Search the dblp DataBase
Alfredo Vellido :
[Publications ]
[Author Rank by year ]
[Co-authors ]
[Prefers ]
[Cites ]
[Cited by ]
Publications of Author
Terence A. Etchells , Àngela Nebot , Alfredo Vellido , Paulo J. G. Lisboa , Francisco Mugica Learning what is important: feature selection and rule extraction in a virtual course. [Citation Graph (0, 0)][DBLP ] ESANN, 2006, pp:401-406 [Conf ] Alfredo Vellido , Paulo J. G. Lisboa Functional topographic mapping for robust handling of outliers in brain tumour data. [Citation Graph (0, 0)][DBLP ] ESANN, 2005, pp:133-138 [Conf ] Alfredo Vellido , Paulo J. G. Lisboa , Dolores Vicente Handling outliers and missing data in brain tumour clinical assessment using t-GTM. [Citation Graph (0, 0)][DBLP ] ESANN, 2005, pp:121-126 [Conf ] Felix Castro , Alfredo Vellido , Àngela Nebot , Julià Minguillón Finding Relevant Features to Characterize Student Behavior on an e-Learning System. [Citation Graph (0, 0)][DBLP ] FECS, 2005, pp:210-0 [Conf ] Alfredo Vellido Assessment of an Unsupervised Feature Selection Method for Generative Topographic Mapping. [Citation Graph (0, 0)][DBLP ] ICANN (2), 2006, pp:361-370 [Conf ] Alfredo Vellido Neural Networks for B2C E-Commerce Analysis: Some Elements of Best Practice. [Citation Graph (0, 0)][DBLP ] ICEIS, 2002, pp:439-445 [Conf ] Iván Olier , Alfredo Vellido Time Series Relevance Determination Through a Topology-Constrained Hidden Markov Model. [Citation Graph (0, 0)][DBLP ] IDEAL, 2006, pp:40-47 [Conf ] Jordi Poveda , Alfredo Vellido Neural Network Models for Language Acquisition: A Brief Survey. [Citation Graph (0, 0)][DBLP ] IDEAL, 2006, pp:1346-1357 [Conf ] Alfredo Vellido , Terence A. Etchells , David L. García , Àngela Nebot Describing Customer Loyalty to Spanish Petrol Stations Through Rule Extraction. [Citation Graph (0, 0)][DBLP ] IDEAL, 2006, pp:970-977 [Conf ] Iván Olier , Alfredo Vellido Comparative Assessment of the Robustness of Missing Data Imputation Through Generative Topographic Mapping. [Citation Graph (0, 0)][DBLP ] IWANN, 2005, pp:787-794 [Conf ] Alfredo Vellido , Paulo J. G. Lisboa , Karon Meehan Segmenting the e-Commerce Market Using the Generative Topographic Mapping. [Citation Graph (0, 0)][DBLP ] MICAI, 2000, pp:470-481 [Conf ] Alfredo Vellido , Paulo J. G. Lisboa , Karon Meehan The generative topographic mapping as a principal model for data visualization and market segmentation: an electronic commerce case. [Citation Graph (0, 0)][DBLP ] Int. J. Comput. Syst. Signal, 2000, v:1, n:2, pp:119-138 [Journal ] Alfredo Vellido , Paulo J. G. Lisboa , Dolores Vicente Robust analysis of MRS brain tumour data using t -GTM. [Citation Graph (0, 0)][DBLP ] Neurocomputing, 2006, v:69, n:7-9, pp:754-768 [Journal ] Alfredo Vellido , Paulo J. G. Lisboa An Electronic Commerce Application of the Bayesian Framework for MLPs: The Effect of Marginalisation and ARD. [Citation Graph (0, 0)][DBLP ] Neural Computing and Applications, 2001, v:10, n:1, pp:3-11 [Journal ] Paulo J. G. Lisboa , Alfredo Vellido , H. Wong Bias reduction in skewed binary classification with Bayesian neural networks. [Citation Graph (0, 0)][DBLP ] Neural Networks, 2000, v:13, n:4-5, pp:407-410 [Journal ] Alfredo Vellido Missing data imputation through GTM as a mixture of t-distributions. [Citation Graph (0, 0)][DBLP ] Neural Networks, 2006, v:19, n:10, pp:1624-1635 [Journal ] Raúl Cruz-Barbosa , Alfredo Vellido On the Initialization of Two-Stage Clustering with Class-GTM. [Citation Graph (0, 0)][DBLP ] CAEPIA, 2007, pp:50-59 [Conf ] Alfredo Vellido , Paulo J. G. Lisboa Neural Networks and Other Machine Learning Methods in Cancer Research. [Citation Graph (0, 0)][DBLP ] IWANN, 2007, pp:964-971 [Conf ] Raúl Cruz-Barbosa , Alfredo Vellido On the Influence of Class Information in the Two-Stage Clustering of a Human Brain Tumour Dataset. [Citation Graph (0, 0)][DBLP ] MICAI, 2007, pp:472-482 [Conf ] Frequency Selection for the Diagnostic Characterization of Human Brain Tumours. [Citation Graph (, )][DBLP ] Identification of churn routes in the Brazilian telecommunications market. [Citation Graph (, )][DBLP ] DSS-oriented exploration of a multi-centre magnetic resonance spectroscopy brain tumour dataset through visualization. [Citation Graph (, )][DBLP ] Machine learning in cancer research: implications for personalised medicine. [Citation Graph (, )][DBLP ] Geodesic Generative Topographic Mapping. [Citation Graph (, )][DBLP ] Assessment of the Effect of Noise on an Unsupervised Feature Selection Method for Generative Topographic Mapping. [Citation Graph (, )][DBLP ] Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors. [Citation Graph (, )][DBLP ] Variational GTM. [Citation Graph (, )][DBLP ] On the Improvement of the Mapping Trustworthiness and Continuity of a Manifold Learning Model. [Citation Graph (, )][DBLP ] Semi-supervised Outcome Prediction for a Type of Human Brain Tumour Using Partially Labeled MRS Information. [Citation Graph (, )][DBLP ] On the benefits for model regularization of a variational formulation of GTM. [Citation Graph (, )][DBLP ] The effect of noise and sample size on an unsupervised feature selection method for manifold learning. [Citation Graph (, )][DBLP ] A variational formulation for GTM through time. [Citation Graph (, )][DBLP ] Feature Selection with Single-Layer Perceptrons for a Multicentre 1H-MRS Brain Tumour Database. [Citation Graph (, )][DBLP ] Rule-Based Assistance to Brain Tumour Diagnosis Using LR-FIR. [Citation Graph (, )][DBLP ] Exploratory Characterization of Outliers in a Multi-centre 1H-MRS Brain Tumour Dataset. [Citation Graph (, )][DBLP ] Two-Stage Clustering of a Human Brain Tumour Dataset using Manifold Learning Models. [Citation Graph (, )][DBLP ] Unfolding the Manifold in Generative Topographic Mapping. [Citation Graph (, )][DBLP ] Comparative Evaluation of Semi-supervised Geodesic GTM. [Citation Graph (, )][DBLP ] On the improvement of brain tumour data clustering using class information. [Citation Graph (, )][DBLP ] Search in 0.005secs, Finished in 0.283secs