Artur J. Ferreira

Inf., 2024

A Mutual Information Based Discretization-Selection Technique.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

2023

Leveraging Explainability with K-Fold Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023

Building a Dataset for Trip Style Assessment Based on Real Trip Data.

[BibT_eX]

[DOI]

Luís M. P. Loureiro

André Ribeiro Lourenço

Proceedings of the 12th International Conference on Data Science, 2023

Union k-Fold Feature Selection on Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Data Science, 2023

2022

A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques.

[BibT_eX]

[DOI]

Adara S. R. Nogueira

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

2021

On the Improvement of Feature Selection Techniques: The Fitness Filter.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021

2015

Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014

Incremental filter and wrapper approaches for feature discretization.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Enhancing multimodal silent speech interfaces with feature selection.

[BibT_eX]

[DOI]

João Freitas

António J. S. Teixeira

Miguel Sales Dias

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

Feature Discretization with Relevance and Mutual Information Criteria.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

Relevance and Mutual Information-based Feature Discretization.

[BibT_eX]

Proceedings of the ICPRAM 2013, 2013

An Incremental Bit Allocation Strategy for Supervised Feature Discretization.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012

Efficient feature selection filters for high-dimensional data.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

An unsupervised approach to feature discretization and selection.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Towards a Classification Approach using Meta-Biclustering: Impact of Discretization in the Analysis of Expression Time Series.

[BibT_eX]

[DOI]

André Valério Carreiro

Sara Cordeiro Madeira

J. Integr. Bioinform., 2012

Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters.

[BibT_eX]

[DOI]

André Valério Carreiro

Sara C. Madeira

Proceedings of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2012

A Dynamic Wrapper Method for Feature Discretization and Selection.

[BibT_eX]

Proceedings of the ICPRAM 2012, 2012

Automatic Foldering of Email Messages: A Combination Approach.

[BibT_eX]

[DOI]

Tony Tam

André Lourenço

Proceedings of the Advances in Information Retrieval, 2012

2011

Feature Discretization and Selection in Microarray Data.

[BibT_eX]

Proceedings of the KDIR 2011, 2011

Unsupervised Joint Feature Discretization and Selection.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Efficient unsupervised feature selection for sparse data.

[BibT_eX]

[DOI]

Proceedings of EUROCON 2011, 2011

Unsupervised feature selection for sparse data.

[BibT_eX]

[DOI]

Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

Sliding Window Update Using Suffix Arrays.

[BibT_eX]

[DOI]

Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

2010

Feature Transformation and Reduction for Text Classification.

[BibT_eX]

Proceedings of the Pattern Recognition in Information Systems, 2010

2009

Time and Memory Efficient Lempel-Ziv Compression Using Suffix Arrays

[BibT_eX]

[DOI]

CoRR, 2009

On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression.

[BibT_eX]

[DOI]

Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009

Tuning Iris Recognition for Noisy Images.

[BibT_eX]

[DOI]

Proceedings of the Biomedical Engineering Systems and Technologies, 2009

Modifications and Improvements on Iris Recognition.

[BibT_eX]

Proceedings of the BIOSIGNALS 2009, 2009

2008

Suffix Arrays - A Competitive Choice for Fast Lempel-Ziv Compressions.

[BibT_eX]

Proceedings of the SIGMAP 2008, 2008

On the Suitability of Suffix Arrays for Lempel-Ziv Data Compression.

[BibT_eX]

[DOI]

Proceedings of the e-Business and Telecommunications - International Conference, 2008

2006

On the use of independent component analysis for image compression.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2006

Hybrid generative/discriminative training of radial basis function networks.

[BibT_eX]

[DOI]

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2003

Image compression using orthogonalized independent components bases.

[BibT_eX]

[DOI]

Proceedings of the NNSP 2003, 2003

Class-adapted image compression using independent component analysis.

[BibT_eX]

[DOI]