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Computational Intelligence, Artificial Neural Networks, Machine Learning, Evolutionary Algorithms
Brazil

Activities

Employment (1)

Universidade Federal de Pernambuco: Recife, PE, BR

2012-01-22 to present | Research Assistant Professor in Computer Science (Center of Informatics)
Employment
Source: Self-asserted source
0000-0001-8025-0517

Education and qualifications (2)

Universidade Federal de Pernambuco: Recife, PE, BR

2007-03-11 to 2011-02-22 | PhD in computer Science (Center of Informatics)
Education
Source: Self-asserted source
0000-0001-8025-0517

Universidade Federal de Pernambuco: Recife, PE, BR

2005-03-08 to 2007-02-12 | MSc in Computer Science (Center of Informatics)
Education
Source: Self-asserted source
0000-0001-8025-0517

Works (19)

Multi-center Integrating Radiomics, Structured Reports, and Machine Learning Algorithms for Assisted Classification of COVID-19 in Lung Computed Tomography

Journal of Medical and Biological Engineering
2023-04 | Journal article
Contributors: Marcos A. D. Machado; Ronnyldo R. E. Silva; Mauro Namias; Andreia S. Lessa; Margarida C. L. C. Neves; Carolina T. A. Silva; Danillo M. Oliveira; Thamiris R. Reina; Arquimedes A. B. Lira; Leandro M. Almeida et al.
Source: check_circle
Crossref

Breakthrough of Clinical Candida Cultures Identification Using the Analysis of Volatile Organic Compounds and Artificial Intelligence Methods

IEEE Sensors Journal
2022-07-01 | Journal article
Contributors: Maria C. A. Castro; Leandro M. Almeida; Renan Williams M. Ferreira; Clayton A. Benevides; Cleber Zanchettin; Frederico D. Menezes; Cicero P. Inacio; Reginlado G. de Lima-Neto; Jose Gilson A. T. Filho; Rejane P. Neves
Source: check_circle
Crossref

Computer Vision and Machine Learning for Tuna and Salmon Meat Classification

Informatics
2021-10-19 | Journal article
Contributors: Erika Carlos Medeiros; Leandro Maciel Almeida; José Gilson de Almeida Teixeira Filho
Source: check_circle
Crossref
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Preferred source (of 2)‎

Uma metodologia de análise de sentimentos dos candidatos as eleições presidenciais de 2018 no Twitter.

Revista de Engenharia e Pesquisa Aplicada
2020-04-26 | Journal article
Contributors: Guilherme Guimarães De Queiroz; Leandro Almeida
Source: check_circle
Crossref

Building Ensembles with Classifier Selection Using Self-Organizing Maps

Proceedings - 2016 5th Brazilian Conference on Intelligent Systems, BRACIS 2016
2017 | Conference paper
EID:

2-s2.0-85015252829

Contributors: Almeida, L.M.; Zanchettin, C.; Leite, H.P.B.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

Ensembles with Clustering-and-Selection Model Using Evolutionary Algorithms

Proceedings - 2016 5th Brazilian Conference on Intelligent Systems, BRACIS 2016
2017 | Conference paper
EID:

2-s2.0-85015210632

Contributors: Almeida, L.M.; Galvao, P.S.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

An intelligent monitoring system for natural gas odorization

IEEE Sensors Journal
2015 | Journal article
EID:

2-s2.0-84910111067

Contributors: Zanchettin, C.; Almeida, L.M.; De Menezes, F.D.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

Clustering and selection using grouping genetic algorithms for blockmodeling to construct neural network ensembles

Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
2013 | Conference paper
EID:

2-s2.0-84897678091

Contributors: Da Rocha E Silva, E.J.; Ludermir, T.B.; Almeida, L.M.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

Odor recognition systems for natural gas odorization monitoring

Proceedings of the International Joint Conference on Neural Networks
2012 | Conference paper
EID:

2-s2.0-84865077363

Contributors: Zanchettin, C.; Almeida, L.M.; Menezes, F.D.; Ludermir, T.B.; Azevedo, W.M.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

Hybrid training method for MLP: Optimization of architecture and training

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
2011 | Journal article
EID:

2-s2.0-79960698915

Contributors: Zanchettin, C.; Ludermir, T.B.; Almeida, L.M.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

A multi-objective memetic and hybrid methodology for optimizing the parameters and performance of artificial neural networks

Neurocomputing
2010 | Journal article
EID:

2-s2.0-77949266538

Contributors: Almeida, L.M.; Ludermir, T.B.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

Topology optimization for artificial neural networks using differential evolution

Proceedings of the International Joint Conference on Neural Networks
2010 | Conference paper
EID:

2-s2.0-79959408090

Contributors: Mineu, N.L.; Ludermir, T.B.; Almeida, L.M.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

A two stage clustering method combining self-organizing maps and ant k-means

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | Book
EID:

2-s2.0-70350608344

Contributors: Souza, J.R.; Ludermir, T.B.; Almeida, L.M.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

Neural networks with asymmetric activation function for function approximation

Proceedings of the International Joint Conference on Neural Networks
2009 | Conference paper
EID:

2-s2.0-70449339457

Contributors: Da S. Gomes, G.S.; Ludermir, T.B.; Almeida, L.M.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

An evolutionary approach for tuning artificial neural network parameters

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | Book
EID:

2-s2.0-70350539341

Contributors: Almeida, L.M.; Ludermir, T.B.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

An improved method for automatically searching near-optimal artificial neural networks

Proceedings of the International Joint Conference on Neural Networks
2008 | Conference paper
EID:

2-s2.0-56349155040

Contributors: Almeida, L.M.; Ludermir, T.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

Tuning artificial neural networks parameters using an evolutionary algorithm

Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008
2008 | Conference paper
EID:

2-s2.0-55349100566

Contributors: Almeida, L.M.; Ludermir, T.B.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

Automatically searching near-optimal artificial neural networks

ESANN 2007 Proceedings - 15th European Symposium on Artificial Neural Networks
2007 | Conference paper
EID:

2-s2.0-56349171671

Contributors: Almeida, L.M.; Ludermir, T.B.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

A hybrid method for searching near-optimal artificial neural networks

Proceedings - Sixth International Conference on Hybrid Intelligent Systems and Fourth Conference on Neuro-Computing and Evolving Intelligence, HIS-NCEI 2006
2006 | Conference paper
EID:

2-s2.0-40249113611

Contributors: Almeida, L.M.; Ludermir, T.B.
Source: Self-asserted source
0000-0001-8025-0517 via Scopus - Elsevier

Peer review (8 reviews for 2 publications/grants)

Review activity for Mycopathologia. (1)
Review activity for Neural Processing Letters. (7)