Rosa Chaves

According to our database1, Rosa Chaves authored at least 25 papers between 2008 and 2013.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2013
Integrating discretization and association rule-based classification for Alzheimer's disease diagnosis.
Expert Syst. Appl., 2013

2012
Functional brain image classification using association rules defined over discriminant regions.
Pattern Recognit. Lett., 2012

Effective diagnosis of Alzheimer's disease by means of large margin-based methodology.
BMC Medical Informatics Decis. Mak., 2012

A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database.
Neurocomputing, 2012

Association rule-based feature selection method for Alzheimer's disease diagnosis.
Expert Syst. Appl., 2012

Automatic differentiation between controls and Parkinson's disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discriminant Ratio.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

Effective voxel selection method over FDG-PET database based on Association Rules.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

2011
<sup>18</sup>F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis.
Inf. Sci., 2011

Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease.
Neurocomputing, 2011

Computer aided diagnosis of Alzheimer's disease using component based SVM.
Appl. Soft Comput., 2011

A Quantitative Study on Acupuncture Effects for Fighting Migraine Using SPECT Images.
Proceedings of the New Challenges on Bioinspired Applications, 2011

Distance Metric Learning as Feature Reduction Technique for the Alzheimer's Disease Diagnosis.
Proceedings of the New Challenges on Bioinspired Applications, 2011

Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning and Random Forest.
Proceedings of the New Challenges on Bioinspired Applications, 2011

SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2010
Early Alzheimer's disease diagnosis using partial least squares and random forests.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Partial Least Squares for Feature Extraction of SPECT Images.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Exploring Symmetry to Assist Alzheimer's Disease Diagnosis.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Effective Diagnosis of Alzheimer's Disease by Means of Association Rules.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009
Functional Brain Image Classification Techniques for Early Alzheimer Disease Diagnosis.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification.
Proceedings of the Advances in Neural Networks, 2009

2008
Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data.
Proceedings of the Computational Science, 2008


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