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
Generative topographic mapping as a constrained mixture of student t-distributions: theoretical developments
Alfredo Vellido Alcacena
3
2004
A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases
Carles Arús , Urspeter Knecht , Margarida Julià Sapé , Johannes Slotboom
the european symposium on artificial neural networks 247 -252
3
2016
Exploring dopamine-mediated reward processing through the analysis of EEG-measured gamma-band brain oscillations
Alfredo Vellido Alcacena , W. El-Deredy
2004
Studying embedded human EEG dynamics using generative topographic mapping
Paulo J G Lisboa , Alfredo Vellido Alcacena , W. El-Deredy
1
2004
Bayesian semi non-negative matrix factorisation
Albert Vilamala Muñoz , Alfredo Vellido Alcacena , Luis Antonio Belanche Muñoz ,
the european symposium on artificial neural networks 195 -200
2016
Societal issues in machine learning: when learning from data is not enough
Battista Biggio , Luca Oneto , Davide Bacciu , Paulo J G Lisboa
the european symposium on artificial neural networks 455 -464
1
2019
Enabling interpretation of the outcome of a human obesity prediction machine learning analysis from genomic data
Alfredo Vellido Alcacena , Vicent Ribas Ripoll , Ahsan Bilal
2018
Rule-based assistance to brain tumour diagnosis using LR-FIR
M Àngela Nebot Castells , Félix Agustín Castro Espinoza , Alfredo Vellido Alcacena , Margarida Julià Sapé
Future Technology Press
2009
Radiomics-based assessment of optical coherence tomography angiography images for diabetic retinopathy diagnosis
Laura Carrera Escale , Anass Benali Bendahmane , Ann Christin Rathert , Ruben Martín Pinardel
Ophtalmology science 3 ( 2, article 100259)
2023
The importance of interpretability and visualization in ML for medical applications
Alfredo Vellido Alcacena
XIX Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 20/21: 22-24 de septiembre de 2021, Málaga, España 830 -831
2021
Investigating human cancer with computational intelligence techniques
Alfredo Vellido Alcacena , Paulo JG Lisboa
Future Technology Press
2009
SEMI-SUPERVISED ANALYSIS OF HUMAN BRAIN TUMOURS FROM PARTIALLY LABELED MRS INFORMATION, USING MANIFOLD LEARNING MODELS
RAÚL CRUZ-BARBOSA , ALFREDO VELLIDO
International Journal of Neural Systems 21 ( 1) 17 -29
26
2011
A methodology for the characterization of business-to-consumer E-commerce
Aifredo Vellido
Liverpool John Moores University (United Kingdom)
15
2000
Discovering Subtype Specific n-Gram Motifs in Class C GPCR N-ermini T
Caroline K ONIG , Rene ALQUEZAR , Alfredo VELLIDO , Jesus GIRALDO
Recent Advances in Artificial Intelligence Research and Development: Proceedings of the 20th International Conference of the Catalan Association for Artificial Intelligence, Deltebre, Terres de L'Ebre, Spain, October 25-27, 2017 300 116 -116
2017
Computational Intelligence in architectural and interior design: a state-ofthe-art and outlook on the field
Emil RACEC , Stefania BUDULAN , Alfredo VELLIDO
Barcelona: Universitat Politècnica de Catalunya
6
2016
Finding Relevant Features to Characterize Student Behavior on an e-Learning System.
Alfredo Vellido , Àngela Nebot , Félix Castro , Julià Minguillón
FECS 210
5
2005
Identification of fuzzy models to predict students performance in an e-learning environment
Alfredo Vellido , Angela Nebot , Félix Castro , Francisco Mugica
international conference on web based education 74 -79
21
2006
Characterization of atypical virtual campus usage behavior through robust generative relevance analysis
Alfredo Vellido , Angela Nebot , Félix Castro , Francisco Mugica
international conference on web based education 183 -188
7
2006
Assessment of the Effect of Noise on an Unsupervised Feature Selection Method for Generative Topographic Mapping.
Alfredo Vellido , Jorge S. Velazco
international conference on enterprise information systems 424 -430
2008
Reducing the n-gram feature space of class C GPCRs to subtype-discriminating patterns.
Alfredo Vellido , Jesús Giraldo , Caroline König , René Alquézar
Journal of Integrative Bioinformatics 11 ( 3) 254
3
2014
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