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 INTERSPEECH 2014, 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]