Alfredo Vellido
Alfredo Vellido
Associate Professor in Computational Intelligence, Technical University of Catalonia
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Neural networks in business: a survey of applications (1992–1998)
A Vellido, PJG Lisboa, J Vaughan
Expert Systems with applications 17 (1), 51-70, 1999
Applying data mining techniques to e-learning problems
F Castro, A Vellido, A Nebot, F Mugica
Evolution of teaching and learning paradigms in intelligent environment, 183-221, 2007
Making machine learning models interpretable.
A Vellido, JD Martín-Guerrero, PJG Lisboa
ESANN 12, 163-172, 2012
Segmentation of the on-line shopping market using neural networks
A Vellido, PJG Lisboa, K Meehan
Expert systems with applications 17 (4), 303-314, 1999
Quantitative characterization and prediction of on-line purchasing behavior: A latent variable approach
A Vellido, PJG Lisboa, K Meehan
International journal of electronic commerce 4 (4), 83-104, 2000
Business applications of neural networks: the state-of-the-art of real-world applications
PJG Lisboa, B Edisbury, A Vellido
World scientific, 2000
Data mining in cancer research [application notes]
PJG Lisboa, A Vellido, R Tagliaferri, F Napolitano, M Ceccarelli, ...
IEEE computational intelligence magazine 5 (1), 14-18, 2010
Clustering educational data
A Vellido, F Castro, A Nebot
Handbook of educational data mining, 75-92, 2010
Missing data imputation through GTM as a mixture of t-distributions
A Vellido
Neural Networks 19 (10), 1624-1635, 2006
Identification of fuzzy models to predict students performance in an e-learning environment
A Nebot, F Castro, A Vellido, F Mugica
The Fifth IASTED international conference on web-based education, WBE, 74-79, 2006
Detecting atypical student behaviour on a e-learning system
F Castro, AV Alacena, AN Castells, J Minguillon
Actas del I Simposio Nacional de Tecnologías de la Información y de las …, 2005
Advances in clustering and visualization of time series using GTM through time
I Olier, A Vellido
Neural networks 21 (7), 904-913, 2008
Convex non-negative matrix factorization for brain tumor delimitation from MRSI data
S Ortega-Martorell, PJG Lisboa, A Vellido, RV Simões, M Pumarola, ...
PloS one 7 (10), e47824, 2012
Selective smoothing of the generative topographic mapping
A Vellido, W El-Deredy, PJG Lisboa
IEEE Transactions on Neural Networks 14 (4), 847-852, 2003
Assessment of statistical and neural networks methods in NMR spectral classification and metabolite selection
PJG Lisboa, SPJ Kirby, A Vellido, YYB Lee, W El‐Deredy
NMR in Biomedicine: An International Journal Devoted to the Development and …, 1998
Classification of human brain tumours from MRS data using Discrete Wavelet Transform and Bayesian Neural Networks
C Arizmendi, A Vellido, E Romero
Expert Systems with Applications 39 (5), 5223-5232, 2012
Severe sepsis mortality prediction with relevance vector machines
VJ Ribas, JC López, A Ruiz-Sanmartín, JC Ruiz-Rodríguez, J Rello, ...
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
Learning what is important: feature selection and rule extraction in a virtual course.
TA Etchells, À Nebot, A Vellido, PJG Lisboa, F Mugica
ESANN, 401-406, 2006
Robust analysis of MRS brain tumour data using t-GTM
A Vellido, PJG Lisboa, D Vicente
Neurocomputing 69 (7-9), 754-768, 2006
Outlier exploration and diagnostic classification of a multi-centre 1H-MRS brain tumour database
A Vellido, E Romero, FF González-Navarro, LA Belanche-Muñoz, ...
Neurocomputing 72 (13-15), 3085-3097, 2009
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