Maria J. Rosa

Publication Activity (10 Years)

Years Active: 2009-2018
Publications (10 Years): 2

Top Topics

Multiple Kernel

Dirichlet Process

Hyperparameters

Pattern Recognition

Top Venues

Neuroinformatics

Publications

Fabio S. Ferreira, Maria J. Rosa, Michael Moutoussis, Ray Dolan, John Shawe-Taylor, John Ashburner, Janaina Mourão Miranda
Sparse PLS hyper-parameters optimisation for investigating brain-behaviour relationships. PRNI (2018)
Jessica Schrouff, João M. Monteiro, Liana Catarina Lima Portugal, Maria J. Rosa, Christophe Phillips, Janaina Mourão Miranda
Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models. Neuroinformatics 16 (1) (2018)
Maria J. Rosa, Liana Catarina Lima Portugal, Tim Hahn, Andreas J. Fallgatter, Marta I. Garrido, John Shawe-Taylor, Janaina Mourão Miranda
Sparse network-based models for patient classification using fMRI. NeuroImage 105 (2015)
Andre F. Marquand, Steven C. R. Williams, Orla M. Doyle, Maria J. Rosa
Full Bayesian multi-task learning for multi-output brain decoding and accommodating missing data. PRNI (2014)
Jessica Schrouff, Maria J. Rosa, Jane M. Rondina, Andre F. Marquand, Carlton Chu, John Ashburner, Christophe Phillips, Jonas Richiardi, Janaina Mourão Miranda
PRoNTo: Pattern Recognition for Neuroimaging Toolbox. Neuroinformatics 11 (3) (2013)
Maria J. Rosa, Liana Catarina Lima Portugal, John Shawe-Taylor, Janaina Mourão Miranda
Sparse Network-Based Models for Patient Classification Using fMRI. PRNI (2013)
Maria J. Rosa, James Kilner, Will D. Penny
Bayesian Comparison of Neurovascular Coupling Models Using EEG-fMRI. PLoS Comput. Biol. 7 (6) (2011)
Maria J. Rosa, James Kilner, Felix Blankenburg, Oliver Josephs, Will D. Penny
Estimating the transfer function from neuronal activity to BOLD using simultaneous EEG-fMRI. NeuroImage 49 (2) (2010)
Will D. Penny, Klaas E. Stephan, Jean Daunizeau, Maria J. Rosa, Karl J. Friston, Thomas M. Schofield, Alexander P. Leff
Comparing Families of Dynamic Causal Models. PLoS Comput. Biol. 6 (3) (2010)
Maria J. Rosa, Sven Bestmann, Lee M. Harrison, Will D. Penny
Bayesian model selection maps for group studies. NeuroImage 49 (1) (2010)
Cláudia S. Sarrico, Pedro N. Teixeira, Maria J. Rosa, Margarida F. Cardoso
Subject mix and productivity in Portuguese universities. Eur. J. Oper. Res. 197 (1) (2009)