Alfredo Vellido

Caroline König , René Alquézar , Alfredo Vellido , Jesús Giraldo
8th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB 2014) 89 -96

2014

On the improvement of brain tumour data clustering using class information

Raúl Cruz , Alfredo Vellido
Frontiers in Artificial Intelligence and Applications 142 253 -253

2006

Intelligent data analysis and data mining

Lluis Belanche , Alfredo Vellido
UniversitatPolitècnica de Catalunya,< http://www. lsi. upc. edu/~ avellido/teaching/13-14/Intro4_IDADM_DAKD_09-10-13. pdf>(15 April 2019)

2002

The generative topographic mapping as a principal model for data visualization and market segmentation: an electronic commerce case.

Alfredo Vellido , Paulo J. G. Lisboa , Karon Meehan
Int. J. Comput. Syst. Signals 1 ( 2) 119 -138

2000

On the use of graphical models to study ICU outcome prediction in septic patients treated with statins

Vicent J Ribas , Jesús Caballero López , Anna Sáez de Tejada , Juan Carlos Ruiz-Rodríguez
Computational Intelligence Methods for Bioinformatics and Biostatistics: 8th International Meeting, CIBB 2011, Gargnano del Garda, Italy, June 30–July 2, 2011, Revised Selected Papers 8 98 -111

2012

Complementing kernel-based visualization of protein sequences with their phylogenetic tree

Martha Ivón Cárdenas , Alfredo Vellido , Iván Olier , Xavier Rovira
Computational Intelligence Methods for Bioinformatics and Biostatistics: 8th International Meeting, CIBB 2011, Gargnano del Garda, Italy, June 30–July 2, 2011, Revised Selected Papers 8 136 -149

2012

Generative Topografic Mappings as a Constrained Mixture of Student T-distributions: Theorical Developments

Alfredo Vellido

2004

Characterizing and Segmenting the Online Customer Market Using Neural Networks

Alfredo Vellido , Paulo JG Lisboa , Karon Meehan
E-Commerce and Intelligent Methods 101 -119

2002

AI-Based Glioma Grading for a Trustworthy Diagnosis: An Analytical Pipeline for Improved Reliability

Carla Pitarch , Vicent Ribas , Alfredo Vellido
Cancers 15 ( 13) 3369 -3369

2023

A deep learning-based method for uncovering GPCR ligand-induced conformational states using interpretability techniques

Mario A Gutiérrez-Mondragón , Caroline König , Alfredo Vellido
Springer International Publishing 275 -287

2022

Making nonlinear manifold learning models interpretable: The manifold grand tour

Paulo JG Lisboa , José D Martín-Guerrero , Alfredo Vellido
Expert Systems with Applications 42 ( 22) 8982 -8988

2015

Identification of churn routes in the Brazilian telecommunications market.

David L García , Alfredo Vellido , Àngela Nebot
ESANN 7 585 -590

2007

Recognition of Conformational States of a G Protein-Coupled Receptor from Molecular Dynamic Simulations Using Sampling Techniques

Mario Alberto Gutiérrez-Mondragón , Caroline König , Alfredo Vellido
Springer Nature Switzerland 3 -16

2023

Layer-wise relevance analysis for motif recognition in the activation pathway of the β 2-adrenergic GPCR receptor

Mario A Gutiérrez-Mondragón , Caroline König , Alfredo Vellido
International journal of molecular sciences 24 ( 2) 1155 -1155

2023

Network community cluster-based analysis for the identification of potential leukemia drug targets

Adrián Bazaga , Alfredo Vellido
Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization: Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019 13 314 -323

2020

Segmentation of EMG time series using a variational Bayesian approach for the robust estimation of cortical silent periods.

Iván Olier , Julia Amengual , Alfredo Vellido
ESANN

2010

Two-Stage Clustering of a Human Brain Tumour Dataset using Manifold Learning Models.

Raúl Cruz-Barbosa , Alfredo Vellido
BIOSIGNALS (2) 191 -196

2008