Class-adapted image compression using independent component analysis. - Artur J. Ferreira; Mário A. T. Figueiredo (ICIP (1), 2003)

Image compression using orthogonalized independent components bases. - Artur J. Ferreira; Mário A. T. Figueiredo (NNSP, 2003)

Hybrid generative/discriminative training of radial basis function networks. - Artur J. Ferreira; Mário A. T. Figueiredo (ESANN, 2006)

On the use of independent component analysis for image compression. - Artur J. Ferreira; Mário A. T. Figueiredo (Signal Process. Image Commun., 2006)

On the Suitability of Suffix Arrays for Lempel-Ziv Data Compression. - Artur J. Ferreira; Arlindo L. Oliveira; Mário A. T. Figueiredo (ICETE (Selected Papers), 2008)

Suffix Arrays - A Competitive Choice for Fast Lempel-Ziv Compressions. - Artur J. Ferreira; Arlindo L. Oliveira; Mário A. T. Figueiredo (SIGMAP, 2008)

Modifications and Improvements on Iris Recognition. - Artur J. Ferreira; André Lourenço; Bárbara Pinto; Jorge Tendeiro (BIOSIGNALS, 2009)

Tuning Iris Recognition for Noisy Images. - Artur J. Ferreira; André Lourenço; Bárbara Pinto; Jorge Tendeiro (BIOSTEC (Selected Papers), 2009)

On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression. - Artur J. Ferreira; Arlindo L. Oliveira; Mário A. T. Figueiredo (DCC, 2009)

Time and Memory Efficient Lempel-Ziv Compression Using Suffix Arrays - Artur J. Ferreira; Arlindo L. Oliveira; Mário A. T. Figueiredo (CoRR, 2009)

Feature Transformation and Reduction for Text Classification. - Artur J. Ferreira; Mário A. T. Figueiredo (PRIS, 2010)

Sliding Window Update Using Suffix Arrays. - Artur J. Ferreira; Arlindo L. Oliveira; Mário A. T. Figueiredo (DCC, 2011)

Unsupervised feature selection for sparse data. - Artur J. Ferreira; Mário A. T. Figueiredo (ESANN, 2011)

Efficient unsupervised feature selection for sparse data. - Artur J. Ferreira; Mário A. T. Figueiredo (EUROCON, 2011)

Unsupervised Joint Feature Discretization and Selection. - Artur J. Ferreira; Mário A. T. Figueiredo (IbPRIA, 2011)

Feature Discretization and Selection in Microarray Data. - Artur J. Ferreira; Mário A. T. Figueiredo (KDIR, 2011)

Automatic Foldering of Email Messages: A Combination Approach. - Tony Tam; Artur J. Ferreira; André Lourenço (ECIR, 2012)

A Dynamic Wrapper Method for Feature Discretization and Selection. - Artur J. Ferreira; Mário A. T. Figueiredo (ICPRAM (1), 2012)

Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters. - André Valério Carreiro; Artur J. Ferreira; Mário A. T. Figueiredo; Sara C. Madeira (PACBB, 2012)

Towards a Classification Approach using Meta-Biclustering: Impact of Discretization in the Analysis of Expression Time Series. - André Valério Carreiro; Artur J. Ferreira; Mário A. T. Figueiredo; Sara Cordeiro Madeira (J. Integr. Bioinform., 2012)

An unsupervised approach to feature discretization and selection. - Artur J. Ferreira; Mário A. T. Figueiredo (Pattern Recognit., 2012)

Efficient feature selection filters for high-dimensional data. - Artur J. Ferreira; Mário A. T. Figueiredo (Pattern Recognit. Lett., 2012)

An Incremental Bit Allocation Strategy for Supervised Feature Discretization. - Artur J. Ferreira; Mário A. T. Figueiredo (IbPRIA, 2013)

Relevance and Mutual Information-based Feature Discretization. - Artur J. Ferreira; Mário A. T. Figueiredo (ICPRAM, 2013)

Feature Discretization with Relevance and Mutual Information Criteria. - Artur J. Ferreira; Mário A. T. Figueiredo (ICPRAM (Selected Papers), 2013)

Enhancing multimodal silent speech interfaces with feature selection. - João Freitas; Artur J. Ferreira; Mário A. T. Figueiredo; António J. S. Teixeira; Miguel Sales Dias (INTERSPEECH, 2014)

Incremental filter and wrapper approaches for feature discretization. - Artur J. Ferreira; Mário A. T. Figueiredo (Neurocomputing, 2014)

Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data. - Artur J. Ferreira; Mário A. T. Figueiredo (IbPRIA, 2015)

On the Improvement of Feature Selection Techniques: The Fitness Filter. - Artur J. Ferreira; Mário A. T. Figueiredo (ICPRAM, 2021)

A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques. - Adara S. R. Nogueira; Artur J. Ferreira; Mário A. T. Figueiredo (ICPRAM, 2022)

Union k-Fold Feature Selection on Microarray Data. - Artur J. Ferreira; Mário A. T. Figueiredo (DATA, 2023)

Building a Dataset for Trip Style Assessment Based on Real Trip Data. - Luís M. P. Loureiro; Artur J. Ferreira; André Ribeiro Lourenço (DATA, 2023)

Estimating Electric Vehicle Driving Range with Machine Learning. - David Albuquerque; Artur Ferreira 001; David Coutinho (ICPRAM, 2023)

Leveraging Explainability with K-Fold Feature Selection. - Artur J. Ferreira; Mário A. T. Figueiredo (ICPRAM, 2023)

Prediction of Alzheimer Disease on the DARWIN Dataset with Dimensionality Reduction and Explainability Techniques. - Alexandre Moreira; Artur Ferreira 001; Nuno Leite (EXPLAINS, 2024)

A Mutual Information Based Discretization-Selection Technique. - Artur J. Ferreira; Mário A. T. Figueiredo (ICPRAM, 2024)

Explainable Machine Learning for Malware Detection on Android Applications. - Catarina Palma; Artur J. Ferreira; Mário A. T. Figueiredo (Inf., 2024)

Assessing Dimensionality Reduction on Driving Range Estimation. - João Valido; David Albuquerque; Artur Ferreira 001; David Coutinho (IbPRIA, 2025)

Union and Intersection K-Fold Feature Selection. - Artur J. Ferreira; Mário A. T. Figueiredo (ICPRAM, 2025)