Alfredo Vellido

	2009
42		Raúl Cruz-Barbosa, Alfredo Vellido: Comparative Evaluation of Semi-supervised Geodesic GTM. HAIS 2009: 344-351
41		Raúl Cruz-Barbosa, Alfredo Vellido: Semi-supervised Outcome Prediction for a Type of Human Brain Tumour Using Partially Labeled MRS Information. IDEAL 2009: 168-175
40		Enrique Romero, Alfredo Vellido, Josep M. Sopena: Feature Selection with Single-Layer Perceptrons for a Multicentre 1H-MRS Brain Tumour Database. IWANN (1) 2009: 1013-1020
39		Alfredo Vellido, Enrique Romero, Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Margarida Julià-Sapé, Carles Arús: Outlier exploration and diagnostic classification of a multi-centre 1H-MRS brain tumour database. Neurocomputing 72(13-15): 3085-3097 (2009)
38		Frank-Michael Schleif, Michael Biehl, Alfredo Vellido: Advances in machine learning and computational intelligence. Neurocomputing 72(7-9): 1377-1378 (2009)
	2008
37		Raúl Cruz-Barbosa, Alfredo Vellido: Two-Stage Clustering of a Human Brain Tumour Dataset using Manifold Learning Models. BIOSIGNALS (2) 2008: 191-196
36		Alfredo Vellido, Elia Biganzoli, Paulo J. G. Lisboa: Machine learning in cancer research: implications for personalised medicine. ESANN 2008: 55-64
35		Enrique Romero, Margarida Julià-Sapé, Alfredo Vellido: DSS-oriented exploration of a multi-centre magnetic resonance spectroscopy brain tumour dataset through visualization. ESANN 2008: 95-100
34		Raúl Cruz-Barbosa, Alfredo Vellido: Unfolding the Manifold in Generative Topographic Mapping. HAIS 2008: 392-399
33		Raúl Cruz-Barbosa, Alfredo Vellido: Geodesic Generative Topographic Mapping. IBERAMIA 2008: 113-122
32		Alfredo Vellido, Jorge S. Velazco: Assessment of the Effect of Noise on an Unsupervised Feature Selection Method for Generative Topographic Mapping. ICEIS (2) 2008: 424-430
31		Paulo J. G. Lisboa, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús: Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors. ICMLA 2008: 613-618
30		Raúl Cruz-Barbosa, Alfredo Vellido: On the Improvement of the Mapping Trustworthiness and Continuity of a Manifold Learning Model. IDEAL 2008: 266-273
29		Iván Olier, Alfredo Vellido: On the benefits for model regularization of a variational formulation of GTM. IJCNN 2008: 1568-1575
28		Iván Olier, Alfredo Vellido: A variational formulation for GTM through time. IJCNN 2008: 516-521
27		Alfredo Vellido, Jorge S. Velazco: The effect of noise and sample size on an unsupervised feature selection method for manifold learning. IJCNN 2008: 522-527
26		Àngela Nebot, Félix Castro, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús: Rule-Based Assistance to Brain Tumour Diagnosis Using LR-FIR. KES (2) 2008: 173-180
25		Alfredo Vellido, Margarida Julià-Sapé, Enrique Romero, Carles Arús: Exploratory Characterization of Outliers in a Multi-centre 1H-MRS Brain Tumour Dataset. KES (2) 2008: 189-196
24		Iván Olier, Alfredo Vellido: Advances in clustering and visualization of time series using GTM through time. Neural Networks 21(7): 904-913 (2008)
	2007
23		Raúl Cruz-Barbosa, Alfredo Vellido: On the Initialization of Two-Stage Clustering with Class-GTM. CAEPIA 2007: 50-59
22		David L. García, Alfredo Vellido, Àngela Nebot: Identification of churn routes in the Brazilian telecommunications market. ESANN 2007: 585-590
21		Iván Olier, Alfredo Vellido: Variational GTM. IDEAL 2007: 77-86
20		Alfredo Vellido, Paulo J. G. Lisboa: Neural Networks and Other Machine Learning Methods in Cancer Research. IWANN 2007: 964-971
19		Raúl Cruz-Barbosa, Alfredo Vellido: On the Influence of Class Information in the Two-Stage Clustering of a Human Brain Tumour Dataset. MICAI 2007: 472-482
18		Alfredo Vellido, Eugenia Martí, Joaquim Comas, Ignasi Rodríguez-Roda, Francesc Sabater: Exploring the ecological status of human altered streams through Generative Topographic Mapping. Environmental Modelling and Software 22(7): 1053-1065 (2007)
	2006
17		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. ESANN 2006: 401-406
16		Alfredo Vellido: Assessment of an Unsupervised Feature Selection Method for Generative Topographic Mapping. ICANN (2) 2006: 361-370
15		Jordi Poveda, Alfredo Vellido: Neural Network Models for Language Acquisition: A Brief Survey. IDEAL 2006: 1346-1357
14		Iván Olier, Alfredo Vellido: Time Series Relevance Determination Through a Topology-Constrained Hidden Markov Model. IDEAL 2006: 40-47
13		Alfredo Vellido, Terence A. Etchells, David L. García, Àngela Nebot: Describing Customer Loyalty to Spanish Petrol Stations Through Rule Extraction. IDEAL 2006: 970-977
12		Raúl Cruz-Barbosa, Alfredo Vellido: On the improvement of brain tumour data clustering using class information. STAIRS 2006: 253-254
11		Alfredo Vellido: Missing data imputation through GTM as a mixture of t-distributions. Neural Networks 19(10): 1624-1635 (2006)
10		Alfredo Vellido, Paulo J. G. Lisboa, Dolores Vicente: Robust analysis of MRS brain tumour data using t-GTM. Neurocomputing 69(7-9): 754-768 (2006)
	2005
9		Alfredo Vellido, Paulo J. G. Lisboa, Dolores Vicente: Handling outliers and missing data in brain tumour clinical assessment using t-GTM. ESANN 2005: 121-126
8		Alfredo Vellido, Paulo J. G. Lisboa: Functional topographic mapping for robust handling of outliers in brain tumour data. ESANN 2005: 133-138
7		Félix Castro, Alfredo Vellido, Àngela Nebot, Julià Minguillón: Finding Relevant Features to Characterize Student Behavior on an e-Learning System. FECS 2005: 210-
6		Iván Olier, Alfredo Vellido: Comparative Assessment of the Robustness of Missing Data Imputation Through Generative Topographic Mapping. IWANN 2005: 787-794
	2002
5		Alfredo Vellido: Neural Networks for B2C E-Commerce Analysis: Some Elements of Best Practice. ICEIS 2002: 439-445
	2001
4		Alfredo Vellido, Paulo J. G. Lisboa: An Electronic Commerce Application of the Bayesian Framework for MLPs: The Effect of Marginalisation and ARD. Neural Computing and Applications 10(1): 3-11 (2001)
	2000
3		Alfredo Vellido, Paulo J. G. Lisboa, Karon Meehan: Segmenting the e-Commerce Market Using the Generative Topographic Mapping. MICAI 2000: 470-481
2		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. Int. J. Comput. Syst. Signal 1(2): 119-138 (2000)
1		Paulo J. G. Lisboa, Alfredo Vellido, H. Wong: Bias reduction in skewed binary classification with Bayesian neural networks. Neural Networks 13(4-5): 407-410 (2000)

Coauthor Index

1	Carles Arús	[25] [26] [31] [39]
2	Michael Biehl	[38]
3	Elia Biganzoli	[36]
4	Félix Castro	[7] [26]
5	Joaquim Comas	[18]
6	Raúl Cruz-Barbosa	[12] [19] [23] [30] [33] [34] [37] [41] [42]
7	Terence A. Etchells	[13] [17]
8	David L. García	[13] [22]
9	Félix Fernando González-Navarro	[39]
10	Margarida Julià-Sapé	[25] [26] [31] [35] [39]
11	Paulo J. G. Lisboa	[1] [2] [3] [4] [8] [9] [10] [17] [20] [31] [36]
12	Eugenia Martí	[18]
13	Karon Meehan	[2] [3]
14	Julià Minguillón	[7]
15	Francisco Mugica	[17]
16	Lluís A. Belanche Muñoz (Lluís Belanche)	[39]
17	Àngela Nebot	[7] [13] [17] [22] [26]
18	Iván Olier	[6] [14] [21] [24] [28] [29]
19	Jordi Poveda	[15]
20	Ignasi Rodríguez-Roda (Ignasi R.-Roda)	[18]
21	Enrique Romero	[25] [31] [35] [39] [40]
22	Francesc Sabater	[18]
23	Frank-Michael Schleif	[38]
24	Josep M. Sopena	[40]
25	Jorge S. Velazco	[27] [32]
26	Dolores Vicente	[9] [10]
27	H. Wong	[1]

Colors in the list of coauthors