Alfredo Vellido

2009
37	EE	Frank-Michael Schleif, Michael Biehl, Alfredo Vellido: Advances in machine learning and computational intelligence. Neurocomputing 72(7-9): 1377-1378 (2009)
2008
36		Raúl Cruz-Barbosa, Alfredo Vellido: Two-Stage Clustering of a Human Brain Tumour Dataset using Manifold Learning Models. BIOSIGNALS (2) 2008: 191-196
35	EE	Alfredo Vellido, Elia Biganzoli, Paulo J. G. Lisboa: Machine learning in cancer research: implications for personalised medicine. ESANN 2008: 55-64
34	EE	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
33	EE	Raúl Cruz-Barbosa, Alfredo Vellido: Unfolding the Manifold in Generative Topographic Mapping. HAIS 2008: 392-399
32	EE	Raúl Cruz-Barbosa, Alfredo Vellido: Geodesic Generative Topographic Mapping. IBERAMIA 2008: 113-122
31		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
30	EE	Raúl Cruz-Barbosa, Alfredo Vellido: On the Improvement of the Mapping Trustworthiness and Continuity of a Manifold Learning Model. IDEAL 2008: 266-273
29	EE	Iván Olier, Alfredo Vellido: On the benefits for model regularization of a variational formulation of GTM. IJCNN 2008: 1568-1575
28	EE	Iván Olier, Alfredo Vellido: A variational formulation for GTM through time. IJCNN 2008: 516-521
27	EE	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	EE	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	EE	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	EE	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	EE	Raúl Cruz-Barbosa, Alfredo Vellido: On the Initialization of Two-Stage Clustering with Class-GTM. CAEPIA 2007: 50-59
22	EE	David L. García, Alfredo Vellido, Àngela Nebot: Identification of churn routes in the Brazilian telecommunications market. ESANN 2007: 585-590
21	EE	Iván Olier, Alfredo Vellido: Variational GTM. IDEAL 2007: 77-86
20	EE	Alfredo Vellido, Paulo J. G. Lisboa: Neural Networks and Other Machine Learning Methods in Cancer Research. IWANN 2007: 964-971
19	EE	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	EE	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	EE	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	EE	Alfredo Vellido: Assessment of an Unsupervised Feature Selection Method for Generative Topographic Mapping. ICANN (2) 2006: 361-370
15	EE	Jordi Poveda, Alfredo Vellido: Neural Network Models for Language Acquisition: A Brief Survey. IDEAL 2006: 1346-1357
14	EE	Iván Olier, Alfredo Vellido: Time Series Relevance Determination Through a Topology-Constrained Hidden Markov Model. IDEAL 2006: 40-47
13	EE	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, Alfredo Vellido: On the improvement of brain tumour data clustering using class information. STAIRS 2006: 253-254
11	EE	Alfredo Vellido: Missing data imputation through GTM as a mixture of t-distributions. Neural Networks 19(10): 1624-1635 (2006)
10	EE	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	EE	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	EE	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	EE	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	EE	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	EE	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	EE	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]
2	Michael Biehl	[37]
3	Elia Biganzoli	[35]
4	Félix Castro	[7] [26]
5	Joaquim Comas	[18]
6	Raúl Cruz	[12]
7	Raúl Cruz-Barbosa	[19] [23] [30] [32] [33] [36]
8	Terence A. Etchells	[13] [17]
9	David L. García	[13] [22]
10	Margarida Julià-Sapé	[25] [26] [34]
11	Paulo J. G. Lisboa	[1] [2] [3] [4] [8] [9] [10] [17] [20] [35]
12	Eugenia Martí	[18]
13	Karon Meehan	[2] [3]
14	Julià Minguillón	[7]
15	Francisco Mugica	[17]
16	Àngela Nebot	[7] [13] [17] [22] [26]
17	Iván Olier	[6] [14] [21] [24] [28] [29]
18	Jordi Poveda	[15]
19	Ignasi Rodríguez-Roda (Ignasi R.-Roda)	[18]
20	Enrique Romero	[25] [34]
21	Francesc Sabater	[18]
22	Frank-Michael Schleif	[37]
23	Jorge S. Velazco	[27] [31]
24	Dolores Vicente	[9] [10]
25	H. Wong	[1]

Colors in the list of coauthors