Boosting algorithms: A review of methods, theory, and applications AJ Ferreira, MAT Figueiredo Ensemble machine learning: Methods and applications, 35-85, 2012 | 261 | 2012 |
Efficient feature selection filters for high-dimensional data AJ Ferreira, MAT Figueiredo Pattern recognition letters 33 (13), 1794-1804, 2012 | 244 | 2012 |
An unsupervised approach to feature discretization and selection AJ Ferreira, MAT Figueiredo Pattern Recognition 45 (9), 3048-3060, 2012 | 155 | 2012 |
GuideMe–A tourist guide with a recommender system and social interaction A Umanets, A Ferreira, N Leite Procedia Technology 17, 407-414, 2014 | 100 | 2014 |
On the use of independent component analysis for image compression AJ Ferreira, MAT Figueiredo Signal Processing: Image Communication 21 (5), 378-389, 2006 | 36 | 2006 |
Class-adapted image compression using independent component analysis AJ Ferreira, MAT Figueiredo Proceedings 2003 International Conference on Image Processing (Cat. No …, 2003 | 36 | 2003 |
Incremental filter and wrapper approaches for feature discretization AJ Ferreira, MAT Figueiredo Neurocomputing 123, 60-74, 2014 | 34 | 2014 |
Characterization of combustion chemiluminescence: an image processing approach T Trindade, A Ferreira, E Fernandes Procedia Technology 17, 194-201, 2014 | 32 | 2014 |
Survey on boosting algorithms for supervised and semi-supervised learning A Ferreira Institute of telecommunications, 2007 | 28 | 2007 |
Enhancing multimodal silent speech interfaces with feature selection J Freitas, A Teixeira, J Dias, A Ferreira, M Figueiredo 15th Annual Conference of the International Speech Communication Association …, 2014 | 25 | 2014 |
Automatic foldering of email messages: a combination approach T Tam, A Ferreira, A Lourenço Advances in Information Retrieval: 34th European Conference on IR Research …, 2012 | 14 | 2012 |
On the use of suffix arrays for memory-efficient Lempel-Ziv data compression A Ferreira, A Oliveira, M Figueiredo 2009 Data Compression Conference, 444-444, 2009 | 13 | 2009 |
Efficient unsupervised feature selection for sparse data A Ferreira, M Figueiredo 2011 IEEE EUROCON-International Conference on Computer as a Tool, 1-4, 2011 | 12 | 2011 |
Unsupervised joint feature discretization and selection A Ferreira, M Figueiredo Pattern Recognition and Image Analysis: 5th Iberian Conference, IbPRIA 2011 …, 2011 | 11 | 2011 |
Feature discretization with relevance and mutual information criteria AJ Ferreira, MAT Figueiredo Pattern Recognition Applications and Methods: International Conference …, 2015 | 10 | 2015 |
Image compression using orthogonalized independent components bases AJ Ferreira, MAT Figueiredo 2003 IEEE XIII Workshop on Neural Networks for Signal Processing (IEEE Cat …, 2003 | 9 | 2003 |
On the suitability of suffix arrays for Lempel-Ziv data compression AJ Ferreira, AL Oliveira, MAT Figueiredo e-Business and Telecommunications: International Conference, ICETE 2008 …, 2009 | 6 | 2009 |
Towards a classification approach using meta-biclustering: impact of discretization in the analysis of expression time series AV Carreiro, AJ Ferreira, MAT Figueiredo, SC Madeira Journal of Integrative Bioinformatics 9 (3), 105-120, 2012 | 5 | 2012 |
Sliding window update using suffix arrays A Ferreira, A Oliveira, M Figueiredo 2011 Data Compression Conference (DCC), 456-456, 2011 | 4 | 2011 |
Feature transformation and reduction for text classification AJ Ferreira, M Figueiredo International Workshop on Pattern Recognition in Information Systems 2, 72-81, 2010 | 4 | 2010 |