Alexandre Savio

Publication Activity (10 Years)

Years Active: 2009-2017
Publications (10 Years): 5

Top Topics

Wrapper Feature Selection

Computer Aided Diagnosis

Trained Classifiers

Top Venues

SOCO-CISIS-ICEUTE

Frontiers Neuroinformatics

Publications

Alexandre Savio, Michael Schutte, Manuel Graña, Igor Yakushev
Pypes: Workflows for Processing Multimodal Neuroimaging Data. Frontiers Neuroinformatics 11 (2017)
Maite Termenon, Manuel Graña, Alexandre Savio, Anton Akusok, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
Brain MRI morphological patterns extraction tool based on Extreme Learning Machine and majority vote classification. Neurocomputing 174 (2016)
Alexandre Savio, Manuel Graña
Local activity features for computer aided diagnosis of schizophrenia on resting-state fMRI. Neurocomputing 164 (2015)
Darya Chyzhyk, Alexandre Savio, Manuel Graña
Computer aided diagnosis of schizophrenia on resting state fMRI data by ensembles of ELM. Neural Networks 68 (2015)
George A. Papakostas, Alexandre Savio, Manuel Graña, Vassilis G. Kaburlasos
A lattice computing approach to Alzheimer's disease computer assisted diagnosis based on MRI data. Neurocomputing 150 (2015)
Darya Chyzhyk, Alexandre Savio, Manuel Graña
Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI. Neurocomputing 128 (2014)
Alexandre Savio, Darya Chyzhyk, Manuel Graña
Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI. HAIS (2014)
Alexandre Savio, Manuel Graña
An Ensemble of Classifiers Guided by the AAL Brain Atlas for Alzheimer's Disease Detection. IWANN (2) (2013)
Manuel Graña, Ion Marqués, Alexandre Savio, Bruno Apolloni
A Domestic Application of Intelligent Social Computing: The SandS Project. SOCO-CISIS-ICEUTE (2013)
Borja Ayerdi, Alexandre Savio, Manuel Graña
Meta-ensembles of Classifiers for Alzheimer's Disease Detection Using Independent ROI Features. IWINAC (2) (2013)
Alexandre Savio, Manuel Graña
Deformation based feature selection for Computer Aided Diagnosis of Alzheimer's Disease. Expert Syst. Appl. 40 (5) (2013)
Alexandre Savio
Supervised classification using deformation-based features for Alzheimer's disease detection on the OASIS cross-sectional database. KES (2012)
Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora
Hybrid dendritic computing with kernel-LICA applied to Alzheimer's disease detection in MRI. Neurocomputing 75 (1) (2012)
Alexandre Savio, M. Teresa García-Sebastián, Darya Chyzhyk, Carmen Hernández, Manuel Graña, A. Sistiaga, A. López de Munain, Jorge Villanúa
Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI. Comput. Biol. Medicine 41 (8) (2011)
Alexandre Savio, Manuel Graña, Jorge Villanúa
Deformation Based Features for Alzheimer's Disease Detection with Linear SVM. HAIS (2) (2011)
Darya Chyzhyk, Maite Termenon, Alexandre Savio
A Comparison of VBM Results by SPM, ICA and LICA. HAIS (2) (2010)
Manuel Graña, Alexandre Savio, Maite García-Sebastián, Elsa Fernández
A lattice computing approach for on-line fMRI analysis. Image Vis. Comput. 28 (7) (2010)
Alexandre Savio, Maite García-Sebastián, Carmen Hernández, Manuel Graña, Jorge Villanúa
Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection. IDEAL (2009)
Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa
Results of an Adaboost Approach on Alzheimer's Disease Detection on MRI. IWINAC (2) (2009)