Search Results - "Silva, A. Pedro Duarte"

A novel algorithm for simultaneous SNP selection in high-dimensional genome-wide association studies by Zuber, Verena, Duarte Silva, A Pedro, Strimmer, Korbinian

“…Identification of causal SNPs in most genome wide association studies relies on approaches that consider each SNP individually. However, there is a strong…”
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Optimization approaches to Supervised Classification by Pedro Duarte Silva, A.

“…•A review of optimization models for Supervised Classification.•Covers models based on geometrical arguments and Support Vector Machines.•Considers two-group…”
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Modelling interval data with Normal and Skew-Normal distributions by Brito, Paula, Duarte Silva, A. Pedro

“…A parametric modelling for interval data is proposed, assuming a multivariate Normal or Skew-Normal distribution for the midpoints and log-ranges of the…”
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Discriminant Analysis of Interval Data: An Assessment of Parametric and Distance-Based Approaches by Silva, A. Pedro Duarte, Brito, Paula

“…Building on probabilistic models for interval-valued variables, parametric classification rules, based on Normal or Skew-Normal distributions, are derived for…”
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Outlier detection in interval data by Duarte Silva, A. Pedro, Filzmoser, Peter, Brito, Paula

“…A multivariate outlier detection method for interval data is proposed that makes use of a parametric approach to model the interval data. The trimmed maximum…”
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Two-group classification with high-dimensional correlated data: A factor model approach by Pedro Duarte Silva, A.

“…A class of linear classification rules, specifically designed for high-dimensional problems, is proposed. The new rules are based on Gaussian factor models and…”
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On multiplicative priority rating methods for the AHP by Stam, Antonie, Duarte Silva, A.Pedro

“…Recently, several alternative variants to the original Analytic Hierarchy Process (AHP) have been proposed. Most of these sought to resolve some of the…”
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Nonparametric Two-Group Classification: Concepts and a SAS-Based Software Package by A. Pedro Duarte Silva, Stam, Antonie

“…This article introduces BestClass, a set of SAS macros, available in the mainframe and workstation environment, designed for solving two-group classification…”
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Nenparametric Two-Group Classification: Concepts and a SAS-Based Software Package by Silva, A. Pedro Duarte, Stam, Antonie

“…This article introduces BestClass, a set of SAS macros, available in the mainframe and workstation environment, designed for solving two-group classification…”
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A novel algorithm for simultaneous SNP selection in high-dimensional genome-wide association studies by Zuber, Verena, Silva, A. Pedro Duarte, Strimmer, Korbinian

“…BMC Bioinformatics 2012, Vol. 13, 284 Background: Identification of causal SNPs in most genome wide association studies relies on approaches that consider each…”
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Stochastic Judgments in the AHP: The Measurement of Rank Reversal Probabilities by Stam, Antonie, Silva, A. Pedro Duarte

“…ABSTRACT This paper presents a methodology for analyzing Analytic Hierarchy Process (AHP) rankings if the pairwise preference judgments are uncertain…”
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Factor Analysis of Interval Data by Cheira, Paula, Brito, Paula, Silva, A. Pedro Duarte

“…This paper presents a factor analysis model for symbolic data, focusing on the particular case of interval-valued variables. The proposed method describes the…”
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Stochastic judgements in the AHP: The measurement of rank reversal probabilities by Stam, Antonie, A Pedro Duarte Silva

“…A paper presents a methodology for analyzing Analytic Hierarchy Process (AHP) rankings if the pairwise preference judgments are uncertain (stochastic). If the…”
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