článek
Automatic Recommendation Method for Classifier Ensemble Structure Using Meta-Learning
Autor: Robercy Alves Da Silva, Anne Magaly De Paula Canuto, Cephas Alves Da Silveira Barreto, Joao Carlos Xavier-Junior
Publikováno v: IEEE Access, Vol 9, Pp 106254-106268 (2021)
Machine Learning (ML) is a field that aims to develop efficient techniques to provide intelligent decision making solutions to complex real problems. Among the different ML structures, a classifier ensemble has been successfully applied to several cl
Externí odkaz: https://doaj.org/article/3809148bccd6497badf6f102cc662126
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5
Comparison of Machine Learning predictive methods to diagnose the Attention Deficit/Hyperactivity Disorder levels using SPECT
Autor: Marcilio de Oliveira Meira, Anne Magaly de Paula Canuto, Bruno Motta de Carvalho, Roberto Levi Cavalcanti Jales
Publikováno v: Research, Society and Development; Vol. 11 No. 8; e54811831258
Research, Society and Development; Vol. 11 Núm. 8; e54811831258
Research, Society and Development; v. 11 n. 8; e54811831258
Research, Society and Development
Universidade Federal de Itajubá (UNIFEI)
instacron:UNIFEI
ADHD (attention deficit hyperactivity disorder) is a neurodevelopmental disorder characterized by harmful levels of inattention, disorganization, and/or hyperactivity-impulsivity. In childhood, these symptoms often overlap with those of other disorde
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::46378a38fcd1e9607857fd93631aad7f
https://rsdjournal.org/index.php/rsd/article/view/31258
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7
Investigação Científica nas Ciências Sociais Aplicadas 2
Autor: Ana Júlia Teixeira Senna Sarmento Barata, Audemir Leuzinger de Queiroz, Leonel Swistoniuk, Vitor Rodrigues Almada, Lucas Peluffo dos Santos Portilho, Diego Silveira Costa Nascimento, Queila Pahim da Silva, Catarina Janira Padilha, Bruno Silva Costa, Debora Nayar Hoff, César Andre Luiz Beras, Maria Lívia Real de Almeida, Raphael Corrêa de Souza Coelho, Danielle Rosa Nascimento, Maxwell Marques Mesquita, Ellen Valotta Elias Borges, Rafael D'Oliveira, Danilo Rodrigo Cavalcante Bandeira, José Vicente de Souza Aguiar, Leonardo Oliveira Muniz da Silva, Erotilde Mendes Ribeiro, Celia Lima Paradela, Giovani Manso Ávila, Lilian Barbosa Vieira, Felipe da Silva Gonçalves, Leila Soares de Souza Perussolo, Guilherme José Sette Junior, Evelyn Cristina Castro Barros, Sebastião Ailton Da Rosa Cerqueira-Adão, Aline Andrade Santos, Diana Priscila Sá Alberto, itala Margareth Ranyol Aben-Athar, Rafael Silva de Oliveira, Rosalina Lima Izepão, Anne Magaly de Paula Canuto, Fernando Rodrigues Lima, Carlos Henrique Lucena, Jéssica Alves da Motta, Mariana Rodrigues Gomes de Mello, Lucas Peluffo Portilho, Vânia Lúcia Quadros Nascimento, Ana Claudia de Oliveira Ré, Gislaine Moraes Dias, Émerson Oliveira Rizzatti, Malu Napp dos Santos, Lucilene Cordeiro da Silva Messias, Daniel Gomes Mesquita, Marcos Vinícius Silva Maia Santos, Lício Valério Lima Vieira, Júlio César da Silva Ferreira, Thiago Eliandro de Oliveira Gomes, Darlen de Oliveira Almirão, Helena Doris de Almeida Barbosa, Claryssa Suemi Oyama, Roseclair da Rocha Lacerda Barroso, Diogo Daniel Marques Drum, Izaura Rodrigues Nascimento, Jordana Franke Guerreiro
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::32b8ea6ed1ade926f88b42aa7a62091b
https://doi.org/10.22533/at.ed.991192312
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9
Akademický článek
Interdisciplinary Data Analysis.
Autor: Lorena, Ana Carolina1 aclorena@unifesp.br, Canuto, Anne Magaly de Paula2 anne@dimap.ufrn.br
Publikováno v: New Generation Computing. Jan2018, Vol. 36 Issue 1, p1-3. 3p.
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10
Concept Lattices for Knowledge Discovery and Knowledge Engineering
Autor: Napoli, Amedeo
Publikováno v: Brazilian Conference on Artificial Intelligence, Natal, Brazil
Brazilian Conference on Artificial Intelligence, Natal, Brazil (BRACIS 2015)
Brazilian Conference on Artificial Intelligence, Natal, Brazil (BRACIS 2015), Anne Magaly de Paula Canuto (UFRN), Nov 2015, Natal, Brazil
International audience; Knowledge discovery in large and complex datasets is one main topic addressed by ``Data Science'' and is also a topic of first interest in ``Science of Knowledge'' (or Artificial Intelligence). Indeed data and knowledge are in
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::ac6d787477be8f5b6b87c40252702283
https://hal.inria.fr/hal-01254131
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