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
A probabilistic approach to the visual exploration of G Protein-Coupled Receptor sequences
Iván Olier Caparroso , Jesús Giraldo , Martha Ivón Cárdenas , Xavier Rovira
the european symposium on artificial neural networks 233 -238
4
2011
Seeing is believing: the importance of visualization in real-world machine learning applications
Fabrice Rossi , José David Martín , Paulo J.G. Lisboa , Alfredo Vellido Alcacena
the european symposium on artificial neural networks 219 -226
29
2011
Discriminating glioblastomas from metastases in a SV1H-MRS brain tumour database
Carles Arús , Enrique Romero Merino , Margarida Julià Sapé , Alfredo Vellido Alcacena
Magnetic Resonance Materials in Physics, Biology and Medicine, Vol. 22, Sup.1: Book of Abstracts ESMRMB 2009 18 -19
2009
A Quotient Basis Kernel for the prediction of mortality in severe sepsis patients
Enrique Romero Merino , Alfredo Vellido Alcacena , Juan Carlos Ruiz Rodríguez , Vicent Ribas Ripoll
the european symposium on artificial neural networks 379 -384
2013
Making machine learning models interpretable
Paulo J.G. Lisboa , Jose D. Martin Guerrero , Alfredo Vellido Alcacena
the european symposium on artificial neural networks 163 -172
357
2012
Exploratory characterization of a multi-centre 1H-MRS brain tumour database
Carles Arús , Enrique Romero Merino , Margarida Julià Sapé , Alfredo Vellido Alcacena
Future Technology Press 55 -67
2009
Unfolding the Manifold in Generative Topographic Mapping
Raúl Cruz Barbosa , Alfredo Vellido Alcacena
Lecture Notes in Computer Science 5271 392 -399
1
2008
Machine learning in human cancer research
Paulo J.G. Lisboa , Alfredo Vellido Alcacena
Nova Science Publishers 163 -180
2007
Investigating Human Cancer with Computational intelligence Techniques
Alfredo Vellido , Paulo Lisboa ,
2
2010
Advances in semi-supervised alignment-free classification of G protein-coupled receptors
Alfredo Vellido Alcacena , Jesús Giraldo , Raúl Cruz Barbosa
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering 2013 759 -766
5
2013
Misclassification of class C G-protein-coupled receptors as a label noise problem
Jesús Giraldo Arjonilla , Alfredo Vellido Alcacena , Caroline König , René Alquézar Mancho
the european symposium on artificial neural networks 695 -700
2
2014
Exploratory Visualization of Misclassified GPCRs from Their Transformed Unaligned Sequences Using Manifold Learning Techniques
Jesús Giraldo Arjonilla , Martha Ivón Cárdenas Domínguez , Alfredo Vellido Alcacena , Caroline König
Proceedings IWBBIO 2014: International Work-Conference on Bioinformatics and Biomedical Engineering, Granada April, 7-9 2014 623 -630
6
2014
Manifold learning visualization of metabotropic glutamate receptors
Jesús Giraldo Arjonilla , Martha Ivón Cárdenas Domínguez , Alfredo Vellido Alcacena
Artificial Intelligence Research and Development: Proceedings of the 17th International Conference of the Catalan Association for Artificial Intelligence, Barcelona, Catalonia, Spain, October 22-24, 2014 269 -272
2014
Missing data imputation through generative topographic mapping as a mixture of t-distributions: Theoretical developments
Alfredo Vellido Alcacena
2004
Preliminary theoretical results on a feature relevance determination method for Generative Topographic Mapping
Alfredo Vellido Alcacena
7
2005
Predictive models in churn data mining: a review
David L. García , M. Àngela Nebot Castells , Alfredo Vellido Alcacena
2
2007
Customer continuity management as a foundation for churn data mining
David L. García , M. Àngela Nebot Castells , Alfredo Vellido Alcacena
2
2007
A variational Bayesian formulation for GTM: Theoretical foundations
Iván Olier Caparroso , Alfredo Vellido Alcacena
3
2007
Elements of generative manifold learning for semi-supervised tasks
Alfredo Vellido Alcacena , Raúl Cruz
2007
Physics and machine learning: Emerging paradigms
Paulo J G Lisboa , José Martín Guerrero , Alfredo Vellido Alcacena
the european symposium on artificial neural networks 319 -326
1
2016
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