Alfredo Vellido

Alfredo Vellido , Adriano O. Andrade
MIC'06 Proceedings of the 25th IASTED international conference on Modeling, indentification, and control 507 -512

2006

Robust cartogram visualization of outliers in manifold learning

Alfredo Vellido , Alessandra Tosi
the european symposium on artificial neural networks 555 -560

2013

Cartogram-Based Data Visualization Using the Growing Hierarchical SOM.

Alfredo Vellido , Àngela Martín
CCIA 249 -252

2013

Visualizing pay-per-view television customers churn using cartograms and flow maps.

Alfredo Vellido , Àngela Nebot , David L. García
the european symposium on artificial neural networks

2013

Computational Intelligence in Interior Design: State-of-the-Art and Outlook.

Alfredo Vellido , Stefania Budulan , Emil Racec
CCIA 108 -113

2016

On the prediction of the ecological status of human-altered streams and its rule-based interpretation

Terence A. Etchells , Alfredo Vellido , E. Martí , Paulo J. G. Lisboa

2006

Finding relevant features for the characterization of the ecological status of human altered streams using a constrained mixture model

Alfredo Vellido , Raul Cruz , Eugenia Marte , Joaquim Comas

2006

Time series relevance determination through a topology-constrained hidden markov model

Alfredo Vellido , Ivan Olier
Lecture Notes in Computer Science 40 -47

2006

Discovering Subtype Specific n-Gram Motifs in Class C GPCR N-Termini.

Alfredo Vellido , Jesús Giraldo , Caroline König , René Alquézar
CCIA 116 -125

2017

Bioinformatics and Medicine in the Era of Deep Learning

Alfredo Vellido , Ruxandra Stoean , José D. Martín , Davide Bacciu
arXiv: Learning

2018

Variational GTM

Alfredo Vellido , Iván Olier
intelligent data engineering and automated learning 77 -86

2007

Business Applications of Neural Networks:The State-of-the-Art of Real-World Applications

Alfredo Vellido , Paulo J G Lisboa , Bill Edisbury
World Scientific Books

2000

Feature selection for the accurate prediction of septic and cardiogenic shock ICU mortality in the acute phase.

Alexander Aushev , Vicent Ribas Ripoll , Alfredo Vellido , Federico Aletti
PLOS ONE 13 ( 11) 1 -18

2018

Geodesic Generative Topographic Mapping

Raúl Cruz-Barbosa , Alfredo Vellido
ibero american conference on ai 113 -122

2008

Intelligent data analysis approaches to churn as a business problem: a survey

David L. García , Àngela Nebot , Alfredo Vellido
Knowledge and Information Systems 51 ( 3) 719 -774

2017

A MAP approach for convex non-negative matrix factorization in the diagnosis of brain tumors

Albert Vilamala , Lluis A. Belanche , Alfredo Vellido
international workshop on pattern recognition in neuroimaging 1 -4

2014

Data Mining of Virtual Campus Data

Alfredo Vellido , Félix Castro , Terence A. Etchells , Àngela Nebot
Evolution of Teaching and Learning Paradigms in Intelligent Environment 223 -254

2007

Automated classification of brain tumours from short echo time in vivo MRS data using Gaussian Decomposition and Bayesian Neural Networks

Carlos Arizmendi , Daniel A Sierra , Alfredo Vellido , Enrique Romero
Expert Systems With Applications 41 ( 11) 5296 -5307

2014

Medical Applications of ML

Bioinformatics

Data Visualization

Statistical ML

Explainable ML

Alfredo Vellido

引用次数

出版物: 275

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