ProfileOfResearchers

TITLE: Probabilistic consensus clustering using evidence accumulation Full Text
AUTHORS: Andre Lourenco; Samuel Rota Bulo; Nicola Rebagliati; Ana L N Fred ; Mario A T Figueiredo ; Marcello Pelillo;
PUBLISHED: 2015, SOURCE: MACHINE LEARNING, VOLUME: 98, ISSUE: 1-2

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TITLE: Single-frame image denoising and inpainting using Gaussian mixtures
AUTHORS: Teodoro, AMAM; Almeida, MSC; Figueiredo, MAT ;
PUBLISHED: 2015, SOURCE: 4th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2015 in ICPRAM 2015 - 4th International Conference on Pattern Recognition Applications and Methods, Proceedings, VOLUME: 2

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TITLE: Text Classification Using Compression-Based Dissimilarity Measures
AUTHORS: David Pereira Coutinho; Mario A T Figueiredo ;
PUBLISHED: 2015, SOURCE: INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, VOLUME: 29, ISSUE: 5

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TITLE: A MAP Approach to Evidence Accumulation Clustering
AUTHORS: André Lourenço; Samuel Rota Bulò; Nicola Rebagliati; Ana Fred ; Mário Figueiredo ; Marcello Pelillo;
PUBLISHED: 2014, SOURCE: Advances in Intelligent Systems and Computing - Pattern Recognition Applications and Methods

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TITLE: COLOR IDENTIFICATION IN DERMOSCOPY IMAGES USING GAUSSIAN MIXTURE MODELS
AUTHORS: Catarina Barata; Mario A T Figueiredo ; Emre Celebi, ME; Jorge S Marques ;
PUBLISHED: 2014, SOURCE: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) in 2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)

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TITLE: Decreasing weighted sorted ell1 regularization Full Text
AUTHORS: Zeng, X; Figueiredo, MAT ;
PUBLISHED: 2014, SOURCE: IEEE Signal Processing Letters, VOLUME: 21, ISSUE: 10

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TITLE: Enhancing Multimodal Silent Speech Interfaces with Feature Selection
AUTHORS: Freitas, J; Ferreira, A; Figueiredo, M ; Teixeira, A ; Dias, MS;
PUBLISHED: 2014, SOURCE: 15th Annual Conference of the International-Speech-Communication-Association (INTERSPEECH 2014) in 15TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2014), VOLS 1-4

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TITLE: Generative embeddings based on Rician mixtures for kernel-based classification of magnetic resonance images Full Text
AUTHORS: Carli, AC; Figueiredo, MAT ; Bicego, M; Murino, V;
PUBLISHED: 2014, SOURCE: 1st International Conference on Pattern Recognition - Applications and Methods (ICPRAM) in NEUROCOMPUTING, VOLUME: 123

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TITLE: GROUP-SPARSE MATRIX RECOVERY
AUTHORS: Xiangrong R Zeng; Mario A T Figueiredo ;
PUBLISHED: 2014, SOURCE: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) in 2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)

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