Albert Vilamala

Publication Activity (10 Years)

Years Active: 2010-2017
Publications (10 Years): 6

Top Topics

Negative Matrix Factorization

Adaptive Smoothing

Top Venues

Publications

Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring. CoRR (2017)
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoring. MLSP (2017)
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Adaptive Smoothing in fMRI Data Processing Neural Networks. CoRR (2017)
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Adaptive smoothing in fMRI data processing neural networks. PRNI (2017)
Albert Vilamala, Alfredo Vellido, Lluís A. Belanche
Bayesian semi non-negative matrix factorisation. ESANN (2016)
Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen
Towards end-to-end optimisation of functional image analysis pipelines. CoRR (2016)
Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido
A MAP approach for convex non-negative matrix factorization in the diagnosis of brain tumors. PRNI (2014)
Albert Vilamala, Lluís Belanche
Improving Stability of Feature Selection for Brain Tumour Diagnosis Using 1H-MRS Data. IWBBIO (2014)
Albert Vilamala, Paulo J. G. Lisboa, Sandra Ortega-Martorell, Alfredo Vellido
Discriminant Convex Non-negative Matrix Factorization for the classification of human brain tumours. Pattern Recognit. Lett. 34 (14) (2013)
Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido
H-MRS data using Breadth Ensemble Learning. IJCNN (2012)
Albert Vilamala, Enric Plaza, Josep Lluís Arcos
Learning from Sensors and Past Experience in an Autonomous Oceanographic Probe. IAAI (2010)