Personal information

Physics, Statistics, Machine Learning

Activities

Employment (5)

Universidade Federal de Lavras: Lavras, Minas Gerais, BR

2017-11-24 to present | Titular Professor (Department of Physics)
Employment
Source: Self-asserted source
Silva de Menezes, Fortunato

Universidade Federal de Lavras: Lavras, MG, BR

2014-12-01 to 2017-11-20 | Associate Professor (Department of Physics)
Employment
Source: Self-asserted source
Silva de Menezes, Fortunato

Universidade Federal de Lavras: Lavras, MG, BR

1997-11-11 to 2014-10-30 | Adjunt Professor (Department of Exact Sciences)
Employment
Source: Self-asserted source
Silva de Menezes, Fortunato

Universidade Federal Rural do Rio de Janeiro: Seropédica, RJ, BR

1995-03-01 to 1995-12-20 | Assistant Professor (Department of Physics)
Employment
Source: Self-asserted source
Silva de Menezes, Fortunato

Universidade do Estado do Rio de Janeiro: Rio de Janeiro, RJ, BR

1994-06-01 to 1995-06-30 | Assistant Professor (Departament of Eletronics)
Employment
Source: Self-asserted source
Silva de Menezes, Fortunato

Education and qualifications (3)

Centro Brasileiro de Pesquisas Físicas: Rio de Janeiro, RJ, BR

1995-03-01 to 1999-01-08 | PhD (Experimental Department)
Education
Source: Self-asserted source
Silva de Menezes, Fortunato

Centro Brasileiro de Pesquisas Físicas: Rio de Janeiro, RJ, BR

1987-03-01 to 1991-04-05 | MSc (Department of Condensed Matter)
Education
Source: Self-asserted source
Silva de Menezes, Fortunato

Universidade Federal do Rio de Janeiro Instituto de Fisica: Rio de Janeiro, RJ, BR

1983-03-01 to 1986-12-20 | Undergraduation (Department of Physics)
Education
Source: Self-asserted source
Silva de Menezes, Fortunato

Works (33)

Review of the contributions of some statistical methodologies related to the quality of specialty coffee

Coffee Science
2024 | Journal article
Contributors: Marcelo Ângelo Cirillo; Flávio Meira Borém; Mariana Resende; Paulo César Ossani; Gilberto Rodrigues Liska; Fortunato Silva Menezes
Source: check_circle
Crossref

New orders of 2k factorial designs generated by simulated annealing adapted to optimality criteria

Acta Scientiarum. Agronomy
2024-08-09 | Journal article
Contributors: Allan Alves Fernandes; Renato Ribeiro de Lima; Fortunato Silva de Menezes; Diana Del Rocío Rebaza Fernández; Marcelo Angelo Cirillo
Source: check_circle
Crossref

Adaptations in the simulated annealing algorithm to generate D-optimal mixing experiments both in the absence and presence of biases in the specification of the proportions

Communications in Statistics: Case Studies, Data Analysis and Applications
2024-04-02 | Journal article
Contributors: Marcelo Angelo Cirillo; Fortunato Silva de Menezes
Source: check_circle
Crossref

Multisensor analysis of discrepancies between vegetative vigor and grain yield in precision maize crop management

Theoretical and Applied Engineering
2024-02-17 | Journal article
Part of ISSN: 2594-3863
Contributors: Flavio Vanoni de Carvalho Junior; Alves, M. C.; Gabrielly Carvalho de Souza; Fortunato Silva de Menezes
Source: Self-asserted source
Silva de Menezes, Fortunato

Multisensor analysis for environmental targets identification in the region of Funil dam, state of Minas Gerais, Brazil

Applied Geomatics
2023-12 | Journal article
Part of ISSN: 1866-9298
Part of ISSN: 1866-928X
Contributors: Marcelo de Carvalho Alves; Luciana Sanches; Fortunato Silva de Menezes; Lídia Raiza Sousa Lima Chaves Trindade
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

The assessment of annual rainfall field by applying different interpolation methods in the state of Rio Grande do Sul, Brazil

SN Applied Sciences
2021-07 | Journal article
Contributors: Denis Rafael Silveira Ananias; Gilberto Rodrigues Liska; Luiz Alberto Beijo; Geraldo José Rodrigues Liska; Fortunato Silva de Menezes
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A simplex dispersion model for improving precision in the odds ratio confidence interval in mixture experiments

Acta Scientiarum - Technology
2020 | Journal article
EID:

2-s2.0-85088256506

Part of ISSN: 18078664 18062563
Contributors: Liska, G.R.; Cirillo, M.Â.; Menezes, F.S.; Filho, J.S.S.B.
Source: Self-asserted source
Silva de Menezes, Fortunato via Scopus - Elsevier

Generalized Pareto distribution applied to the analysis of maximum rainfall events in Uruguaiana, RS, Brazil

SN Applied Sciences
2020-09 | Journal article
Contributors: Amanda Larissa Alves Martins; Gilberto Rodrigues Liska; Luiz Alberto Beijo; Fortunato Silva de Menezes; Marcelo Ângelo Cirillo
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Machine Learning techniques in muliclass problems with application in sensorial analysis

Concurrency and Computation: Practice and Experience
2020-04-10 | Journal article
Contributors: Lilian M. de Oliveira; Fortunato S. de Menezes; Marcelo A. Cirillo; André V. Saúde; Flávio M. Borém; Gilberto R. Liska
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Machine learning based on extended generalized linear model applied in mixture experiments

Communications in Statistics - Simulation and Computation
2019-12-17 | Journal article
Part of ISSN: 0361-0918
Part of ISSN: 1532-4141
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Statistical procedure for the composition of a sensory panel of blends of coffee with different qualities using the distribution of the extremes of the highest scores

Acta Scientiarum. Agronomy
2019-05-24 | Journal article
Part of ISSN: 1807-8621
Part of ISSN: 1679-9275
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Extended Method for Several Dichotomous Covariates to Estimate the Instantaneous Risk Function of the Aalen Additive Model

Journal of Modern Applied Statistical Methods
2018-12-03 | Journal article
Part of ISSN: 1538-9472
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Ridge path in mixtures experiments: Optimal result with restriction on prediction of variance

IEEE Latin America Transactions
2017 | Journal article
EID:

2-s2.0-85015180304

Part of ISSN: 15480992
Contributors: Nepomucena, T.M.; Cirillo, M.A.; Menezes, F.S.
Source: Self-asserted source
Silva de Menezes, Fortunato via Scopus - Elsevier

CHANGE DETECTION IN FORESTS AND SAVANNAS USING STATISTICAL ANALYSIS BASED ON GEOGRAPHICAL OBJECTS

Boletim de Ciências Geodésicas
2017-06 | Journal article
Part of ISSN: 1982-2170
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Data classification with binary response through the Boosting algorithm and logistic regression

Expert Systems with Applications
2017-03 | Journal article
Contributors: Fortunato S. de Menezes; Gilberto R. Liska; Marcelo A. Cirillo; Mário J.F. Vivanco
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Ridge Path in Mixtures Experiments: Optimal Result with Restriction on Prediction of Variance

IEEE LATIN AMERICA TRANSACTIONS
2017-02-06 | Journal article
Source: Self-asserted source
Silva de Menezes, Fortunato

Evaluation of sensory panels of consumers of specialty coffee beverages using the boosting method in discriminant analysis

Semina:Ciencias Agrarias
2015 | Journal article
EID:

2-s2.0-84951203925

Part of ISSN: 16790359 1676546X
Contributors: Liska, G.R.; De Menezes, F.S.; Cirillo, M.A.; Borém, F.M.; Cortez, R.M.; Ribeiro, D.E.
Source: Self-asserted source
Silva de Menezes, Fortunato via Scopus - Elsevier

Information criteria: How do they behave in different models?

Computational Statistics and Data Analysis
2014 | Journal article
EID:

2-s2.0-84883338998

Part of ISSN: 01679473
Contributors: Emiliano, P.C.; Vivanco, M.J.F.; De Menezes, F.S.
Source: Self-asserted source
Silva de Menezes, Fortunato via Scopus - Elsevier

Information criteria: how do they behave in different models?

Computational Statistics and Data Analysis
2014-01-04 | Journal article
Source: Self-asserted source
Silva de Menezes, Fortunato

Alternative measures for biospeckle image analysis

Journal of the Optical Society of America A
2012-08-01 | Journal article
Contributors: Fortunato Silva de Menezes
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

On Generalized Differences for Biospeckle Image Analysis

Brazilian Simposium of Graphics and Image Processing 2010
2010-09-03 | Conference paper
Contributors: Fortunato Silva de Menezes
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Forward–backward study of the stereo vision problem

Computer Communications Physics
2009-04-02 | Journal article
Contributors: Fortunato Silva de Menezes
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Determination of prediction intervals for a future number of failures: A statistical and monte carlo approach

Brazilian Journal of Physics
2006 | Conference paper
EID:

2-s2.0-33750273573

Part of ISSN: 01039733 01039733
Contributors: De Menezes, F.S.; Vivanco, M.J.F.; Sampaio, L.C.
Source: Self-asserted source
Silva de Menezes, Fortunato via Scopus - Elsevier

Determination of prediction intervals for a future number of failures: a statistical and Monte Carlo approach

Brazilian Journal of Physics
2006-09-01 | Journal article
Contributors: Fortunato Silva de Menezes
Source: Self-asserted source
Silva de Menezes, Fortunato

Domain patterning and thermodynamic properties in magnetic films with perpendicular anisotropy

Physical Review B
2005-09-08 | Journal article
Contributors: Fortunato Silva de Menezes
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Power-law relaxation decay in two-dimensional arrays of magnetic dots interacting by long-range dipole-dipole interactions

Physical Review B - Condensed Matter and Materials Physics
2001 | Journal article
EID:

2-s2.0-0035509238

Part of ISSN: 01631829
Contributors: Sampaio, L.C.; Hyndman, R.; De Menezes, F.S.; Jamet, J.P.; Meyer, P.; Gierak, J.; Chappert, C.; Mathet, V.; Ferré, J.
Source: Self-asserted source
Silva de Menezes, Fortunato via Scopus - Elsevier

Power-law relaxation decay in two-dimensional arrays of magnetic dots interacting by long-range dipole-dipole interactions

Physical Review B
2001-10-25 | Journal article
Source: Self-asserted source
Silva de Menezes, Fortunato

Tailoring coercivity in an array of glass-coated microwires

Journal of Magnetism and Magnetic Materials
2001-05-01 | Journal article
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Domain analysis and magnetic relaxation in thin films

International Journal of Modern Physics C
1998-09-01 | Journal article
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Nonextensivity and Tsallis statistics in magnetic systems

Physical Review B
1997-03-01 | Journal article
Contributors: Fortunato Silva de Menezes
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Magnetic relaxation and formation of magnetic domains in ultrathin films with perpendicular anisotropy

Physical Review B
1996-09-01 | Journal article
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Potts model on infinitely ramified Sierpinski-gasket-type fractals and algebraic order at antiferromagnetic phases

Physical Review B
1992-11-01 | Journal article
Contributors: Fortunato Silva de Menezes
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Magnetic vortices in tridimensional nanomagnetic caps observed using transmission electron microscopy and magnetic force microscopy

Physical Review B
Journal article
Source: Self-asserted source
Silva de Menezes, Fortunato
grade
Preferred source (of 2)‎

Peer review (1 review for 1 publication/grant)

Review activity for Environmental monitoring and assessment. (1)