sample of publications
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articles
- Predicting the effectiveness of drugs used for treating cardiovascular conditions in newborn infants. PEDIATRIC RESEARCH. 2023
- Adaptive Sparse Gaussian Process. IEEE Transactions on Neural Networks and Learning Systems. 1-14. 2023
- Sign-consistency based variable importance for machine learning in brain imaging. NEUROINFORMATICS. 17:593-609. 2019
- Partial Discharge Spectral Characterization in HF, VHF and UHF Bands Using Particle Swarm Optimization. SENSORS. 18. 2018
- Robust Condition Assessment of Electrical Equipment with One Class Support Vector Machines Based on the Measurement of Partial Discharges. Energies. 11. 2018
- Detection of partial discharge sources using UHF sensors and blind signal separation. SENSORS. 17:1-13. 2017
- A novel framework for parsimonious multivariate analysis. PATTERN RECOGNITION. 71:173-186. 2017
- Multiple partial discharge source discrimination with multiclass support vector machines. EXPERT SYSTEMS WITH APPLICATIONS. 55:417-428. 2016
- Discovering brain regions relevant to obsessive-compulsive disorder identification through bagging and transduction. MEDICAL IMAGE ANALYSIS. 18:435-448. 2014
- PAC-bayes bounds with data dependent priors. JOURNAL OF MACHINE LEARNING RESEARCH. 13:3507-3531. 2012
- Low-cost model selection for SVMs using local features. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 25:1203-1211. 2012
- State-space dynamics distance for clustering sequential data. PATTERN RECOGNITION. 44:1014-1022. 2011
- A New Distance Measure for Model-Based Sequence Clustering. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 31:1325-1331. 2009
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conference contributions
- PAC-Bayes bounds for stable algorithms with instance-dependent priors 2018
- Voxel importance in classifier ensembles based on sign consistency patterns: application to sMRI 2016
- Interference-aware MIMO precoder design with realistic power constraints. 164-168. 2013
- Classifier-Based Affinities for Clustering Sets of Vectors. 1-6. 2012
- Music Genre Classification Based on Dynamical Models 2012
- Voxel Selection in MRI Through Bagging and Conformal Analysis: Application to Detection of Obsessive Complusive Disorder 2012
- Identification of OCD-relevant brain areas through Multivariate Feature Selection. 1-8. 2011
- Selective Multitask Learning by Coupling Common and Private Representation 2008