Παρακολούθηση
Aritz Pérez
Aritz Pérez
Basque Center for Applied Mathematics (BCAM)
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα bcamath.org - Αρχική σελίδα
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Παρατίθεται από
Παρατίθεται από
Έτος
Sensitivity analysis of k-fold cross validation in prediction error estimation
JD Rodriguez, A Perez, JA Lozano
IEEE transactions on pattern analysis and machine intelligence 32 (3), 569-575, 2009
20162009
Machine learning in bioinformatics
P Larranaga, B Calvo, R Santana, C Bielza, J Galdiano, I Inza, JA Lozano, ...
Briefings in bioinformatics 7 (1), 86-112, 2006
11322006
An efficient approximation to the K-means clustering for massive data
M Capó, A Pérez, JA Lozano
Knowledge-Based Systems 117, 56-69, 2017
2622017
Bayesian classifiers based on kernel density estimation: Flexible classifiers
A Pérez, P Larrañaga, I Inza
International Journal of Approximate Reasoning 50 (2), 341-362, 2009
2142009
Supervised classification with conditional Gaussian networks: Increasing the structure complexity from naive Bayes
A Perez, P Larranaga, I Inza
International Journal of Approximate Reasoning 43 (1), 1-25, 2006
1762006
Fish recruitment prediction, using robust supervised classification methods
JA Fernandes, X Irigoien, N Goikoetxea, JA Lozano, I Inza, A Pérez, ...
Ecological Modelling 221 (2), 338-352, 2010
962010
An efficient K-means clustering algorithm for tall data
M Capó, A Pérez, JA Lozano
Data mining and knowledge discovery 34, 776-811, 2020
692020
Supervised pre-processing approaches in multiple class variables classification for fish recruitment forecasting
JA Fernandes, JA Lozano, I Inza, X Irigoien, A Pérez, JD Rodríguez
Environmental modelling & software 40, 245-254, 2013
442013
Using multidimensional bayesian network classifiers to assist the treatment of multiple sclerosis
JD Rodriguez, A Perez, D Arteta, D Tejedor, JA Lozano
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2012
442012
An Efficient Split-Merge Re-Start for the -Means Algorithm
M Capó, A Pérez, JA Lozano
IEEE Transactions on Knowledge and Data Engineering 34 (4), 1618-1627, 2020
432020
A general framework for the statistical analysis of the sources of variance for classification error estimators
JD Rodríguez, A Pérez, JA Lozano
Pattern recognition 46 (3), 855-864, 2013
402013
A Cheap Feature Selection Approach for the K-Means Algorithm
M Capó, A Pérez, JA Lozano
IEEE transactions on neural networks and learning systems 32 (5), 2195-2208, 2020
362020
On-line dynamic time warping for streaming time series
I Oregi, A Pérez, J Del Ser, JA Lozano
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
352017
Evaluating machine-learning techniques for recruitment forecasting of seven North East Atlantic fish species
JA Fernandes, X Irigoien, JA Lozano, I Inza, N Goikoetxea, A Pérez
Ecological Informatics 25, 35-42, 2015
312015
An efficient K-means clustering algorithm for massive data
M Capó, A Pérez, JA Lozano
arXiv preprint arXiv:1801.02949, 2018
292018
Adversarial sample crafting for time series classification with elastic similarity measures
I Oregi, J Del Ser, A Perez, JA Lozano
Intelligent Distributed Computing XII, 26-39, 2018
292018
Generalized maximum entropy for supervised classification
S Mazuelas, Y Shen, A Pérez
IEEE Transactions on Information Theory 68 (4), 2530-2550, 2022
282022
How trustworthy is Crafty’s analysis of world chess champions?
M Guid, A Pérez, I Bratko
ICGA journal 31 (3), 131-144, 2008
272008
Minimax Classification with 0-1 Loss and Performance Guarantees
S Mazuelas, A Zanoni, A Pérez
Neural Information Processing Systems, 2020
252020
On-line elastic similarity measures for time series
I Oregi, A Pérez, J Del Ser, JA Lozano
Pattern Recognition 88, 506-517, 2019
252019
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