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List of works by Amparo Alonso Betanzos

A Decision-Making Model for Environmental Behavior in Agent-Based Modeling

scientific article published in 2013

A Distributed Feature Selection Approach Based on a Complexity Measure

scientific article published in 2015

A Log Analyzer Agent for Intrusion Detection in a Multi-Agent System

scientific article published in 2010

A Wrapper Method for Feature Selection in Multiple Classes Datasets

scientific article published in 2009

A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset

scientific article published in June 2009

A factorization approach to evaluate open-response assignments in MOOCs using preference learning on peer assessments

scientific article published in September 2015

A framework for cost-based feature selection

scientific article published in July 2014

A global optimum approach for one-layer neural networks

scientific article published in June 2002

A measure of fault tolerance for functional networks

scientific article published in December 2004

A methodology for improving tear film lipid layer classification.

scientific article published in July 2014

A minimum volume covering approach with a set of ellipsoids

scientific article published in December 2013

A new convex objective function for the supervised learning of single-layer neural networks

scientific article published in May 2010

A new method for sleep apnea classification using wavelets and feedforward neural networks

scientific article published in May 2005

A new supervised local modelling classifier based on information theory

scientific article published in June 2009

A review of feature selection methods on synthetic data

article

A review of microarray datasets and applied feature selection methods

scientific article published in October 2014

A robust incremental learning method for non-stationary environments

scientific article published in May 2011

A study of performance on microarray data sets for a classifier based on information theoretic learning

scientific article published on 12 June 2011

A tool for agent communication in Mozart/Oz

scholarly article

Adaptive pattern recognition in the analysis of cardiotocographic records

scientific article published in September 2001

An Add-On for Managing Behaviours with Priority in JADE

scientific article published in December 2006

An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization

scientific article published on 18 October 2014

An Agent-Based Prototype for Enhancing Sustainability Behavior at an Academic Environment

scientific article published in 2012

An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns

scientific article published in 2001

An Information Theory-Based Feature Selection Framework for Big Data Under Apache Spark

scientific article published in September 2018

An ensemble of filters and classifiers for microarray data classification

An intelligent system for forest fire risk prediction and fire fighting management in Galicia

Applying machine learning to detect early stages of cardiac remodelling and dysfunction

scientific article published on 26 June 2020

Applying statistical, uncertainty-based and connectionist approaches to the prediction of fetal outcome: a comparative study

scientific article published in September 1999

Automatic bearing fault diagnosis based on one-class ν-SVM

scientific article published in January 2013

Automatic unit for monitoring and diagnosis with the contraction stress test

scientific article published on 01 July 1988

Biases in feature selection with missing data

scientific article published in February 2019

Centralized vs. distributed feature selection methods based on data complexity measures

scientific article published in February 2017

Combining Feature Selection and Local Modelling in the KDD Cup 99 Dataset

scientific article published in 2009

Combining functional networks and sensitivity analysis as wrapper method for feature selection

scientific article published in September 2011

Content-based methods in peer assessment of open-response questions to grade students as authors and as graders

scientific article published in February 2017

Conversion methods for symbolic features: A comparison applied to an intrusion detection problem

scientific article published in September 2009

Data classification using an ensemble of filters

scientific article published in July 2014

Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach

scientific article published on 16 June 2015

Developing an electrical distribution monitoring system

scientific article published in 1997

Distributed classification based on distances between probability distributions in feature space

scientific article published in December 2018

Distributed correlation-based feature selection in spark

article published in 2018

Distributed feature selection: An application to microarray data classification

scientific article published in May 2015

EECB: a knowledge elicitation tool based on repertory grid and city block metric

scientific article published in April 1998

ESTER: an expert system for management of respiratory weaning therapy

scientific article published in May 1989

Efficiency of local models ensembles for time series prediction

scientific article published in June 2011

Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness

scientific article published in January 2002

Ensemble Feature Selection for Rankings of Features

scientific article published in 2015

Ensemble feature selection: Homogeneous and heterogeneous approaches

scientific article published in February 2017

Ensembles for feature selection: A review and future trends

scientific article published in December 2019

Exact Incremental Learning for a Single Non-linear Neuron Based on Taylor Expansion and Greville Formula

scientific article published in 2013

Exploring Guidelines for Classification of Major Heart Failure Subtypes by Using Machine Learning

scientific article published on 21 May 2015

FOETOS in clinical practice: A retrospective analysis of its performance

scientific article published in January 1989

Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks

scientific article published in 2010

Fault detection via recurrence time statistics and one-class classification

scientific article published in December 2016

Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset

scientific article published in May 2011

Feature selection for high-dimensional data

Foetos: an expert system for fetal assessment.

scientific article published in February 1991

Functional network topology learning and sensitivity analysis based on ANOVA decomposition

scientific article published in January 2007

Insights into distributed feature ranking

Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system

scientific article published in March 2002

Interferential Tear Film Lipid Layer Classification: An Automatic Dry Eye Test

scientific article published in November 2012

Linear-Least-Squares Initialization of Multilayer Perceptrons Through Backpropagation of the Desired Response

scientific article published in March 2005

Local Modeling Classifier for Microarray Gene-Expression Data

scientific article published in 2010

Medical Expert Systems

scientific article published on 15 August 2017

Multiclass classifiers vs multiple binary classifiers using filters for feature selection

scientific article published in July 2010

Nonlinear single layer neural network training algorithm for incremental, nonstationary and distributed learning scenarios

scientific article published in December 2012

On developing an automatic threshold applied to feature selection ensembles

scholarly article by B. Seijo-Pardo et al published January 2019 in Information Fusion

On the behavior of feature selection methods dealing with noise and relevance over synthetic scenarios

scientific article published in July 2011

On the effectiveness of discretization on gene selection of microarray data

article

Optimizing novelty and diversity in recommendations

Paving the way for providing teaching feedback in automatic evaluation of open response assignments

Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes

scientific article published in 2024

Power wind mill fault detection via one-class ν-SVM vibration signal analysis

scientific article published in July 2011

Real-Time Tear Film Classification Through Cost-Based Feature Selection

Recent advances and emerging challenges of feature selection in the context of big data

Reducing dimensionality in a database of sleep EEG arousals

scientific article published in June 2011

Scalability Analysis of ANN Training Algorithms with Feature Selection

scientific article published in 2011

Stream change detection via passive-aggressive classification and Bernoulli CUSUM

scientific article published in June 2015

The NST-EXPERT project: the need to evolve ⬇️

scientific article published on August 1, 1995

The PATRICIA project: a semantic-based methodology for intelligent monitoring in the ICU

scientific article published in December 1993

Toward an ensemble of filters for classification

scientific article published in November 2011

Toward the scalability of neural networks through feature selection

scientific article published in June 2013

Up-to-Date Feature Selection Methods for Scalable and Efficient Machine Learning

scholarly article

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