| Artigo em conferência |
- Silvestre, Cláudia; Cardoso, Margarida; Figueiredo, Mário. "An MML embedded approach for estimating the number of clusters".
2022.
- "TimeSHAP: Explaining Recurrent Models through Sequence Perturbations". 2021.
10.1145/3447548.3467166
- "An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing". 2021.
10.1109/igarss47720.2021.9554718
- "On the Improvement of Feature Selection Techniques: The Fitness Filter". 2021.
10.5220/0010396303650372
- Mansouri, O. El; Basarab, A.; Figueiredo, M. A. T.; Kouame, D.; Tourneret, J.-Y.. "Ultrasound And Magnetic Resonance Image
Fusion Using A Patch-Wise Polynomial Model". Trabalho apresentado em 2020 IEEE International Conference on Image Processing
(ICIP), 2020.
Publicado • 10.1109/icip40778.2020.9191013
- Pessoa, Jorge; Aidos, Helena; Tomas, Pedro; Figueiredo, Mario A. T.. "End-to-End Learning of Video Compression using Spatio-Temporal
Autoencoders". Trabalho apresentado em 2020 IEEE Workshop on Signal Processing Systems (SiPS), 2020.
10.1109/sips50750.2020.9195249
- Martins, André F. T.; Farinhas, António; Treviso, Marcos; Niculae, Vlad; Aguiar, Pedro; Figueiredo, Mário. "Sparse and Continuous
Attention Mechanisms". 2020.
- Silvestre, Cláudia; Mário Teles de Figueiredo; Margarida G. M. S. Cardoso; Silvestre, Cláudia Marisa Vasconcelos; Cardoso,
Margarida; Figueiredo, Mário. "Seleção do número de segmentos em modelos de mistura sobre dados categoriais ¿ um estudo comparativo".
Trabalho apresentado em XXIV Congresso da Sociedade Portuguesa de Estatística, Amarante, 2019.
- Figueiredo, M.A.T.. "Synthesis versus analysis in patch-based image priors". 2017.
10.1109/ICASSP.2017.7952374
- Silvestre, Cláudia; Cardoso, Margarida; Figueiredo, Mário; Silvestre, Cláudia Marisa Vasconcelos; Cardoso, Margarida G. M.
S.; Figueiredo, Mário A. T.. "O critério Minimum Message Length na estimação de modelos de mistura sobre dados mistos". 2017.
- Silvestre, Cláudia; Cardoso, Margarida; Figueiredo, Mário; Silvestre, Cláudia Marisa Vasconcelos. "A clustering view on ESS
measures of political interest: an EM-MML approach". 2017.
- Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Bayesian image segmentation using hidden fields: Supervised, unsupervised, and semi-supervised
formulations". 2016.
10.1109/EUSIPCO.2016.7760303
- Teodoro, A.M.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Image restoration with locally selected class-adapted models". 2016.
10.1109/MLSP.2016.7738841
- Teodoro, A.M.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Image restoration and reconstruction using variable splitting and
class-adapted image priors". 2016.
10.1109/ICIP.2016.7533014
- Silvestre, Cláudia Marisa Vasconcelos; Cardoso, Margarida; Figueiredo, Mário. "The number of clusters on trust". 2016.
- Silvestre, Cláudia; Cardoso, Margarida; Figueiredo, Mário; Silvestre, Cláudia Marisa Vasconcelos. "Model selection in discrete
clustering: the EM-MML algorithm". 2016.
- Pereyra, M.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Maximum-a-posteriori estimation with unknown regularisation parameters".
2015.
10.1109/EUSIPCO.2015.7362379
- Fred, A.; De Marsico, M.; Figueiredo, M.. "Foreword". 2015.
- Teodoro, A.M.A.M.; Almeida, M.S.C.; Figueiredo, M.A.T.. "Single-frame image denoising and inpainting using Gaussian mixtures".
2015.
- Zeng, X.; Figueiredo, M.A.T.. "Robust binary fused compressive sensing using adaptive outlier pursuit". 2014.
10.1109/ICASSP.2014.6855093
- Barata, C.; Figueiredo, M.A.T.; Celebi, M.E.; Marques, J.S.. "Color identification in dermoscopy images using Gaussian mixture
models". 2014.
10.1109/ICASSP.2014.6854274
- Zeng, X.; Figueiredo, M.A.T.. "Robust sparsity and clustering regularization for regression". 2014.
- Freitas, J.; Ferreira, A.; Figueiredo, M.; Teixeira, A.; Dias, M.S.. "Enhancing multimodal silent speech interfaces with feature
selection". 2014.
- Zeng, X.; Figueiredo, M.A.T.. "Group-sparse matrix recovery". 2014.
10.1109/ICASSP.2014.6854988
- Zeng, X.; Figueiredo, M.A.T.. "The atomic norm formulation of OSCAR regularization with application to the Frank-Wolfe algorithm".
2014.
- Figueiredo, M.A.T.. "Teaching a new trick to an old dog: Revisiting the quadratic programming formulation of sparse recovery
using ADMM". 2014.
10.1109/ICASSP.2014.6853850
- Almeida, M.S.C.; Figueiredo, M.A.T.. "Blind image deblurring with unknown boundaries using the alternating direction method
of multipliers". 2013.
10.1109/ICIP.2013.6738121
- Ferreira, A.J.; Figueiredo, M.A.T.. "Relevance and mutual information-based feature discretization". 2013.
- Almeida, M.S.C.; Figueiredo, M.A.T.. "Frame-based image deblurring with unknown boundary conditions using the alternating
direction method of multipliers". 2013.
10.1109/ICIP.2013.6738120
- Coutinho, D.P.; Figueiredo, M.A.T.. "An information theoretic approach to text sentiment analysis". 2013.
- Lourenço, A.; Bulò, S.R.; Rebagliati, N.; Fred, A.; Figueiredo, M.; Pelillo, M.. "Probabilistic evidence accumulation for
clustering ensembles". 2013.
- Portêlo, A.; Ribeiro, R.; Figueiredo, M.; Lemos, J.M.; Marques, J.S.. "A velocity field approach to the detection of pedestrian
interactions". 2013.
10.1109/MED.2013.6608936
- Silvestre, Cláudia Marisa Vasconcelos; Cardoso, Margarida; Figueiredo, Mário. "Determining the number of clusters in categorical
data". 2013.
- Carli, A.C.; Figueiredo, M.A.T.; Bicego, M.; Murino, V.. "Generative embeddings based on Rician mixtures: Application to kernel-based
discriminative classification of magnetic resonance images". 2012.
- Ferreira, A.; Figueiredo, M.. "A dynamic wrapper method for feature discretization and selection". 2012.
- Figueiredo, M.A.T.; Bioucas-Dias, J.M.. "Algorithms for imaging inverse problems under sparsity regularization". 2012.
10.1109/CIP.2012.6232892
- Silvestre, Cláudia; Cardoso, Margarida; Figueiredo, Mário; Silvestre, Cláudia Marisa Vasconcelos. "Categorical data clustering
using a minimum message length criterion". 2012.
- Martins, A.F.T.; Smith, N.A.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Structured sparsity in structured prediction". 2011.
- Martins, A.F.T.; Figueiredo, M.A.T.; Aguiar, P.M.Q.; Smith, N.A.; Xing, E.P.. "An augmented Lagrangian approach to constrained
MAP inference". 2011.
- Coutinho, D.P.; Fred, A.L.N.; Figueiredo, M.A.T.. "ECG-based continuous authentication system using adaptive string matching".
2011.
- Martins, A.F.T.; Smith, N.A.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Dual decomposition with many overlapping components". 2011.
- Marques, J.S.; Figueiredo, M.A.T.. "Fast estimation of multiple vector fields: Application to video surveillance". 2011.
- Ferreira, A.; Figueiredo, M.. "Feature discretization and selection in microarray data". 2011.
- Ferreira, A.; Oliveira, A.; Figueiredo, M.. "Sliding window update using suffix arrays". 2011.
10.1109/DCC.2011.60
- Afonso, M.V.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Non-cyclic deconvolution using an augmented lagrangian method". 2011.
10.1109/EUROCON.2011.5929360
- Marques, J.S.; Figueiredo, M.A.T.. "Image super-segmentation: Segmentation with multiple labels from shuffled observations".
2011.
10.1109/ICIP.2011.6116141
- Almeida, M.S.C.; Figueiredo, M.A.T.. "New stopping criteria for iterative blind image deblurring based on residual whiteness
measures". 2011.
10.1109/SSP.2011.5967696
- Nascimento, J.C.; Marques, J.S.; Figueiredo, M.A.T.. "Discriminative model selection using a modified Bayesian criterion:
Application to trajectory modeling". 2011.
10.1109/ICIP.2011.6115710
- Ferreira, A.; Figueiredo, M.. "Efficient unsupervised feature selection for sparse data". 2011.
10.1109/EUROCON.2011.5929185
- Lopes, M.B.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.; Wolff, J.-C.; Mistry, N.; Warrack, J.. "Comparison of near infrared and
Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets". 2011.
10.1109/WHISPERS.2011.6080869
- Ferreira, A.J.; Figueiredo, M.A.T.. "Feature transformation and reduction for text classification". 2010.
- Martins, A.F.T.; Smith, N.A.; Xing, E.P.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Turbo parsers: Dependency parsing by approximate
variational inference". 2010.
- Coutinho, D.P.; Fred, A.L.N.; Figueiredo, M.A.T.. "Personal identification and authentication based on one-lead ECG using
Ziv-Merhav cross parsing". 2010.
- Bicego, M.; Martins, A.F.T.; Murino, V.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "2D shape recognition using information theoretic
kernels". 2010.
10.1109/ICPR.2010.15
- Afonso, M.V.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "A fast algorithm for the constrained formulation of compressive image
reconstruction and other linear inverse problems". 2010.
10.1109/ICASSP.2010.5495758
- Figueiredo, M.A.T.; Bioucas-Dias, J.M.. "Frame-based deconvolution of poissonian images using alternating direction optimization".
2010.
10.1109/ICIP.2010.5651155
- Nascimento, J.C.; Marques, J.S.; Figueiredo, M.A.T.. "Discriminative model selection for object motion recognition". 2010.
10.1109/ICIP.2010.5649441
- Nascimento, J.C.; Marques, J.S.; Figueiredo, M.A.T.. "Classification of complex pedestrian activities from trajectories".
2010.
10.1109/ICIP.2010.5650138
- Bicego, M.; Perina, A.; Murino, V.; Martins, A.; Aguiar, P.; Figueiredo, M.. "Combining free energy score spaces with information
theoretic kernels: Application to scene classification". 2010.
10.1109/ICIP.2010.5651831
- Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Alternating direction algorithms for constrained sparse regression: Application to
hyperspectral unmixing". 2010.
10.1109/WHISPERS.2010.5594963
- Afonso, M.V.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "An augmented Lagrangian approach to linear inverse problems with compound
regularization". 2010.
10.1109/ICIP.2010.5650379
- Coutinho, D.P.; Fred, A.L.N.; Figueiredo, M.A.T.. "One-lead ECG-based personal identification using Ziv-Merhav cross parsing".
2010.
10.1109/ICPR.2010.940
- Ferreira, A.; Figueiredo, M.. "Unsupervised feature selection for sparse data". 2010.
- Silvestre, C.M.V.; Cardoso, M.M.G.; Figueiredo, M.A.T.. "Selecting categorical features in model-based clustering". 2009.
- Ferreira, A.; Oliveira, A.; Figueiredo, M.. "On the use of suffix arrays for memory-efficient Lempel-Ziv data compression".
2009.
- Nascimento, J.C.; Figueiredo, M.A.T.; Marques, J.S.. "Trajectory analysis in natural images using mixtures of vector fields".
2009.
10.1109/ICIP.2009.5413541
- Lopes, M.B.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.; Wolff, J.-C.. "Spectral unmixing via minimum volume simplices: Application
to near infrared spectra of counterfeit tablets". 2009.
10.1109/WHISPERS.2009.5289081
- Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Total variation restoration of speckled images using a split-Bregman algorithm".
2009.
10.1109/ICIP.2009.5414376
- Ferreira, A.; Oliveira, A.; Figueiredo, M.. "On the use of suffix arrays for memory-efficient Lempel-Ziv data compression".
2009.
10.1109/DCC.2009.50
- Selesnick, I.W.; Figueiredo, M.A.T.. "Signal restoration with overcomplete wavelet transforms: Comparison of analysis and
synthesis priors". 2009.
10.1117/12.826663
- Figueiredo, M.A.T.; Bioucas-Dias, J.M.; Afonso, M.V.. "Fast frame-based image deconvolution using variable splitting and constrained
optimization". 2009.
10.1109/SSP.2009.5278628
- Figueiredo, M.A.T.; Bioucas-Dias, J.M.. "Deconvolution of Poissonian images using variable splitting and augmented Lagrangian
optimization". 2009.
10.1109/SSP.2009.5278459
- Martins, A.F.T.; Figueiredo, M.A.T.; Aguiar, P.M.Q.; Smith, N.A.; Xing, E.P.. "Nonextensive entropic kernels". 2008.
- Coutinho, D.P.; Figueiredo, M.A.T.. "Information theoretic text classification methods evaluation". 2008.
- Ferreira, A.J.; Oliveira, A.L.; Figueiredo, M.A.T.. "Suffix arrays - A competitive choice for fast Lempel-Ziv compressions".
2008.
- Wright, S.J.; Nowak, R.D.; Figueiredo, M.A.T.. "Sparse reconstruction by separable approximation". 2008.
10.1109/ICASSP.2008.4518374
- Martins, A.F.T.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Tsallis kernels on measures". 2008.
10.1109/ITW.2008.4578673
- Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "An iterative algorithm for linear inverse problems with compound regularizers". 2008.
10.1109/ICIP.2008.4711847
- Nascimento, J.C.; Figueiredo, M.A.T.; Marques, J.S.. "Unsupervised learning of motion patterns using generative models". 2008.
10.1109/ICIP.2008.4711866
- Figueiredo, M.A.T.; Cheng, D.S.; Murino, V.. "Clustering under prior knowledge with application to image segmentation". 2007.
- Figueiredo, M.A.T.. "Semi-supervised clustering: Application to image segmentation". 2007.
- Rabbat, M.G.; Figueiredo, M.A.T.; Nowak, R.D.. "Inferring network structure from co-occurrences". 2007.
- Cheng, D.S.; Figueiredo, M.A.T.. "Cosegmentation for image sequences". 2007.
10.1109/ICIAP.2007.4362848
- Rabbat, M.G.; Figueiredo, M.A.T.; Nowak, R.D.. "Genomic network tomography". 2007.
10.1109/ICASSP.2007.366694
- Bioucas-Dias, J.M.; Figueiredo, M.A.T.; Oliveira, J.P.. "Total variation-based image deconvolution: A majorization-minimization
approach". 2006.
- Postolache, O.; Girão, P.S.; Pereira, M.D.; Figueiredo, M.. "Distributed virtual system for dolphins' sound acquisition and
timefrequency analysis". 2006.
- Bioucas-Dias, J.M.; Figueiredo, M.A.T.; Oliveira, J.P.. "Adaptive total variation image deconvolution: A majorization-minimization
approach". 2006.
- Nascimento, J.C.; Figueiredo, M.A.T.; Marques, J.S.. "Semi-supervised learning of switched dynamical models for classification
of human activities in surveillance applications". 2006.
10.1109/ICIP.2007.4379280
- Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Two-step algorithms for linear inverse problems with non-quadratic regularization".
2006.
10.1109/ICIP.2007.4378902
- Figueiredo, M.A.T.; Dias, J.B.; Oliveira, J.P.; Nowak, R.D.. "On total variation denoising: A new majorization-minimization
algorithm and an experimental comparison with wavalet denoising". 2006.
10.1109/ICIP.2006.313050
- Krishnapuram, B.; Williams, D.; Xue, Y.; Hartemink, A.; Carin, L.; Figueiredo, M.A.T.. "On semi-supervised classification".
2005.
- Coutinho, D.P.; Figueiredo, M.A.T.. "Information theoretic text classification using the Ziv-Merhav method". 2005.
- Nascimento, J.C.; Figueiredo, M.A.T.; Marques, J.S.. "Recognition of human activities using space dependent switched dynamical
models". 2005.
10.1109/ICIP.2005.1530526
- Figueiredo, M.A.T.. "Bayesian image segmentation using wavelet-based priors". 2005.
10.1109/CVPR.2005.85
- Figueiredo, M.A.T.; Nowak, R.D.. "A bound optimization approach to wavelet-based image deconvolution". 2005.
10.1109/ICIP.2005.1530172
- Jardim, S.V.B.; Figueiredo, M.A.T.. "Automatic contour estimation in fetal ultrasound images". 2003.
- Martins, A.T.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Navigating in manhattan: 3D orientation from video without correspondences".
2003.
- Ferreira, A.J.; Figueiredo, M.A.T.. "Class-adapted image compression using independent component analysis". 2003.
- Bicego, M.; Murino, V.; Figueiredo, M.A.T.. "Similarity-based clustering of sequences using hidden markov models". 2003.
- Law, M.H.; Jain, A.K.; Figueiredo, M.A.T.. "Feature selection in mixture-based clustering". 2003.
- Ferreira, A.J.; Figueiredo, M.A.T.. "Image compression using orthogonalized independent components bases". 2003.
10.1109/NNSP.2003.1318068
- Jalobeanu, A.; Nowak, R.D.; Zerubia, J.; Figueiredo, M.A.T.. "Satellite and aerial image deconvolution using an EM method
with complex wavelets". 2002.
- Figueiredo, M.A.T.; Nowak, R.D.. "Image restoration under wavelet-domain priors: An expectation-maximization approach". 2002.
- Figueiredo, M.A.T.. "Adaptive sparseness using jeffreys prior". 2002.
- Figueiredo, M.A.T.; Nowak, R.D.. "Wavelet-based adaptive image deconvolution". 2002.
- Nowak, R.D.; Figueiredo, M.A.T.. "Fast wavelet-based image deconvolution using the EM algorithm". 2001.
- Ndili, U.; Nowak, R.D.; Figueiredo, M.A.T.. "Coding theoretic approach to image segmentation". 2001.
- Figueiredo, M.A.T.; Jain, A.K.. "Bayesian learning of sparse classifiers". 2001.
- Ndili, U.; Nowak, R.; Baraniuk, R.; Choi, H.; Figueiredo, M.. "Coding theoretic approach to SAR image segmentation". 2001.
10.1117/12.438200
- Ndili, U.; Baraniuk, R.; Choi, H.; Nowak, R.; Figueiredo, M.. "Coding theoretic approach to segmentation and robust CFAR-detection
for LADAR images". 2001.
10.1117/12.445354
- Venkatachalam, Vidya; Nowak, Robert D.; Baraniuk, Richard G.; Figueiredo, Mario A.T.. "Unsupervised SAR image segmentation
using recursive partitioning". 2000.
- Figueiredo, M.A.T.. "On Gaussian radial basis function approximations: interpretation, extensions, and learning strategies".
2000.
- Figueiredo, M.A.T.; Jain, A.K.. "Unsupervised selection and estimation of finite mixture models". 2000.
- Figueiredo, Mario A.T.; Nowak, Robert D.. "Bayesian wavelet-based image estimation using noninformative priors". 1999.
- Vailaya, Aditya; Figueiredo, Mario; Jain, Anil; Zhang, HongJiang. "Content-based hierarchical classification of vacation images".
1999.
- Nowak, Robert D.; Figueiredo, Mario A.T.. "Unsupervised progressive parsing of Poisson fields using minimum description length
criteria". 1999.
- Vailaya, Aditya; Figueiredo, Mario; Jain, Anil; Zhang, HongJiang. "Bayesian framework for semantic classification of outdoor
vacation images". 1999.
- Figueiredo, Mario A.T.; Nowak, Robert D.. "Bayesian wavelet-based signal estimation using non-informative priors". 1998.
- Figueiredo, Mario A.T.; Leitao, Jose M.N.; Jain, Anil K.. "Adaptive B-splines and boundary estimation". 1997.
- Leitao, Jose M.N.; Figueiredo, Mario A.T.. "Interferometric image reconstruction as a nonlinear Bayesian estimation problem".
1996.
- Figueiredo, Mario A.T.; Leitao, Jose M.N.. "Unsupervised contour estimation". 1996.
- Gracias, Nuno; Lima, Jose; Figueiredo, Mario; Fred, Ana. "Adaptive contour estimation with genetic algorithms". 1996.
- Figueiredo, Mario A.T.; Leitao, Jose M.N.. "Unbiased technique for automatic estimation of vessel contours in angiograms".
1994.
- Figueiredo, M.A.T.; Leitão, J.M.N.. "Adaptive discontinuity location in image restoration". 1994.
10.1109/ICIP.1994.413654
- Figueiredo, Mario A.T.; Leitao, Jose M.N.. "Simulated tearing: an algorithm for discontinuity-preserving visual surface reconstruction".
1993.
|
| Artigo em revista |
- Catarina Palma; Artur Ferreira; Mário Figueiredo. "Explainable Machine Learning for Malware Detection on Android Applications".
Information (2024): https://doi.org/10.3390/info15010025.
10.3390/info15010025
- Adara Nogueira; Artur Ferreira; Mário Figueiredo. "A Machine Learning Pipeline for Cancer Detection on Microarray Data: The
Role of Feature Discretization and Feature Selection". BioMedInformatics (2023): https://doi.org/10.3390/biomedinformatics3030040.
10.3390/biomedinformatics3030040
- André F. C. Gomes; Mário A. T. Figueiredo. "Orders between Channels and Implications for Partial Information Decomposition".
Entropy (2023): https://doi.org/10.3390/e25070975.
10.3390/e25070975
- Francisco Andrade; Mario A. T. Figueiredo; Joao Xavier. "Distributed Banach–Picard Iteration for Locally Contractive Maps".
IEEE Transactions on Automatic Control (2023): https://doi.org/10.1109/TAC.2022.3152722.
10.1109/TAC.2022.3152722
- Francisco Andrade; Mario A. T. Figueiredo; Joao Xavier. "Distributed Banach-Picard Iteration: Application to Distributed Parameter
Estimation and PCA". IEEE Transactions on Signal Processing (2023): https://doi.org/10.1109/TSP.2023.3239806.
10.1109/TSP.2023.3239806
- Arlindo L. Oliveira; Domingos, Tiago; Figueiredo, Mário; Lima, Pedro U.. "DeepThought: An Architecture for Autonomous Self-motivated
Systems.". arXiv 2311.08547 (2023): https://arxiv.org/abs/2311.08547.
Publicado
- João Pedro Araújo; Mário A.T. Figueiredo; Miguel Ayala Botto. "Control with adaptive Q-learning: A comparison for two classical
control problems". Engineering Applications of Artificial Intelligence 112 (2022): 104797-104797. https://doi.org/10.1016/j.engappai.2022.104797.
10.1016/j.engappai.2022.104797
- João Santinha; Llinda Bianchini; Mario A. T. Figueiredo; Celso Matos; Alessandro Lascialfari; Nikolaos Papanikolaou; Marta
Cremonesi; et al. "Discrimination of Tumor Texture Based on MRI Radiomic Features: Is There a Volume Threshold? A Phantom
Study". Applied Sciences (Switzerland) 12 11 (2022): 5465-5465. http://www.it.pt/Publications/PaperJournal/33188.
10.3390/app12115465
- André F. T. Martins; Marcos Treviso; António Farinhas; Pedro M. Q. Aguiar; Mário A. T. Figueiredo; Mathieu Blondel; Vlad Niculae.
"Sparse Continuous Distributions and Fenchel-Young Losses". Journal of Machine Learning Research 23 257 (2022): 1-74.
http://jmlr.org/papers/v23/21-0879.html.
- "The use of machine learning methods to estimate aboveground biomass of grasslands: A review". Ecological Indicators
130 (2021): 108081-108081. http://dx.doi.org/10.1016/j.ecolind.2021.108081.
10.1016/j.ecolind.2021.108081
- "Improving performance and generalizability in radiogenomics: a pilot study for prediction of IDH1/2 mutation status in gliomas
with multicentric data". Journal of Medical Imaging 8 03 (2021): http://dx.doi.org/10.1117/1.jmi.8.3.031905.
10.1117/1.jmi.8.3.031905
- Marek Smieja; Lukasz Struski; Mário A.T. Figueiredo. "A classification-based approach to semi-supervised clustering with pairwise
constraints". Neural Networks 127 (2020): 193-203. https://doi.org/10.1016/j.neunet.2020.04.017.
10.1016/j.neunet.2020.04.017
- Afonso M. Teodoro; Jose M. Bioucas-Dias; Mario A. T. Figueiredo. "Block-Gaussian-Mixture Priors for Hyperspectral Denoising
and Inpainting". IEEE Transactions on Geoscience and Remote Sensing (2020): 1-9. https://doi.org/10.1109/TGRS.2020.3006757.
10.1109/TGRS.2020.3006757
- Joshin P. Krishnan; Mario A. T. Figueiredo; Jose M. Bioucas-Dias. "Class-Specific Interferometric Phase Estimation Using Patch-Based
Importance Sampling". IEEE Access (2020): 1-1. https://doi.org/10.1109/ACCESS.2020.3021178.
10.1109/ACCESS.2020.3021178
- Afonso M. Teodoro; Jose M. Bioucas-Dias; Mario A. T. Figueiredo. "Image Restoration and Reconstruction using Targeted Plug-and-Play
Priors". IEEE Transactions on Computational Imaging 5 4 (2019): 675-686. https://doi.org/10.1109/TCI.2019.2914773.
10.1109/TCI.2019.2914773
- Lina Zhuang; Chia-Hsiang Lin; Mario A. T. Figueiredo; Jose M. Bioucas-Dias. "Regularization Parameter Selection in Minimum
Volume Hyperspectral Unmixing". IEEE Transactions on Geoscience and Remote Sensing 57 12 (2019): 9858-9877. https://doi.org/10.1109/TGRS.2019.2929776.
10.1109/TGRS.2019.2929776
- Milad Niknejad; Jose Bioucas-Dias; Mario A. T. Figueiredo. "External Patch-Based Image Restoration Using Importance Sampling".
IEEE Transactions on Image Processing 28 9 (2019): 4460-4470. https://doi.org/10.1109/TIP.2019.2912122.
10.1109/TIP.2019.2912122
- Joshin P. Krishnan; Mario A. T. Figueiredo; J. Bioucas-Dias. "SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis
for Interferometric Phase Denoising". IEEE Access 7 N/A (2019): 120708-120723. http://www.it.pt/Publications/PaperJournal/29712.
10.1109/ACCESS.2019.2936991
- Marina Ljubenovic; Mario A. T. Figueiredo. "Plug-and-play approach to class-adapted blind image deblurring". International
Journal on Document Analysis and Recognition 22 N/A (2019): 1-19. http://www.it.pt/Publications/PaperJournal/28262.
10.1007/s10032-019-00318-z
- Afonso Teodoro; J. Bioucas-Dias; Mario A. T. Figueiredo. "A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based
Denoising". ieee transactions on image processing 28 1 (2019): 451-463. http://www.it.pt/Publications/PaperJournal/28058.
10.1109/TIP.2018.2869727
- Figueiredo, Mário. "Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing". IEEE Transactions on
Geoscience and Remote Sensing (2019): http://dx.doi.org/10.1109/tgrs.2019.2929776.
10.1109/tgrs.2019.2929776
- Manuele Bicego; Mario A. T. Figueiredo. "Clustering via binary embedding". Pattern Recognition 83 - (2018): 52-63.
http://www.it.pt/Publications/PaperJournal/27841.
10.1016/j.patcog.2018.05.011
- Oliveira, J; Braganca, A M; Alcacer, L; Morgado, J; Figueiredo, M; Bioucas-Dias, J; Ferreira, Q. "Sparse-coding denoising
applied to reversible conformational switching of a porphyrin self-assembled monolayer induced by scanning tunnelling microscopy.".
Journal of microscopy (2018): http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=MEDLINE&KeyUT=MEDLINE:29655172&KeyUID=MEDLINE:29655172.
10.1111/jmi.12699
- Denitto, M.; Farinelli, A.; Figueiredo, M. A. T.; Bicego, M.. "A biclustering approach based on factor graphs and the max-sum
algorithm". Pattern Recognition 62 (2017): 114-124. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000387429100009&KeyUID=WOS:000387429100009.
10.1016/j.patcog.2016.08.033
- Denitto, M.; Bicego, M.; Farinelli, A.; Figueiredo, M.A.T.. "Spike and slab biclustering". Pattern Recognition 72 (2017):
186-195. http://www.scopus.com/inward/record.url?eid=2-s2.0-85027534681&partnerID=MN8TOARS.
10.1016/j.patcog.2017.07.021
- Lopes, M.B.; Calado, C.R.C.; Figueiredo, M.A.T.; Bioucas-Dias, J.M.. "Does Nonlinear Modeling Play a Role in Plasmid Bioprocess
Monitoring Using Fourier Transform Infrared Spectra?". Applied Spectroscopy 71 6 (2017): 1148-1156. http://www.scopus.com/inward/record.url?eid=2-s2.0-85019579828&partnerID=MN8TOARS.
10.1177/0003702816670913
- Lopes, Marta B; Calado, Cecilia R C; Figueiredo, Mario A T; Bioucas-Dias, Jose M. "Does Nonlinear Modeling Play a Role in
Plasmid Bioprocess Monitoring using Fourier Transform Infrared Spectra?". Applied spectroscopy (2016): http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=MEDLINE&KeyUT=MEDLINE:27852875&KeyUID=MEDLINE:27852875.
- Coutinho, David Pereira; Figueiredo, Mario A. T.. "Text Classification Using Compression-Based Dissimilarity Measures". International
Journal of Pattern Recognition and Artificial Intelligence 29 5 (2015): http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000357830200004&KeyUID=WOS:000357830200004.
10.1142/S0218001415530043
- Silvestre, Claudia; Cardoso, Margarida G. M. S.; Figueiredo, Mario. "Feature selection for clustering categorical data with
an embedded modelling approach". Expert Systems 32 3 (2015): 444-453. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000355958900009&KeyUID=WOS:000355958900009.
10.1111/exsy.12082
- Portelo, Ana; Figueiredo, Mario A. T.; Lemos, Joao M.; Marques, Jorge S.. "Moving horizon estimation of pedestrian interactions
using multiple velocity fields". Signal Image and Video Processing 9 7 (2015): 1669-1677. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=ORCID&SrcApp=OrcidOrg&DestLinkType=FullRecord&DestApp=WOS_CPL&KeyUT=WOS:000360307500016&KeyUID=WOS:000360307500016.
10.1007/s11760-014-0620-0
- Martins, A.F.T.; Figueiredo, M.A.T.; Aguiar, P.M.Q.; Smith, N.A.; Xing, E.P.. "AD<sup>3</sup>: Alternating directions
dual decomposition for map inference in graphical models". Journal of Machine Learning Research 16 (2015): 495-545.
http://www.scopus.com/inward/record.url?eid=2-s2.0-84930668497&partnerID=MN8TOARS.
- Zeng, X.; Figueiredo, M.A.T.. "Decreasing weighted sorted ell1 regularization". IEEE Signal Processing Letters 21 10
(2014): 1240-1244. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903649808&partnerID=MN8TOARS.
10.1109/LSP.2014.2331977
- Zeng, X.; Figueiredo, M.A.T.. "Solving OSCAR regularization problems by fast approximate proximal splitting algorithms". Digital
Signal Processing: A Review Journal 31 (2014): 124-135. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901841658&partnerID=MN8TOARS.
10.1016/j.dsp.2014.03.010
- Oliveira, J.P.; Figueiredo, M.A.T.; Bioucas-Dias, J.M.. "Parametric blur estimation for blind restoration of natural images:
Linear motion and out-of-focus". IEEE Transactions on Image Processing 23 1 (2014): 466-477. http://www.scopus.com/inward/record.url?eid=2-s2.0-84890957654&partnerID=MN8TOARS.
10.1109/TIP.2013.2286328
- Ferreira, A.J.; Figueiredo, M.A.T.. "Incremental filter and wrapper approaches for feature discretization". Neurocomputing
123 (2014): 60-74. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885845253&partnerID=MN8TOARS.
10.1016/j.neucom.2012.10.036
- Carli, A.C.; Figueiredo, M.A.T.; Bicego, M.; Murino, V.. "Generative embeddings based on Rician mixtures for kernel-based
classification of magnetic resonance images". Neurocomputing 123 (2014): 49-59. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885833451&partnerID=MN8TOARS.
10.1016/j.neucom.2013.02.037
- Fachada, N.; Figueiredo, M.A.T.; Lopes, V.V.; Martins, R.C.; Rosa, A.C.. "Spectrometric differentiation of yeast strains using
minimum volume increase and minimum direction change clustering criteria". Pattern Recognition Letters 45 1 (2014):
55-61. http://www.scopus.com/inward/record.url?eid=2-s2.0-84940214983&partnerID=MN8TOARS.
10.1016/j.patrec.2014.03.008
- Jacinto Nascimento; Mario A. T. Figueiredo; Jorge Salvador Marques. "Activity Recognition Using A Mixture of Vector Fields".
IEEE Trans. on Image Processing 22 5 (2013): 1712-1725. http://www.it.pt/Publications/PaperJournal/7792.
10.1109/TIP.2012.2226899
- Almeida, M.S.C.; Figueiredo, M.. "Deconvolving images with unknown boundaries using the alternating direction method of multipliers".
IEEE Transactions on Image Processing 22 8 (2013): 3074-3086. http://www.scopus.com/inward/record.url?eid=2-s2.0-84878509079&partnerID=MN8TOARS.
10.1109/TIP.2013.2258354
- Bicego, M.; Ulas, A.; Castellani, U.; Perina, A.; Murino, V.; Martins, A.F.T.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Combining
information theoretic kernels with generative embeddings for classification". Neurocomputing 101 (2013): 161-169. http://www.scopus.com/inward/record.url?eid=2-s2.0-84868610596&partnerID=MN8TOARS.
10.1016/j.neucom.2012.08.014
- Lourenço, A.; Rota Bulò, S.; Rebagliati, N.; Fred, A.L.N.; Figueiredo, M.A.T.; Pelillo, M.. "Probabilistic consensus clustering
using evidence accumulation". Machine Learning 98 1-2 (2013): 331-357. http://www.scopus.com/inward/record.url?eid=2-s2.0-84920708410&partnerID=MN8TOARS.
10.1007/s10994-013-5339-6
- Coutinho, D.P.; Silva, H.; Gamboa, H.; Fred, A.; Figueiredo, M.. "Novel fiducial and non-fiducial approaches to electrocardiogram-based
biometric systems". IET Biometrics 2 2 (2013): 64-75. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879406002&partnerID=MN8TOARS.
10.1049/iet-bmt.2012.0055
- Almeida, M.S.C.; Figueiredo, M.A.T.. "Parameter estimation for blind and non-blind deblurring using residual whiteness measures".
IEEE Transactions on Image Processing 22 7 (2013): 2751-2763. http://www.scopus.com/inward/record.url?eid=2-s2.0-84877887332&partnerID=MN8TOARS.
10.1109/TIP.2013.2257810
- Carreiro, A.V.; Ferreira, A.J.; Figueiredo, M.A.; Madeira, S.C.. "Towards a classification approach using meta-biclustering:
impact of discretization in the analysis of expression time series.". Journal of integrative bioinformatics 9 3 (2012):
http://www.scopus.com/inward/record.url?eid=2-s2.0-84875027675&partnerID=MN8TOARS.
- Ferreira, A.J.; Figueiredo, M.A.T.. "An unsupervised approach to feature discretization and selection". Pattern Recognition
45 9 (2012): 3048-3060. http://www.scopus.com/inward/record.url?eid=2-s2.0-84861590173&partnerID=MN8TOARS.
10.1016/j.patcog.2011.12.008
- Ferreira, A.J.; Figueiredo, M.A.T.. "Efficient feature selection filters for high-dimensional data". Pattern Recognition
Letters 33 13 (2012): 1794-1804. http://www.scopus.com/inward/record.url?eid=2-s2.0-84863666181&partnerID=MN8TOARS.
10.1016/j.patrec.2012.05.019
- Martins, A.F.T.; Smith, N.A.; Xing, E.P.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Online learning of structured predictors with
multiple kernels". Journal of Machine Learning Research 15 (2011): 507-515. http://www.scopus.com/inward/record.url?eid=2-s2.0-84862298869&partnerID=MN8TOARS.
- Lopes, M.B.; Wolff, J.-C.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Study on the effect of pixel resolution and blending grade
on near-infrared hyperspectral unmixing of tablets". Applied Spectroscopy 65 2 (2011): 193-200. http://www.scopus.com/inward/record.url?eid=2-s2.0-79951929538&partnerID=MN8TOARS.
10.1366/10-06079
- Afonso, M.V.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "An augmented lagrangian approach to the constrained optimization formulation
of imaging inverse problems". IEEE Transactions on Image Processing 20 3 (2011): 681-695. http://www.scopus.com/inward/record.url?eid=2-s2.0-79951838072&partnerID=MN8TOARS.
10.1109/TIP.2010.2076294
- Joel Preto Paulo; José Luis Bento Coelho; Mario A. T. Figueiredo. "Statistical classification of road pavements using near
field vehicle rolling noise measurements". Journal of the Acoustical Society of America 128 4 (2010): 1747-1754. http://www.it.pt/Publications/PaperJournal/5043.
10.1121/1.3466870
- Afonso, M.V.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Fast image recovery using variable splitting and constrained optimization".
IEEE Transactions on Image Processing 19 9 (2010): 2345-2356. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955783919&partnerID=MN8TOARS.
10.1109/TIP.2010.2047910
- Lopes, M.B.; Wolff, J.-C.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Reply to the comments on "near-infrared hyperspectral
unmixing based on a minimum volume criterion for fast and accurate chemometric characterization of counterfeit tablets"".
Analytical Chemistry 82 20 (2010): 8753-8754. http://www.scopus.com/inward/record.url?eid=2-s2.0-77958039821&partnerID=MN8TOARS.
10.1021/ac102443w
- Figueiredo, M.A.T.; Bioucas-Dias, J.M.. "Restoration of poissonian images using alternating direction optimization". IEEE
Transactions on Image Processing 19 12 (2010): 3133-3145. http://www.scopus.com/inward/record.url?eid=2-s2.0-78649287919&partnerID=MN8TOARS.
10.1109/TIP.2010.2053941
- Lopes, M.B.; Wolff, J.-C.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Quantification of components in non-homogenous pharmaceutical
tablets using near infrared reflectance imaging". Journal of Near Infrared Spectroscopy 18 5 (2010): 333-340. http://www.scopus.com/inward/record.url?eid=2-s2.0-79952430472&partnerID=MN8TOARS.
10.1255/jnirs.897
- Lopes, M.B.; Wolff, J.-C.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Near-infrared hyperspectral unmixing based on a minimum
volume criterion for fast and accurate chemometric characterization of counterfeit tablets". Analytical Chemistry 82
4 (2010): 1462-1469. http://www.scopus.com/inward/record.url?eid=2-s2.0-76849107932&partnerID=MN8TOARS.
10.1021/ac902569e
- Elad, M.; Figueiredo, M.A.T.; Ma, Y.. "On the role of sparse and redundant representations in image processing". Proceedings
of the IEEE 98 6 (2010): 972-982. http://www.scopus.com/inward/record.url?eid=2-s2.0-77952740831&partnerID=MN8TOARS.
10.1109/JPROC.2009.2037655
- Chartrand, R.; Baraniuk, R.G.; Eldar, Y.C.; Figueiredo, M.A.T.; Tanner, J.. "Introduction to the issue on compressive sensing".
IEEE Journal on Selected Topics in Signal Processing 4 2 (2010): 241-243. http://www.scopus.com/inward/record.url?eid=2-s2.0-77949742215&partnerID=MN8TOARS.
10.1109/JSTSP.2010.2043892
- Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Multiplicative noise removal using variable splitting and constrained optimization".
IEEE Transactions on Image Processing 19 7 (2010): 1720-1730. http://www.scopus.com/inward/record.url?eid=2-s2.0-77953690109&partnerID=MN8TOARS.
10.1109/TIP.2010.2045029
- Nascimento, J.C.; Figueiredo, M.A.T.; Marques, J.S.. "Trajectory classification using switched dynamical hidden markov models".
IEEE Transactions on Image Processing 19 5 (2010): 1338-1348. http://www.scopus.com/inward/record.url?eid=2-s2.0-77951262336&partnerID=MN8TOARS.
10.1109/TIP.2009.2039664
- André Filipe Torres Martins; Noah A. Smith; Eric P. Xing; Pedro Aguiar; Mario A. T. Figueiredo. "Nonextensive information
theoretic kernels on measures". Journal of Machine Learning Research 10 (2009): 937-975. http://www.it.pt/Publications/PaperJournal/6441.
- Martins, A.F.T.; Smith, N.A.; Xing, E.P.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Nonextensive information theoretic kernels
on measures". Journal of Machine Learning Research 10 (2009): 935-975. http://www.scopus.com/inward/record.url?eid=2-s2.0-66549127714&partnerID=MN8TOARS.
- Bicego, M.; Figueiredo, M.A.T.. "Soft clustering using weighted one-class support vector machines". Pattern Recognition
42 1 (2009): 27-32. http://www.scopus.com/inward/record.url?eid=2-s2.0-51649108757&partnerID=MN8TOARS.
10.1016/j.patcog.2008.07.004
- Wright, S.J.; Nowak, R.D.; Figueiredo, M.A.T.. "Sparse reconstruction by separable approximation". IEEE Transactions on
Signal Processing 57 7 (2009): 2479-2493. http://www.scopus.com/inward/record.url?eid=2-s2.0-67650178787&partnerID=MN8TOARS.
10.1109/TSP.2009.2016892
- Lopes, M.B.; Wolff, J.-C.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Determination of the composition of counterfeit Heptodin™
tablets by near infrared chemical imaging and classical least squares estimation". Analytica Chimica Acta 641 1-2 (2009):
46-51. http://www.scopus.com/inward/record.url?eid=2-s2.0-64749096562&partnerID=MN8TOARS.
10.1016/j.aca.2009.03.034
- Oliveira, J.P.; Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "Adaptive total variation image deblurring: A majorization-minimization
approach". Signal Processing 89 9 (2009): 1683-1693. http://www.scopus.com/inward/record.url?eid=2-s2.0-67349204846&partnerID=MN8TOARS.
10.1016/j.sigpro.2009.03.018
- Nascimento, J.; Figueiredo, M.; Marques, J.. "Independent increment processes for human motion recognition". Computer Vision
and Image Understanding 109 2 (2008): 126-138. http://www.scopus.com/inward/record.url?eid=2-s2.0-37849051578&partnerID=MN8TOARS.
10.1016/j.cviu.2007.02.002
- Rabbat, M.G.; Figueiredo, M.A.T.; Nowak, R.D.. "Network inference from co-occurrences". IEEE Transactions on Information
Theory 54 9 (2008): 4053-4068. http://www.scopus.com/inward/record.url?eid=2-s2.0-51349143697&partnerID=MN8TOARS.
10.1109/TIT.2008.926315
- Bioucas-Dias, J.M.; Figueiredo, M.A.T.. "A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration".
IEEE Transactions on Image Processing 16 12 (2007): 2992-3004. http://www.scopus.com/inward/record.url?eid=2-s2.0-36749005582&partnerID=MN8TOARS.
10.1109/TIP.2007.909319
- Figueiredo, M.A.T.; Bioucas-Dias, J.M.; Nowak, R.D.. "Majorization-minimization algorithms for wavelet-based image restoration".
IEEE Transactions on Image Processing 16 12 (2007): 2980-2991. http://www.scopus.com/inward/record.url?eid=2-s2.0-36749072615&partnerID=MN8TOARS.
10.1109/TIP.2007.909318
- Figueiredo, M.A.T.; Nowak, R.D.; Wright, S.J.. "Gradient projection for sparse reconstruction: Application to compressed sensing
and other inverse problems". IEEE Journal on Selected Topics in Signal Processing 1 4 (2007): 586-597. http://www.scopus.com/inward/record.url?eid=2-s2.0-39449126969&partnerID=MN8TOARS.
10.1109/JSTSP.2007.910281
- Ferreira, A.J.; Figueiredo, M.A.T.. "On the use of independent component analysis for image compression". Signal Processing:
Image Communication 21 5 (2006): 378-389. http://www.scopus.com/inward/record.url?eid=2-s2.0-33646508766&partnerID=MN8TOARS.
10.1016/j.image.2006.01.002
- Pedro Aguiar; Mario A. T. Figueiredo. "Orientation in Manhattan: equiprojective classes and sequential estimation". IEEE
Trans. on Pattern Analysis and Machine Intelligence 27 5 (2005): 822-826. http://www.it.pt/Publications/PaperJournal/895.
- Martins, A.T.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Orientation in Manhattan: Equiprojective classes and sequential estimation".
IEEE Transactions on Pattern Analysis and Machine Intelligence 27 5 (2005): 822-827. http://www.scopus.com/inward/record.url?eid=2-s2.0-18144412041&partnerID=MN8TOARS.
10.1109/TPAMI.2005.107
- Jardim, S.M.G.V.B.; Figueiredo, M.A.T.. "Segmentation of fetal ultrasound images". Ultrasound in Medicine and Biology
31 2 (2005): 243-250. http://www.scopus.com/inward/record.url?eid=2-s2.0-13644263287&partnerID=MN8TOARS.
10.1016/j.ultrasmedbio.2004.11.003
- Krishnapuram, B.; Carin, L.; Figueiredo, M.A.T.; Hartemink, A.J.. "Sparse multinomial logistic regression: Fast algorithms
and generalization bounds". IEEE Transactions on Pattern Analysis and Machine Intelligence 27 6 (2005): 957-968. http://www.scopus.com/inward/record.url?eid=2-s2.0-21244437589&partnerID=MN8TOARS.
10.1109/TPAMI.2005.127
- Balaji Krishnapuram; Alexander Hartemink; Lawrence Carin; Mario A. T. Figueiredo. "A Bayesian approach to joint feature selection
and classifier design". IEEE Trans. on Pattern Analysis and Machine Intelligence 26 9 (2004): 1105-1111. http://www.it.pt/Publications/PaperJournal/884.
- Martin H. Law; Mario A. T. Figueiredo; Anil K. Jain. "Simultaneous feature selection and clustering using a mixture model".
IEEE Trans. on Pattern Analysis and Machine Intelligence 26 9 (2004): 1154-1166. http://www.it.pt/Publications/PaperJournal/854.
- Bicego, M.; Murino, V.; Figueiredo, M.A.T.. "Similarity-based classification of sequences using hidden Markov models". Pattern
Recognition 37 12 (2004): 2281-2291. http://www.scopus.com/inward/record.url?eid=2-s2.0-12344268029&partnerID=MN8TOARS.
10.1016/j.patcog.2004.04.005
- Law, M.H.C.; Figueiredo, M.A.T.; Jain, A.K.. "Simultaneous feature selection and clustering using mixture models". IEEE
Transactions on Pattern Analysis and Machine Intelligence 26 9 (2004): 1154-1166. http://www.scopus.com/inward/record.url?eid=2-s2.0-4344602134&partnerID=MN8TOARS.
10.1109/TPAMI.2004.71
- Feder, M.; Figueiredo, M.A.T.; Hero, A.O.; Lee, C.-H.; Loeliger, H.-A.; Nowak, R.; Singer, A.C.; Yu, B.. "Guest editorial:
Special issue on machine learning methods in signal processing". IEEE Transactions on Signal Processing 52 8 (2004):
http://www.scopus.com/inward/record.url?eid=2-s2.0-3543066947&partnerID=MN8TOARS.
10.1109/TSP.2004.831149
- Figueiredo, M.A.T.; Hancock, E.R.; Pelillo, M.; Zerubia, J.. "Guest Editors' Introduction to the Special Section on Energy
Minimization Methods in Computer Vision and Pattern Recognition". IEEE Transactions on Pattern Analysis and Machine Intelligence
26 2 (2004): 145-146. http://www.scopus.com/inward/record.url?eid=2-s2.0-0742303467&partnerID=MN8TOARS.
10.1109/TPAMI.2004.1262176
- Krishnapuram, B.; Hartemink, A.J.; Carin, L.; Figueiredo, M.A.T.. "A Bayesian approach to joint feature selection and classifier
design". IEEE Transactions on Pattern Analysis and Machine Intelligence 26 9 (2004): 1105-1111. http://www.scopus.com/inward/record.url?eid=2-s2.0-4344667429&partnerID=MN8TOARS.
10.1109/TPAMI.2004.55
- Mario A. T. Figueiredo; Edwin Hancock; Marcello Pelillo; Josiane Zerubia. "Introduction to the special section on energy minimization
methods in computer vision and pattern recognition". IEEE Trans. on Pattern Analysis and Machine Intelligence 25 11
(2003): 1361-1363. http://www.it.pt/Publications/PaperJournal/1438.
- Mario A. T. Figueiredo. "Adaptive Spareseness for Supervised Learning". IEEE Trans. on Pattern Analysis and Machine Intelligence
25 (2003): 1150-1159. http://www.it.pt/Publications/PaperJournal/561.
- Manuele Bicego; Vittorio Murino; Mario A. T. Figueiredo. "A sequential pruning strategy for the selection of the number of
states in hidden Markov models". Pattern Recognition Letters 24 9-10 (2003): 1405-1417. http://www.it.pt/Publications/PaperJournal/411.
- Figueiredo, M.A.T.; Hancock, E.R.; Pelillo, M.; Zerubia, J.. "Guest editor's introduction to the special section on energy
minimization methods in computer vision and pattern recognition". IEEE Transactions on Pattern Analysis and Machine Intelligence
25 11 (2003): 1361-1363. http://www.scopus.com/inward/record.url?eid=2-s2.0-0442280602&partnerID=MN8TOARS.
10.1109/TPAMI.2003.1240110
- Figueiredo, M.A.T.. "Adaptive sparseness for supervised learning". IEEE Transactions on Pattern Analysis and Machine Intelligence
25 9 (2003): 1150-1159. http://www.scopus.com/inward/record.url?eid=2-s2.0-0141836275&partnerID=MN8TOARS.
10.1109/TPAMI.2003.1227989
- Figueiredo, M.A.T.; Nowak, R.D.. "An EM Algorthim for Wavelet-Besed Image Restoration". IEEE Transactions on Image Processing
12 8 (2003): 906-916. http://www.scopus.com/inward/record.url?eid=2-s2.0-0142200827&partnerID=MN8TOARS.
10.1109/TIP.2003.814255
- Bicego, Manuele; Murino, Vittorio; Figueiredo, M.A.T.. "A sequential pruning strategy for the selection of the number of states
in hidden Markov models". Pattern Recognition Letters 24 9-10 (2003): 1395-1407. http://www.scopus.com/inward/record.url?eid=2-s2.0-0037410744&partnerID=MN8TOARS.
10.1016/S0167-8655(02)00380-X
- Mario A. T. Figueiredo; Anil K. Jain. "Unsupervised learning of finite mixture models". IEEE Trans. on Pattern Analysis
and Machine Intelligence 24 3 (2002): 381-396. http://www.it.pt/Publications/PaperJournal/410.
- Figueiredo, M.A.T.; Jain, A.K.. "Unsupervised learning of finite mixture models". IEEE Transactions on Pattern Analysis
and Machine Intelligence 24 3 (2002): 381-396. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036522404&partnerID=MN8TOARS.
10.1109/34.990138
- Mario A. T. Figueiredo; Robert Nowak. "Wavelet-Based image estimation: An empirical Bayes approach using Jeffreys' noninformative
prior". IEEE Trans. on Image Processing 10 9 (2001): 1322-1331. http://www.it.pt/Publications/PaperJournal/456.
- Aditya Vailaya; Mario A. T. Figueiredo; Anil K. Jain; Hong Jiang Zhang. "Image classification for content-based indexing".
IEEE Trans. on Image Processing 10 1 (2001): 117-130. http://www.it.pt/Publications/PaperJournal/696.
- Vailaya, A.; Figueiredo, M.A.T.; Jain, A.K.; Zhang, H.-J.. "Image classification for content-based indexing". IEEE Transactions
on Image Processing 10 1 (2001): 117-130. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035121074&partnerID=MN8TOARS.
10.1109/83.892448
- Figueiredo, M.A.T.; Nowak, R.D.. "Wavelet-based image estimation: An empirical Bayes approach using Jeffreys' noninformative
prior". IEEE Transactions on Image Processing 10 9 (2001): 1322-1331. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035442514&partnerID=MN8TOARS.
10.1109/83.941856
- Mario A. T. Figueiredo; Jose Manuel Nunes Leitão; Anil K. Jain. "Unsupervised contour representation and estimation using
B-splines and a minimum description length criterion". IEEE Trans. on Image Processing 9 6 (2000): 1075-187. http://www.it.pt/Publications/PaperJournal/697.
- Figueiredo, M.A.T.; Leitão, J.M.N.; Jain, A.K.. "Unsupervised contour representation and estimation using B-splines and a
minimum description length criterion". IEEE Transactions on Image Processing 9 6 (2000): 1075-1087. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033685859&partnerID=MN8TOARS.
10.1109/83.846249
- Mario A. T. Figueiredo; Jose Manuel Nunes Leitão. "Absolute phase image reconstruction: a stochastic nonlinear filtering approach".
IEEE Trans. on Image Processing 7 7 (1998): 868-882. http://www.it.pt/Publications/PaperJournal/698.
- Leitão, J.M.N.; Figueiredo, M.A.T.. "Absolute phase image reconstruction: A stochastic nonlinear filtering approach". IEEE
Transactions on Image Processing 7 6 (1998): 868-882. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032096652&partnerID=MN8TOARS.
10.1109/83.679433
- Mario A. T. Figueiredo; Jose Manuel Nunes Leitão. "Unsupervised image restoration and edge location using compound Gauss-Markov
random fields and the MDL principle". IEEE Trans. on Image Processing 6 8 (1997): 1089-1102. http://www.it.pt/Publications/PaperJournal/699.
- Figueiredo, M.A.T.; Leitão, J.M.N.. "Unsupervised image restoration and edge location using compound Gauss-Markov random fields
and the MDL principle". IEEE Transactions on Image Processing 6 8 (1997): 1089-1102. http://www.scopus.com/inward/record.url?eid=2-s2.0-0031213473&partnerID=MN8TOARS.
10.1109/83.605407
- Mario A. T. Figueiredo; Jose Manuel Nunes Leitão. "A nonsmoothing approach to the estimation of vessel contours in angiograms".
IEEE Trans. on Medical Imaging 14 (1995): 162-172. http://www.it.pt/Publications/PaperJournal/700.
- Figueiredo, Mario A.T.; Leitao, Jose M.N.. "Nonsmoothing approach to the estimation of vessel contours in angiograms". IEEE
Transactions on Medical Imaging 14 1 (1995): 162-172. http://www.scopus.com/inward/record.url?eid=2-s2.0-0029270287&partnerID=MN8TOARS.
10.1109/42.370413
- Mario A. T. Figueiredo; Jose Manuel Nunes Leitão. "Sequential and parallel image restoration: Neural network implementations".
IEEE Trans. on Image Processing 3 (1994): 789-802. http://www.it.pt/Publications/PaperJournal/701.
- Figueiredo, Mario A.T.; Leitao, Jose M.N.. "Sequential and parallel image restoration: Neural network implementations". IEEE
Transactions on Image Processing 3 6 (1994): 789-801. http://www.scopus.com/inward/record.url?eid=2-s2.0-0028546891&partnerID=MN8TOARS.
10.1109/83.336248
- Mario A. T. Figueiredo; Jose Manuel Nunes Leitão. "Bayesian estimation of ventricular contours in angiographic images". IEEE
Trans. on Medical Imaging 11 3 (1992): 416-429. http://www.it.pt/Publications/PaperJournal/702.
- Teles de Figueiredo, Mario; Leitao, JoseM.N.. "Bayesian estimation of ventricular contours in angiographic images". IEEE
Transactions on Medical Imaging 11 3 (1992): 416-429. http://www.scopus.com/inward/record.url?eid=2-s2.0-0026923823&partnerID=MN8TOARS.
10.1109/42.158946
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| Capítulo de livro |
- Marek Smieja; Maciej Kolomycki; Lukasz Struski; Mateusz Juda; Mário A. T. Figueiredo. "Iterative Imputation of Missing Data
Using Auto-Encoder Dynamics". 258-269. Springer International Publishing, 2020.
10.1007/978-3-030-63836-8_22
- Teodoro, Afonso M.; Bioucas-Dias, Jose M.; Figueiredo, Mario A. T.; IEEE. "IMAGE RESTORATION AND RECONSTRUCTION USING VARIABLE
SPLITTING AND CLASS-ADAPTED IMAGE PRIORS". 3518-3522. 2016.
- Teodoro, Afonso M.; Bioucas-Dias, Jose M.; Figueiredo, Mario A. T.; IEEE. "IMAGE RESTORATION WITH LOCALLY SELECTED CLASS-ADAPTED
MODELS". 2016.
- Bioucas-Dias, Jose M.; Figueiredo, Mario A. T.; IEEE. "BAYESIAN IMAGE SEGMENTATION USING HIDDEN FIELDS: SUPERVISED, UNSUPERVISED,
AND SEMI-SUPERVISED FORMULATIONS". 523-527. 2016.
- Ferreira, Artur J.; Figueiredo, Mario A. T.; Paredes, R; Cardoso, JS; Pardo, XM. "Exploiting the Bin-Class Histograms for
Feature Selection on Discrete Data". 345-353. 2015.
10.1007/978-3-319-19390-8_39
- Lourenco, Andre; Bulo, Samuel Rota; Rebagliati, Nicola; Fred, Ana; Figueiredo, Mario; Pelillo, Marcello; Fred, A; DeMarsico,
M. "A MAP Approach to Evidence Accumulation Clustering". 85-100. 2015.
10.1007/978-3-319-12610-4_6
- Lourenço, André; Rota Bulò, Samuel; Fred, Ana; Pelillo, Marcello; Figueiredo, Mário. "Consensus Clustering with Robust Evidence
Accumulation". In Energy Minimization Methods in Computer Vision and Pattern Recognition, 307-320. Springer Berlin
Heidelberg, 2013.
10.1007/978-3-642-40395-8_23
- Ferreira, A.J.; Figueiredo, M.A.T.. "Boosting algorithms: A review of methods, theory, and applications". 2012.
10.1007/9781441993267_2
- Ferreira, A.; Figueiredo, M.. "Unsupervised joint feature discretization and selection". 2011.
10.1007/978-3-642-21257-4_25
- Lourenço, A.; Fred, A.; Figueiredo, M.. "A generative dyadic aspect model for evidence accumulation clustering". 2011.
10.1007/978-3-642-24471-1_8
- Martins, A.F.T.; Bicego, M.; Murino, V.; Aguiar, P.M.Q.; Figueiredo, M.A.T.. "Information theoretical kernels for generative
embeddings based on hidden markov models". 2010.
10.1007/978-3-642-14980-1_45
- Nascimento, J.C.; Figueiredo, M.A.T.; Marques, J.S.. "Trajectory modeling using mixtures of vector fields". 2009.
10.1007/978-3-642-02172-5_7
- Ferreira, A.J.; Oliveira, A.L.; Figueiredo, M.A.T.. "On the suitability of suffix arrays for Lempel-Ziv data compression".
2009.
10.1007/978-3-642-05197-5_19
- Nascimento, J.C.; Figueiredo, M.A.T.; Marques, J.S.. "On-line classification of human activities". 2007.
- Oliveira, J.P.; Figueiredo, M.A.T.; Bioucas-Dias, J.M.. "Blind estimation of motion blur parameters for image deconvolution".
2007.
- Figueiredo, M.A.T.. "On semi-supervised learning". 2006.
- Latorre, P.; Peris-Fajarnes, G.; Figueiredo, M.A.T.. "Image segmentation for the application of the neugebauer colour prediction
model on inkjet printed ceramic tiles". 2005.
10.1007/11559573_2
- Figueiredo, M.A.T.. "Bayesian image segmentation using gaussian field priors". 2005.
10.1007/11585978_6
- Beirão, C.L.; Figueiredo, M.A.T.. "Defect detection in textile images using gabor filters". 2004.
- Figueiredo, M.A.T.; Jain, A.K.; Law, M.H.. "A feature selection wrapper for mixtures". 2003.
- Figueiredo, M.A.T.; Leitão, J.M.N.; Jain, A.K.. "On fitting mixture models". 1999.
10.1007/3-540-48432-9_5
- Figueiredo, M.A.T.; LeitAo, J.M.N.; Jain, A.K.. "Adaptive parametrically deformable contours". 1997.
10.1007/3-540-62909-2_71
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