Artur J. Ferreira

39 papers A 2B 4C 9Misc 4Journal 8Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
Assessing Driving Style with a Two-Stage Clustering Approach.
IJCCI (3)
Duarte Valente, Luís M. P. Loureiro, Artur J. Ferreira, André Lourenço
2025 C conf
Bitcoin Fraud Detection: A Study with Dimensionality Reduction and Machine Learning Techniques.
DATA
Nuno Gomes, Artur J. Ferreira
2025 C conf
Union and Intersection K-Fold Feature Selection.
ICPRAM
Artur J. Ferreira, Mário A. T. Figueiredo
2024 C conf
A Mutual Information Based Discretization-Selection Technique.
ICPRAM
Artur J. Ferreira, Mário A. T. Figueiredo
2024 J jnl
Explainable Machine Learning for Malware Detection on Android Applications.
Inf.
Catarina Palma, Artur J. Ferreira, Mário A. T. Figueiredo
2023 C conf
Building a Dataset for Trip Style Assessment Based on Real Trip Data.
DATA
Luís M. P. Loureiro, Artur J. Ferreira, André Ribeiro Lourenço
2023 C conf
Leveraging Explainability with K-Fold Feature Selection.
ICPRAM
Artur J. Ferreira, Mário A. T. Figueiredo
2023 C conf
Union k-Fold Feature Selection on Microarray Data.
DATA
Artur J. Ferreira, Mário A. T. Figueiredo
2022 C conf
A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques.
ICPRAM
Adara S. R. Nogueira, Artur J. Ferreira, Mário A. T. Figueiredo
2021 C conf
On the Improvement of Feature Selection Techniques: The Fitness Filter.
ICPRAM
Artur J. Ferreira, Mário A. T. Figueiredo
2015 Misc conf
Exploiting the Bin-Class Histograms for Feature Selection on Discrete Data.
IbPRIA
Artur J. Ferreira, Mário A. T. Figueiredo
2014 A conf
Enhancing multimodal silent speech interfaces with feature selection.
INTERSPEECH
João Freitas, Artur J. Ferreira, Mário A. T. Figueiredo, António J. S. Teixeira, Miguel Sales Dias
2014 J jnl
Incremental filter and wrapper approaches for feature discretization.
Neurocomputing
Artur J. Ferreira, Mário A. T. Figueiredo
2013 Misc conf
An Incremental Bit Allocation Strategy for Supervised Feature Discretization.
IbPRIA
Artur J. Ferreira, Mário A. T. Figueiredo
2013 — conf
Feature Discretization with Relevance and Mutual Information Criteria.
ICPRAM (Selected Papers)
Artur J. Ferreira, Mário A. T. Figueiredo
2013 C conf
Relevance and Mutual Information-based Feature Discretization.
ICPRAM
Artur J. Ferreira, Mário A. T. Figueiredo
2012 — conf
A Dynamic Wrapper Method for Feature Discretization and Selection.
ICPRAM (1)
Artur J. Ferreira, Mário A. T. Figueiredo
2012 J jnl
An unsupervised approach to feature discretization and selection.
Pattern Recognit.
Artur J. Ferreira, Mário A. T. Figueiredo
2012 A conf
Automatic Foldering of Email Messages: A Combination Approach.
ECIR
Tony Tam, Artur J. Ferreira, André Lourenço
2012 J jnl
Efficient feature selection filters for high-dimensional data.
Pattern Recognit. Lett.
Artur J. Ferreira, Mário A. T. Figueiredo
2012 Misc conf
Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters.
PACBB
André Valério Carreiro, Artur J. Ferreira, Mário A. T. Figueiredo, Sara C. Madeira
2012 J jnl
Towards a Classification Approach using Meta-Biclustering: Impact of Discretization in the Analysis of Expression Time Series.
J. Integr. Bioinform.
André Valério Carreiro, Artur J. Ferreira, Mário A. T. Figueiredo, Sara Cordeiro Madeira
2011 — conf
Efficient unsupervised feature selection for sparse data.
EUROCON
Artur J. Ferreira, Mário A. T. Figueiredo
2011 — conf
Feature Discretization and Selection in Microarray Data.
KDIR
Artur J. Ferreira, Mário A. T. Figueiredo
2011 B conf
Sliding Window Update Using Suffix Arrays.
DCC
Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2011 Misc conf
Unsupervised Joint Feature Discretization and Selection.
IbPRIA
Artur J. Ferreira, Mário A. T. Figueiredo
2011 B conf
Unsupervised feature selection for sparse data.
ESANN
Artur J. Ferreira, Mário A. T. Figueiredo
2010 — conf
Feature Transformation and Reduction for Text Classification.
PRIS
Artur J. Ferreira, Mário A. T. Figueiredo
2009 — conf
Modifications and Improvements on Iris Recognition.
BIOSIGNALS
Artur J. Ferreira, André Lourenço, Bárbara Pinto, Jorge Tendeiro
2009 J jnl
On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression
CoRR
Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2009 B conf
On the Use of Suffix Arrays for Memory-Efficient Lempel-Ziv Data Compression.
DCC
Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2009 J jnl
Time and Memory Efficient Lempel-Ziv Compression Using Suffix Arrays
CoRR
Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2009 — conf
Tuning Iris Recognition for Noisy Images.
BIOSTEC (Selected Papers)
Artur J. Ferreira, André Lourenço, Bárbara Pinto, Jorge Tendeiro
2008 — conf
On the Suitability of Suffix Arrays for Lempel-Ziv Data Compression.
ICETE (Selected Papers)
Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2008 — conf
Suffix Arrays - A Competitive Choice for Fast Lempel-Ziv Compressions.
SIGMAP
Artur J. Ferreira, Arlindo L. Oliveira, Mário A. T. Figueiredo
2006 B conf
Hybrid generative/discriminative training of radial basis function networks.
ESANN
Artur J. Ferreira, Mário A. T. Figueiredo
2006 J jnl
On the use of independent component analysis for image compression.
Signal Process. Image Commun.
Artur J. Ferreira, Mário A. T. Figueiredo
2003 — conf
Class-adapted image compression using independent component analysis.
ICIP (1)
Artur J. Ferreira, Mário A. T. Figueiredo
2003 — conf
Image compression using orthogonalized independent components bases.
NNSP
Artur J. Ferreira, Mário A. T. Figueiredo