| 2026 | ICCSA | Email Scanner - A Machine Learning Approach to Staffing/Non-Staffing Automatic Classification. | Sandra M. Aleixo, Ctia Lente Dias, Artur J. Ferreira, Mariana Lopes, Ins Prazeres, Ana Silveira |
| 2025 | DATA | Bitcoin Fraud Detection: A Study with Dimensionality Reduction and Machine Learning Techniques. | Nuno Gomes, Artur J. Ferreira |
| 2025 | IJCCI | Assessing Driving Style with a Two-Stage Clustering Approach. | Duarte Valente, Lus M. P. Loureiro, Artur J. Ferreira, Andr Loureno |
| 2025 | ICPRAM | Union and Intersection K-Fold Feature Selection. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2024 | ICPRAM | A Mutual Information Based Discretization-Selection Technique. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2023 | DATA | Union k-Fold Feature Selection on Microarray Data. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2023 | DATA | Building a Dataset for Trip Style Assessment Based on Real Trip Data. | Lus M. P. Loureiro, Artur J. Ferreira, Andr Ribeiro Loureno |
| 2023 | ICPRAM | Leveraging Explainability with K-Fold Feature Selection. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2022 | ICPRAM | A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques. | Adara S. R. Nogueira, Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2021 | ICPRAM | On the Improvement of Feature Selection Techniques: The Fitness Filter. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2015 | IBPRIA | Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2014 | Interspeech | Enhancing multimodal silent speech interfaces with feature selection. | Joo Freitas, Artur J. Ferreira, Mrio A. T. Figueiredo, Antnio J. S. Teixeira, Miguel Sales Dias |
| 2013 | IBPRIA | An Incremental Bit Allocation Strategy for Supervised Feature Discretization. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2013 | ICPRAM | Relevance and Mutual Information-based Feature Discretization. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2013 | ICPRAM | Feature Discretization with Relevance and Mutual Information Criteria. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2012 | ECIR | Automatic Foldering of Email Messages: A Combination Approach. | Tony Tam, Artur J. Ferreira, Andr Loureno |
| 2012 | ICPRAM | A Dynamic Wrapper Method for Feature Discretization and Selection. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2012 | PACBB | Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters. | Andr Valrio Carreiro, Artur J. Ferreira, Mrio A. T. Figueiredo, Sara C. Madeira |
| 2011 | DCC | Sliding Window Update Using Suffix Arrays. | Artur J. Ferreira, Arlindo L. Oliveira, Mrio A. T. Figueiredo |
| 2011 | ESANN | Unsupervised feature selection for sparse data. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2011 | IBPRIA | Unsupervised Joint Feature Discretization and Selection. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2011 | IC3K | Feature Discretization and Selection in Microarray Data. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2009 | DCC | On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression. | Artur J. Ferreira, Arlindo L. Oliveira, Mrio A. T. Figueiredo |
| 2006 | ESANN | Hybrid generative/discriminative training of radial basis function networks. | Artur J. Ferreira, Mrio A. T. Figueiredo |
| 2003 | ICIP | Class-adapted image compression using independent component analysis. | Artur J. Ferreira, Mrio A. T. Figueiredo |