Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction. - Armando Vieira; Pedro Ángel Castillo Valdivieso; Juan Julián Merelo Guervós (IWANN (2), 2003)

A training algorithm for classification of high-dimensional data. - Armando Vieira; Nuno Pessoa Barradas (Neurocomputing, 2003)

A Hybrid Multi-Objective Evolutionary Algorithm Using an Inverse Neural Network. - António Gaspar-Cunha; Armando Vieira (Hybrid Metaheuristics, 2004)

Arquitectura Empresarial e Sistemas de Gestão da Qualidade. - Armando Vieira; Lúcia Costa; Pedro Amaro; Luís Amorim; Paulo Nunes; Margarida Pina (QUATIC, 2004)

An Iterative Artificial Neural Network for High Dimensional Data Analysis. - Armando Vieira (ICANN (2), 2005)

Protein Loop Classification Using Artificial Neural Networks. - Armando Vieira; Baldomero Oliva (BSB, 2005)

A Multi-Objective Evolutionary Algorithm Using Neural Networks to Approximate Fitness Evaluations. - António Gaspar-Cunha; Armando Vieira (Int. J. Comput. Syst. Signals, 2005)

Sparse Bayesian Models: Bankruptcy-Predictors of Choice? - Bernardete Ribeiro; Armando Vieira; João Carvalho das Neves (IJCNN, 2006)

Supervised Isomap with Dissimilarity Measures in Embedding Learning. - Bernardete Ribeiro; Armando Vieira; João Carvalho das Neves (CIARP, 2008)

Learning Manifolds for Bankruptcy Analysis. - Bernardete Ribeiro; Armando Vieira; João M. M. Duarte; Catarina Silva 001; João Carvalho das Neves; Qingzhong Liu; Andrew H. Sung (ICONIP (1), 2008)

Improving Personal Credit Scoring with HLVQ-C. - Armando Vieira; João M. M. Duarte; Bernardete Ribeiro; João Carvalho das Neves (ICONIP (2), 2008)

Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction. - Ning Chen 003; Armando Vieira; João M. M. Duarte; Bernardete Ribeiro; João Carvalho das Neves (EPIA, 2009)

Bankruptcy Prediction based on Independent Component Analysis. - Ning Chen 003; Armando Vieira (ICAART, 2009)

Extracting Discriminative Features Using Non-negative Matrix Factorization in Financial Distress Data. - Bernardete Ribeiro; Catarina Silva 001; Armando Vieira; João Carvalho das Neves (ICANNGA, 2009)

Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms. - Armando Vieira; João M. M. Duarte; Bernardete Ribeiro; João Carvalho das Neves (ICANNGA, 2009)

Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach. - Fernando Mendes; João M. M. Duarte; Armando Vieira; António Gaspar-Cunha (WSC, 2009)

Weighted Learning Vector Quantization to Cost-Sensitive Learning. - Ning Chen 003; Bernardete Ribeiro; Armando Vieira; João M. M. Duarte; João Carvalho das Neves (ICANN (3), 2010)

Financial distress model prediction using SVM+. - Bernardete Ribeiro; Catarina Silva 001; Armando Vieira; António Gaspar-Cunha; João Carvalho das Neves (IJCNN, 2010)

Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction. - António Gaspar-Cunha; Fernando Mendes; João M. M. Duarte; Armando Vieira; Bernardete Ribeiro; André Ribeiro; João Carvalho das Neves (SEAL, 2010)

Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach. - António Gaspar-Cunha; Fernando Mendes; João M. M. Duarte; Armando Vieira; Bernardete Ribeiro; André Ribeiro; João Carvalho das Neves (Int. J. Nat. Comput. Res., 2010)

Bankruptcy Trajectory Analysis on French Companies Using Self-Organizing Map. - Ning Chen 003; Bernardete Ribeiro; Armando Vieira (EPIA, 2011)

A genetic algorithm-based approach to cost-sensitive bankruptcy prediction. - Ning Chen 003; Bernardete Ribeiro; Armando Vieira; João M. M. Duarte; João Carvalho das Neves (Expert Syst. Appl., 2011)

A stable credit rating model based on learning vector quantization. - Ning Chen 003; Armando Vieira; Bernardete Ribeiro; João M. M. Duarte; João Carvalho das Neves (Intell. Data Anal., 2011)

Credit Scoring for SME Using a Manifold Supervised Learning Algorithm. - Armando Vieira; Bernardete Ribeiro; Ning Chen 003 (IDEAL, 2012)

Enhanced default risk models with SVM+. - Bernardete Ribeiro; Catarina Silva 001; Ning Chen 003; Armando Vieira; João Carvalho das Neves (Expert Syst. Appl., 2012)

Clustering and visualization of bankruptcy trajectory using self-organizing map. - Ning Chen 003; Bernardete Ribeiro; Armando Vieira; An Chen (Expert Syst. Appl., 2013)

Predicting online user behaviour using deep learning algorithms. - Armando Vieira (CoRR, 2015)

Knowledge Representation in Graphs using Convolutional Neural Networks. - Armando Vieira (CoRR, 2016)