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Campagne de collecte 15 septembre 2024 – 1 octobre 2024

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1

Severe sepsis mortality prediction with logistic regression over latent factors

Vicent J. Ribas, Alfredo Vellido, Juan Carlos Ruiz-Rodríguez, Jordi Rello

Journal:

Expert Systems with Applications

Année:

2012

Langue:

english

Fichier:

PDF, 221 KB

english, 2012

2

Modeling workflows: Identifying the most predictive features in healthcare operational processes

Crowley, Colm, Guitron, Steven, Son, Joseph, Pianykh, Oleg S., Vellido, Alfredo

Journal:

Année:

2020

Fichier:

PDF, 1.36 MB

2020

3

Missing data imputation through GTM as a mixture of -distributions

Alfredo Vellido

Journal:

Neural Networks

Année:

2006

Langue:

english

Fichier:

PDF, 1.39 MB

english, 2006

4

[Progress in Neural Processing] Business Applications of Neural Networks Volume 13 (The State-of-the-Art of Real-World Applications) || Detecting Payment Card Fraud with Neural Networks

Lisboa, Paulo J G, Vellido, Alfredo, Edisbury, Bill

Année:

2000

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2000

5

Variational Bayesian Generative Topographic Mapping

Iván Olier, Alfredo Vellido

Journal:

Journal of Mathematical Modelling and Algorithms in Operations Research

Année:

2008

Langue:

english

Fichier:

PDF, 523 KB

english, 2008

6

Sepsis mortality prediction with the Quotient Basis Kernel

Ribas Ripoll, Vicent J., Vellido, Alfredo, Romero, Enrique, Ruiz-Rodríguez, Juan Carlos

Journal:

Artificial Intelligence in Medicine

Année:

2014

Langue:

english

Fichier:

PDF, 489 KB

english, 2014

7

Cartogram visualization for nonlinear manifold learning models

Alfredo Vellido,David L. García,Àngela Nebot

Journal:

Data Mining and Knowledge Discovery

Année:

2013

Langue:

english

Fichier:

PDF, 1.68 MB

english, 2013

8

[Progress in Neural Processing] Business Applications of Neural Networks Volume 13 (The State-of-the-Art of Real-World Applications) || Novel Techniques for Profiling and Fraud Detection in Mobile Telecommunications

Lisboa, Paulo J G, Vellido, Alfredo, Edisbury, Bill

Année:

2000

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2000

9

Artificial Intelligence and Dialysis

Hueso, Miguel, Vellido, Alfredo

Journal:

Kidney Diseases

Année:

2019

Fichier:

PDF, 53 KB

2019

10

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization Volume 976 (Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019) || Robustness of Generalized Learning Vector Quantization Models Against Adversarial Attacks

Vellido, Alfredo, Gibert, Karina, Angulo, Cecilio, Martín Guerrero, José David

Année:

2020

Langue:

english

Fichier:

PDF, 1.05 MB

english, 2020

11

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization Volume 976 (Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019) || Self-Organizing Maps in Earth Observation Data Cubes Analysis

Vellido, Alfredo, Gibert, Karina, Angulo, Cecilio, Martín Guerrero, José David

Année:

2020

Langue:

english

Fichier:

PDF, 1.63 MB

english, 2020

12

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization Volume 976 (Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019) || Solving a Tool-Based Interaction Task Using Deep Reinforcement Learning with Visual Attention

Vellido, Alfredo, Gibert, Karina, Angulo, Cecilio, Martín Guerrero, José David

Année:

2020

Langue:

english

Fichier:

PDF, 557 KB

english, 2020

13

[Advances in Intelligent Systems and Computing] Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization Volume 976 (Proceedings of the 13th International Workshop, WSOM+ 2019, Barcelona, Spain, June 26-28, 2019) || Solving a Tool-Based Interaction Task Using Deep Reinforcement Learning with Visual Attention

Vellido, Alfredo, Gibert, Karina, Angulo, Cecilio, Martín Guerrero, José David

Année:

2020

Fichier:

PDF, 557 KB

2020

14

Urinary chemical fingerprint left behind by repeated NSAID administration: Discovery of putative biomarkers using artificial intelligence

Broughton-Neiswanger, Liam E., Rivera-Velez, Sol M., Suarez, Martin A., Slovak, Jennifer E., PiÃ±eyro, Pablo E., Hwang, Julianne K., Villarino, Nicolas F., Vellido, Alfredo

Journal:

Année:

2020

Fichier:

PDF, 1.59 MB

2020

15

Leveraging Data Science for a Personalized Haemodialysis

Hueso, Miguel, de Haro, LluÃs, Calabia, Jordi, Dal-RÃ©, Rafael, TebÃ©, Cristian, Gibert, Karina, Cruzado, Josep M., Vellido, Alfredo

Journal:

Kidney Diseases

Année:

2020

Fichier:

PDF, 289 KB

2020

16

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis

Nunez, Luis Miguel, Julia-Sape, Margarida, Romero, Enrique, Arus, Carles, Vellido, Alfredo, Candiota, Ana Paula

Année:

2020

Fichier:

PDF, 2.34 MB

2020

17

Unraveling response to temozolomide in preclinical GL261 glioblastoma with MRI/MRSI using radiomics and signal source extraction

NÃºÃ±ez, Luis Miguel, Romero, Enrique, JuliÃ -SapÃ©, Margarida, Ledesma-Carbayo, MarÃa JesÃºs, Santos, AndrÃ©s, ArÃºs, Carles, Candiota, Ana Paula, Vellido, Alfredo

Journal:

Scientific Reports

Année:

2020

Fichier:

PDF, 2.04 MB

2020

18

Semi-supervised geodesic Generative Topographic Mapping

Raúl Cruz-Barbosa, Alfredo Vellido

Journal:

Pattern Recognition Letters

Année:

2010

Langue:

english

Fichier:

PDF, 480 KB

english, 2010

19

Determination of feature relevance for the grouping of motor unit action potentials through a generative mixture model

Alfredo Vellido, Adriano O. Andrade

Journal:

Biomedical Signal Processing and Control

Année:

2007

Langue:

english

Fichier:

PDF, 840 KB

english, 2007

20

Handling outliers in brain tumour MRS data analysis through robust topographic mapping

Alfredo Vellido, Paulo J.G. Lisboa

Journal:

Computers in Biology and Medicine

Année:

2006

Langue:

english

Fichier:

PDF, 298 KB

english, 2006

21

A variational Bayesian approach for the robust analysis of the cortical silent period from EMG recordings of brain stroke patients

Iván Olier, Julià Amengual, Alfredo Vellido

Journal:

Année:

2011

Langue:

english

Fichier:

PDF, 1.51 MB

english, 2011

22

Advances in clustering and visualization of time series using GTM through time

Iván Olier, Alfredo Vellido

Journal:

Neural Networks

Année:

2008

Langue:

english

Fichier:

PDF, 3.19 MB

english, 2008

23

Classification of human brain tumours from MRS data using Discrete Wavelet Transform and Bayesian Neural Networks

Carlos Arizmendi, Alfredo Vellido, Enrique Romero

Journal:

Expert Systems with Applications

Année:

2012

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2012

24

Robust analysis of MRS brain tumour data using -GTM

Alfredo Vellido, Paulo J.G. Lisboa, Dolores Vicente

Journal:

Année:

2006

Langue:

english

Fichier:

PDF, 319 KB

english, 2006

25

Advances in machine learning and computational intelligence

Frank-Michael Schleif, Michael Biehl, Alfredo Vellido

Journal:

Année:

2009

Langue:

english

Fichier:

PDF, 82 KB

english, 2009

26

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, Margarida Julià-Sapé, Carles Arús

Journal:

Année:

2009

Langue:

english

Fichier:

PDF, 601 KB

english, 2009

27

Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors

Félix F. González-Navarro, Lluís A. Belanche-Muñoz, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús

Journal:

Année:

2010

Langue:

english

Fichier:

PDF, 558 KB

english, 2010

28

Non-negative matrix factorisation methods for the spectral decomposition of MRS data from human brain tumours

Sandra Ortega-Martorell, Paulo JG Lisboa, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús

Journal:

BMC Bioinformatics

Année:

2012

Langue:

english

Fichier:

PDF, 471 KB

english, 2012

29

[Lecture Notes in Computer Science] Computational Intelligence Methods for Bioinformatics and Biostatistics Volume 7548 || Case/Control Prediction from Illumina Methylation Microarray’s β and Two-Color Channels in the Presence of Batch Effects

Biganzoli, Elia, Vellido, Alfredo, Ambrogi, Federico, Tagliaferri, Roberto

Année:

2012

Langue:

english

Fichier:

PDF, 399 KB

english, 2012

30

[Lecture Notes in Computer Science] Computational Intelligence Methods for Bioinformatics and Biostatistics Volume 7548 || Reliability of miRNA Microarray Platforms: An Approach Based on Random Effects Linear Models

Biganzoli, Elia, Vellido, Alfredo, Ambrogi, Federico, Tagliaferri, Roberto

Année:

2012

Langue:

english

Fichier:

PDF, 1.51 MB

english, 2012

31

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

Arizmendi, Carlos, Sierra, Daniel A., Vellido, Alfredo, Romero, Enrique

Journal:

Expert Systems with Applications

Année:

2014

Langue:

english

Fichier:

PDF, 1.61 MB

english, 2014

32

Discriminant Convex Non-negative Matrix Factorization for the classification of human brain tumours

Vilamala, Albert, Lisboa, Paulo J.G., Ortega-Martorell, Sandra, Vellido, Alfredo

Journal:

Pattern Recognition Letters

Année:

2013

Langue:

english

Fichier:

PDF, 599 KB

english, 2013

33

Corrigendum to “Severe sepsis mortality prediction with logistic regression over latent factors” [Expert Systems with Applications 39 (2) (2012) 1937–1943]

Ribas, Vicent J., Vellido, Alfredo, Ruiz-Rodríguez, Juan Carlos, Rello, Jordi

Journal:

Expert Systems with Applications

Année:

2012

Fichier:

PDF, 137 KB

2012

34

SEMI-SUPERVISED ANALYSIS OF HUMAN BRAIN TUMOURS FROM PARTIALLY LABELED MRS INFORMATION, USING MANIFOLD LEARNING MODELS

CRUZ-BARBOSA, RAÚL, VELLIDO, ALFREDO

Journal:

International Journal of Neural Systems

Année:

2011

Langue:

english

Fichier:

PDF, 230 KB

english, 2011

35

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Classifying malignant brain tumours from 1H-MRS data using Breadth Ensemble Learning

Vilamala, Albert, Belanche, Lluis A., Vellido, Alfredo

Année:

2012

Langue:

english

Fichier:

PDF, 977 KB

english, 2012

36

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Towards interpretable classifiers with blind signal separation

Ruiz, Hector, Jarman, Ian H., Martin, Jose D., Ortega-Martorell, Sandra, Vellido, Alfredo, Romero, Enrique, Lisboa, Paulo J.G.

Année:

2012

Langue:

english

Fichier:

PDF, 892 KB

english, 2012

37

[IEEE 2011 Ieee Symposium On Computational Intelligence And Data Mining - Part Of 17273 - 2011 Ssci - Paris, France (2011.04.11-2011.04.15)] 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) - On the use of decision trees for ICU outcome prediction in sepsis patients treated with statins

Ribas, Vicent J., Lopez, Jesus Caballero, Ruiz-Rodriguez, Juan Carlos, Ruiz-Sanmartin, Adolf, Rello, Jordi, Vellido, Alfredo

Année:

2011

Langue:

english

Fichier:

PDF, 754 KB

english, 2011

38

[IEEE 2014 International Workshop on Pattern Recognition in Neuroimaging (PRNI) - Tubingen, Germany (2014.6.4-2014.6.6)] 2014 International Workshop on Pattern Recognition in Neuroimaging - A MAP approach for convex non-negative matrix factorization in the diagnosis of brain tumors

Vilamala, Albert, Belanche, Lluis A., Vellido, Alfredo

Année:

2014

Langue:

english

Fichier:

PDF, 338 KB

english, 2014

39

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - A variational formulation for GTM through time

Olier, Ivan, Vellido, Alfredo

Année:

2008

Langue:

english

Fichier:

PDF, 245 KB

english, 2008

40

[IEEE 2011 IEEE International Conference on Data Mining Workshops (ICDMW) - Vancouver, BC, Canada (2011.12.11-2011.12.11)] 2011 IEEE 11th International Conference on Data Mining Workshops - Brain Tumor Pathological Area Delimitation through Non-negative Matrix Factorization

Ortega-Martorell, Sandra, Lisboa, Paulo J.G., Vellido, Alfredo, Simões, Rui V., Julia-Sape, Margarida, Arus, Carles

Année:

2011

Langue:

english

Fichier:

PDF, 422 KB

english, 2011

41

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - The effect of noise and sample size on an unsupervised feature selection method for manifold learning

Vellido, Alfredo, Velazco, Jorge

Année:

2008

Langue:

english

Fichier:

PDF, 147 KB

english, 2008

42

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - On the benefits for model regularization of a variational formulation of GTM

Olier, Ivan, Vellido, Alfredo

Année:

2008

Langue:

english

Fichier:

PDF, 292 KB

english, 2008

43

[IEEE 2008 Seventh International Conference on Machine Learning and Applications - San Diego, CA, USA (2008.12.11-2008.12.13)] 2008 Seventh International Conference on Machine Learning and Applications - Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors

Lisboa, Paulo J. G., Romero, Enrique, Vellido, Alfredo, Julià-Sapé, Margarida, Arús, Carles

Année:

2008

Langue:

english

Fichier:

PDF, 175 KB

english, 2008

44

[IEEE 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010) - Buenos Aires (2010.08.31-2010.09.4)] 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology - Finding discriminative subtypes of aggressive brain tumours using magnetic resonance spectroscopy

Colas, Fabrice, Kok, Joost N, Vellido, Alfredo

Année:

2010

Langue:

english

Fichier:

PDF, 1018 KB

english, 2010

45

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Spectral decomposition methods for the analysis of MRS information from human brain tumors

Ortega-Martorell, Sandra, Vellido, Alfredo, Lisboa, Paulo J.G., Julia-Sape, Margarida, Arus, Carles

Année:

2011

Langue:

english

Fichier:

PDF, 283 KB

english, 2011

46

[IEEE 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Boston, MA (2011.08.30-2011.09.3)] 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society - Severe sepsis mortality prediction with relevance vector machines

Ribas, Vicent J., Lopez, Jesus Caballero, Ruiz-Sanmartin, Adolf, Ruiz-Rodriguez, Juan Carlos, Rello, Jordi, Wojdel, Anna, Vellido, Alfredo

Année:

2011

Langue:

english

Fichier:

PDF, 499 KB

english, 2011

47

[IEEE 2011 IEEE Second Latin American Symposium on Circuits and Systems (LASCAS) - Bogota, Colombia (2011.02.23-2011.02.25)] 2011 IEEE Second Latin American Symposium on Circuits and Systems (LASCAS) - Binary classification of brain tumours using a Discrete Wavelet Transform and energy criteria

Arizmendi, Carlos, Vellido, Alfredo, Romero, Enrique

Année:

2011

Langue:

english

Fichier:

PDF, 441 KB

english, 2011

48

[IEEE 2014 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) - Valencia, Spain (2014.6.1-2014.6.4)] IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) - Visual interpretation of class C GPCR subtype overlapping from the nonlinear mapping of transformed primary sequences

Cardenas, Martha-Ivon, Vellido, Alfredo, Giraldo, Jesus

Année:

2014

Langue:

english

Fichier:

PDF, 603 KB

english, 2014

49

The influence of alignment-free sequence representations on the semi-supervised classification of class C G protein-coupled receptors

Cruz-Barbosa, Raúl, Vellido, Alfredo, Giraldo, Jesús

Journal:

Medical and Biological Engineering and Computing

Année:

2015

Langue:

english

Fichier:

PDF, 1.15 MB

english, 2015

50

[Lecture Notes in Computer Science] Computational Intelligence Methods for Bioinformatics and Biostatistics Volume 7548 || A Bioinformatics Procedure to Identify and Annotate Somatic Mutations in Whole-Exome Sequencing Data

Biganzoli, Elia, Vellido, Alfredo, Ambrogi, Federico, Tagliaferri, Roberto

Année:

2012

Langue:

english

Fichier:

PDF, 475 KB

english, 2012