A study of performance on microarray data sets for a classifier based on information theoretic learning.Exploring Guidelines for Classification of Major Heart Failure Subtypes by Using Machine Learning.Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach.A new method for sleep apnea classification using wavelets and feedforward neural networks.A methodology for improving tear film lipid layer classification.A minimum volume covering approach with a set of ellipsoids.Functional network topology learning and sensitivity analysis based on ANOVA decomposition.A global optimum approach for one-layer neural networks.Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness.Foetos: an expert system for fetal assessment.On developing an automatic threshold applied to feature selection ensemblesAn Information Theory-Based Feature Selection Framework for Big Data Under Apache SparkInsights into distributed feature rankingMedical Expert SystemsCentralized vs. distributed feature selection methods based on data complexity measuresContent-based methods in peer assessment of open-response questions to grade students as authors and as gradersEnsemble feature selection: Homogeneous and heterogeneous approachesFault detection via recurrence time statistics and one-class classificationA Distributed Feature Selection Approach Based on a Complexity MeasureA factorization approach to evaluate open-response assignments in MOOCs using preference learning on peer assessmentsDistributed feature selection: An application to microarray data classificationEnsemble Feature Selection for Rankings of FeaturesRecent advances and emerging challenges of feature selection in the context of big dataStream change detection via passive-aggressive classification and Bernoulli CUSUMA framework for cost-based feature selectionA review of microarray datasets and applied feature selection methodsAn Agent-Based Model for Simulating Environmental Behavior in an Educational OrganizationData classification using an ensemble of filtersA Decision-Making Model for Environmental Behavior in Agent-Based ModelingA review of feature selection methods on synthetic dataAutomatic bearing fault diagnosis based on one-class ν-SVMExact Incremental Learning for a Single Non-linear Neuron Based on Taylor Expansion and Greville FormulaToward the scalability of neural networks through feature selectionUp-to-Date Feature Selection Methods for Scalable and Efficient Machine LearningAn Agent-Based Prototype for Enhancing Sustainability Behavior at an Academic EnvironmentAn ensemble of filters and classifiers for microarray data classificationInterferential Tear Film Lipid Layer Classification: An Automatic Dry Eye TestNonlinear single layer neural network training algorithm for incremental, nonstationary and distributed learning scenariosA robust incremental learning method for non-stationary environmentsCombining functional networks and sensitivity analysis as wrapper method for feature selection
P50
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P50
description
Spaans onderzoekster
@nl
Spanish professor and researcher
@en
informaticienne, chercheuse et professeure d'université espagnole (*1961)
@fr
informàtica teòrica, investigadora i professora d'universitat
@ca
informática e profesora galega
@gl
informática teórica, investigadora y profesora de universidad
@es
spanische Informatikerin und Forscherin
@de
հետազոտող
@hy
研究者
@zh
name
Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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type
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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altLabel
Amparo Alonso Betanzos
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Amparo Alonso-Betanzos
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Amparo Alonso-Betanzos
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Amparo Alonso-Betanzos
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Amparo Alonso-Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
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Amparo Alonso Betanzos
@ga
Amparo Alonso Betanzos
@gl
Amparo Alonso Betanzos
@it
Amparo Alonso Betanzos
@nl
Amparo Alonso Betanzos
@sl
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P1053
K-5057-2014