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Journal Articles
- 2024
[j6]Catarina Palma
, Artur J. Ferreira, Mário A. T. Figueiredo:
Explainable Machine Learning for Malware Detection on Android Applications. Inf. 15(1): 25 (2024)- 2014
- [j5]Artur J. Ferreira, Mário A. T. Figueiredo:
Incremental filter and wrapper approaches for feature discretization. Neurocomputing 123: 60-74 (2014) - 2012
- [j4]André Valério Carreiro, Artur J. Ferreira, Mário A. T. Figueiredo, Sara Cordeiro Madeira:
Towards a Classification Approach using Meta-Biclustering: Impact of Discretization in the Analysis of Expression Time Series. J. Integr. Bioinform. 9(3) (2012) - [j3]Artur J. Ferreira, Mário A. T. Figueiredo:
An unsupervised approach to feature discretization and selection. Pattern Recognit. 45(9): 3048-3060 (2012) - [j2]Artur J. Ferreira, Mário A. T. Figueiredo:
Efficient feature selection filters for high-dimensional data. Pattern Recognit. Lett. 33(13): 1794-1804 (2012) - 2006
- [j1]Artur J. Ferreira, Mário A. T. Figueiredo:
On the use of independent component analysis for image compression. Signal Process. Image Commun. 21(5): 378-389 (2006)
Conference and Workshop Papers
- 2024
- [c28]Artur J. Ferreira, Mário A. T. Figueiredo:
A Mutual Information Based Discretization-Selection Technique. ICPRAM 2024: 436-443 - 2023
- [c27]Luís M. P. Loureiro, Artur J. Ferreira, André Ribeiro Lourenço:
Building a Dataset for Trip Style Assessment Based on Real Trip Data. DATA 2023: 287-294 - [c26]Artur J. Ferreira, Mário A. T. Figueiredo:
Union k-Fold Feature Selection on Microarray Data. DATA 2023: 540-547 - [c25]Artur J. Ferreira, Mário A. T. Figueiredo:
Leveraging Explainability with K-Fold Feature Selection. ICPRAM 2023: 458-465 - 2022
- [c24]Adara S. R. Nogueira, Artur J. Ferreira, Mário A. T. Figueiredo:
A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques. ICPRAM 2022: 362-369 - 2021
- [c23]Artur J. Ferreira, Mário A. T. Figueiredo:
On the Improvement of Feature Selection Techniques: The Fitness Filter. ICPRAM 2021: 365-372 - 2015
- [c22]Artur J. Ferreira, Mário A. T. Figueiredo:
Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data. IbPRIA 2015: 345-353 - 2014
- [c21]João Freitas, Artur J. Ferreira, Mário A. T. Figueiredo, António J. S. Teixeira, Miguel Sales Dias:
Enhancing multimodal silent speech interfaces with feature selection. INTERSPEECH 2014: 1169-1173 - 2013
- [c20]Artur J. Ferreira, Mário A. T. Figueiredo:
An Incremental Bit Allocation Strategy for Supervised Feature Discretization. IbPRIA 2013: 526-534 - [c19]Artur J. Ferreira, Mário A. T. Figueiredo:
Relevance and Mutual Information-based Feature Discretization. ICPRAM 2013: 68-77 - [c18]Artur J. Ferreira, Mário A. T. Figueiredo:
Feature Discretization with Relevance and Mutual Information Criteria. ICPRAM (Selected Papers) 2013: 101-118 - 2012
- [c17]Tony Tam, Artur J. Ferreira, André Lourenço:
Automatic Foldering of Email Messages: A Combination Approach. ECIR 2012: 232-243 - [c16]Artur J. Ferreira, Mário A. T. Figueiredo:
A Dynamic Wrapper Method for Feature Discretization and Selection. ICPRAM (1) 2012: 103-112 - [c15]André Valério Carreiro, Artur J. Ferreira, Mário A. T. Figueiredo, Sara C. Madeira:
Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters. PACBB 2012: 11-20 - 2011
- [c14]Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo:
Sliding Window Update Using Suffix Arrays. DCC 2011: 456 - [c13]Artur J. Ferreira, Mário A. T. Figueiredo:
Unsupervised feature selection for sparse data. ESANN 2011 - [c12]Artur J. Ferreira, Mário A. T. Figueiredo:
Efficient unsupervised feature selection for sparse data. EUROCON 2011: 1-4 - [c11]Artur J. Ferreira, Mário A. T. Figueiredo:
Unsupervised Joint Feature Discretization and Selection. IbPRIA 2011: 200-207 - [c10]Artur J. Ferreira, Mário A. T. Figueiredo:
Feature Discretization and Selection in Microarray Data. KDIR 2011: 465-469 - 2010
- [c9]Artur J. Ferreira, Mário A. T. Figueiredo:
Feature Transformation and Reduction for Text Classification. PRIS 2010: 72-81 - 2009
- [c8]Artur J. Ferreira, André Lourenço, Bárbara Pinto, Jorge Tendeiro:
Modifications and Improvements on Iris Recognition. BIOSIGNALS 2009: 72-79 - [c7]Artur J. Ferreira, André Lourenço, Bárbara Pinto, Jorge Tendeiro:
Tuning Iris Recognition for Noisy Images. BIOSTEC (Selected Papers) 2009: 211-224 - [c6]Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo:
On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression. DCC 2009: 444 - 2008
- [c5]Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo:
On the Suitability of Suffix Arrays for Lempel-Ziv Data Compression. ICETE (Selected Papers) 2008: 267-280 - [c4]Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo:
Suffix Arrays - A Competitive Choice for Fast Lempel-Ziv Compressions. SIGMAP 2008: 5-12 - 2006
- [c3]Artur J. Ferreira, Mário A. T. Figueiredo:
Hybrid generative/discriminative training of radial basis function networks. ESANN 2006: 599-604 - 2003
- [c2]Artur J. Ferreira, Mário A. T. Figueiredo:
Class-adapted image compression using independent component analysis. ICIP (1) 2003: 625-628 - [c1]Artur J. Ferreira, Mário A. T. Figueiredo:
Image compression using orthogonalized independent components bases. NNSP 2003: 689-698
Informal and Other Publications
- 2009
- [i2]Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo:
On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression. CoRR abs/0903.4251 (2009) - [i1]Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo:
Time and Memory Efficient Lempel-Ziv Compression Using Suffix Arrays. CoRR abs/0912.5449 (2009)
Coauthor Index
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