Alfredo Vellido
机构: Full Professor in Artificial Intelligence, Universitat Politècnica de Catalunya (UPC
主页: upc.edu
每年引用次数
引用次数
引用: 5,308
H-指数: 35
I10-指数 : 80
出版物: 275
Intelligent management of sepsis in the intensive care unit
Vicent J. Ribas , Juan Carlos Ruiz-Rodríguez , Alfredo Vellido
IGI Global 1 -16
2012
Convex Non-Negative Matrix Factorization for Brain Tumor Delimitation from MRSI Data
Sandra Ortega-Martorell , Paulo J. G. Lisboa , Alfredo Vellido , Rui V. Simões
PLoS ONE 7 ( 10) e47824 -17
44
2012
Neural networks and other machine learning methods in cancer research
Alfredo Vellido , Paulo J. G. Lisboa
international work-conference on artificial and natural neural networks 964 -971
13
2007
Clustering and visualization of multivariate time series
Alfredo Vellido , Iván Olier
Information Science Reference 176 -194
1
2009
On the influence of class information in the two-stage clustering of a human brain tumour dataset
Raúl Cruz-Barbosa , Alfredo Vellido
mexican international conference on artificial intelligence 472 -482
2007
A variational formulation for GTM through time
Ivan Olier , Alfredo Vellido
international joint conference on neural network 516 -521
10
2008
The effect of noise and sample size on an unsupervised feature selection method for manifold learning
Alfredo Vellido , Jorge Velazco
international joint conference on neural network 522 -527
2
2008
On the benefits for model regularization of a variational formulation of GTM
Ivan Olier , Alfredo Vellido
international joint conference on neural network 1568 -1575
4
2008
Visual Exploratory Assessment of Class C GPCR Extracellular Domains Discrimination Capabilities
Martha I Cárdenas , Alfredo Vellido , Jesús Giraldo ,
International Conference on Practical Applications of Computational Biology & Bioinformatics 31 -39
2016
Rule-Based Assistance to Brain Tumour Diagnosis Using LR-FIR
Àngela Nebot , Félix Castro , Alfredo Vellido , Margarida Julià-Sapé
international conference on knowledge based and intelligent information and engineering systems 5178 173 -180
5
2008
Exploratory Characterization of Outliers in a Multi-centre 1H-MRS Brain Tumour Dataset
Alfredo Vellido , Margarida Julià-Sapé , Enrique Romero , Carles Arús
international conference on knowledge based and intelligent information and engineering systems 5178 189 -196
6
2008
Artificial Intelligence and Dialysis.
Miguel Hueso , Alfredo Vellido
Kidney diseases (Basel, Switzerland) 5 ( 1) 1 -2
1
2019
Societal Issues Concerning the Application of Artificial Intelligence in Medicine.
Alfredo Vellido
Kidney diseases (Basel, Switzerland) 5 ( 1) 11 -17
64
2019
Blood Pressure Assessment with Differential Pulse Transit Time and Deep Learning: A Proof of Concept.
Vicent Ribas Ripoll , Alfredo Vellido
Kidney diseases (Basel, Switzerland) 5 ( 1) 23 -27
6
2019
The importance of interpretability and visualization in machine learning for applications in medicine and health care
Alfredo Vellido
Neural Computing and Applications 32 ( 24) 18069 -18083
268
2020
Brain Tumor Pathological Area Delimitation through Non-negative Matrix Factorization
Sandra Ortega-Martorell , Paulo J.G. Lisboa , Alfredo Vellido , Rui V. Simões
international conference on data mining 1058 -1063
2011
Applying Conditional Independence Maps to Improve Sepsis Prognosis
Carles Morales , Vicent Ribas , Alfredo Vellido
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW) 254 -260
5
2016
Characterizing and Segmenting the Online Customer Market Using Neural Networks
Alfredo Vellido , Paulo J. G. Lisboa , Karon Meehan
Physica, Heidelberg 101 -119
2
2002
Data Mining in Cancer Research [Application Notes]
Paulo JG Lisboa , Alfredo Vellido , Roberto Tagliaferri , Francesco Napolitano
IEEE Computational Intelligence Magazine 5 ( 1) 14 -18
39
2010
Outlier exploration and diagnostic classification of a multi-centre 1H-MRS brain tumour database
Alfredo Vellido , Enrique Romero , Félix F. González-Navarro , Lluís A. Belanche-Muñoz
Neurocomputing 72 ( 13) 3085 -3097
28
2009
Margarida Julià-Sapé Angela Nebot Vicent Ribas Ripoll Ivan Olier Jesús Giraldo Félix Castro Sandra Ortega-Martorell René Alquézar CARLOS JULIO ARIZMENDI PEREIRA Enrique Romero Wael El-Deredy Lluís A. Belanche Alessandra Tosi Elia Mario Biganzoli Rui V Simoes Julià Minguillón (0000-0002-0080-846X) Albert Vilamala Davide Bacciu Félix Fernando González-Navarro Michele Ceccarelli