A mixed integer programming algorithm for minimizing the training sample misclassification cost in two-group classification. - António Pedro Duarte Silva; Antonie Stam (Ann. Oper. Res., 1997)

Discarding Variables in a Principal Component Analysis: Algorithms for All-Subsets Comparisons. - António Pedro Duarte Silva (Comput. Stat., 2002)

On multiplicative priority rating methods for the AHP. - Antonie Stam; António Pedro Duarte Silva (Eur. J. Oper. Res., 2003)

Linear discriminant analysis for interval data. - António Pedro Duarte Silva; Paula Brito (Comput. Stat., 2006)

Two-group classification with high-dimensional correlated data: A factor model approach. - António Pedro Duarte Silva (Comput. Stat. Data Anal., 2011)

Discriminant Analysis of Interval Data: An Assessment of Parametric and Distance-Based Approaches. - António Pedro Duarte Silva; Paula Brito (J. Classif., 2015)

Probabilistic clustering of interval data. - Paula Brito; António Pedro Duarte Silva; José G. Dias (Intell. Data Anal., 2015)

Optimization approaches to Supervised Classification. - António Pedro Duarte Silva (Eur. J. Oper. Res., 2017)

Outlier detection in interval data. - António Pedro Duarte Silva; Peter Filzmoser; Paula Brito (Adv. Data Anal. Classif., 2018)

MAINT.Data: Modelling and Analysing Interval Data in R. - António Pedro Duarte Silva; Paula Brito; Peter Filzmoser; José G. Dias (R J., 2021)

Modern optimization approaches to classification - Special issue editorial. - António Pedro Duarte Silva; Laura Palagi; Veronica Piccialli (EURO J. Comput. Optim., 2024)

Probabilistic Vector Machines. - António Pedro Duarte Silva (Comput. Oper. Res., 2025)