Publications

Filter by type:

Predicting literature's early impact with sentiment Analysis in Twitter | 2020

Details DOI

Multi-view learning and genetic programming to obtain interpretable rule-based classifiers for semi-supervised contexts. Lessons learnt. | 2020

Details

LAC: Library for associative classification | 2020

Details DOI

Heuristics for interesting class association rule mining a colorectal cancer database | 2020

Details DOI

Educational data mining and learning analytics: An updated survey | 2020

Details DOI

Dysregulation of the splicing machinery is directly associated to aggressiveness of prostate cancer | 2020

Details DOI

Distributed multi-label feature selection using individual mutual information measures | 2020

Details DOI

Combining multi-label classifiers based on projections of the output space using Evolutionary algorithms | 2020

Details DOI

A semantically enriched text mining system for clinical decision support | 2020

Details DOI

WordificationMI: multi-relational data mining through multiple-instance propositionalization | 2019

Details DOI

Virtual learning environment to predict withdrawal by leveraging deep learning | 2019

Details DOI

Subgroup discovery on multiple instance data | 2019

Details DOI

Subgroup discovery in MOOCs: a big data application for describing different types of learners | 2019

Details DOI

Speeding up classifier chains in multi-label classification | 2019

Details

Signal speech reconstruction and noise removal using convolutional denoising audioencoders with neural deep learning | 2019

Details DOI

Performing Multi-Target Regression via a Parameter Sharing-Based Deep Network | 2019

Details DOI

Performing melanoma diagnosis by an effective convolutional architecture | 2019

Details

Obtaining tractable and interpretable descriptions for cases with complications from a colorectal cancer database | 2019

Details DOI

MiNerDoc: A semantically enriched text mining system to transform clinical text into knowledge | 2019

Details DOI

LEAC: An efficient library for clustering with evolutionary algorithms | 2019

Details DOI

JCLEC-MO: A Java suite for solving many-objective optimization engineering problems | 2019

Details DOI

Guest Editorial: Special Issue on Early Prediction and Supporting of Learning Performance | 2019

Details DOI

Frequent itemset mining: A 25 years review | 2019

Details DOI

Evaluating associative classification algorithms for Big Data | 2019

Details DOI

Dysregulation of the Splicing Machinery Is Associated to the Development of Nonalcoholic Fatty Liver Disease | 2019

Details DOI

Distributed Selection of Continuous Features in Multilabel Classification Using Mutual Information | 2019

Details DOI

Discovering students' engagement behaviors in confidence-based assessment | 2019

Details DOI

Automatic melanoma diagnosis: a review | 2019

Details

Associative classification in big data through a G3P approach | 2019

Details

ARFF Data Source Library for Distributed Single/Multiple Instance, Single/Multiple Output Learning on Apache Spark | 2019

Details DOI

An advanced review on text mining in medicine | 2019

Details DOI

A survey of many-objective optimisation in search-based software engineering | 2019

Details DOI

A supervised methodology for analyzing dysregulation in splicing machinery: An application in cancer diagnosis | 2019

Details DOI

A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data | 2019

Details DOI

Supervised Descriptive Pattern Mining | 2018

Details DOI

Statistical comparisons of active learning strategies over multiple datasets | 2018

Details

Review of ensembles of multi-label classifiers: Models, experimental study and prospects | 2018

Details DOI

Resolviendo el problema de regresion multi-salida mediante Gene Expression Programming | 2018

Details

Resolucion de Problemas Biomedicos mediante Tecnicas de Extraccion de Conocimiento | 2018

Details

Reglas de Asociacion en Datos Multi-Instancia mediante Programacion Genetica Gramatical | 2018

Details

Optimization of quality measures in association rule mining: an empirical study | 2018

Details

OLLAWV: OnLine Learning Algorithm using Worst-Violators | 2018

Details DOI

MIRSVM: Multi-Instance Support Vector Machine with Bag Representatives | 2018

Details DOI

Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming | 2018

Details DOI

Mining association rules on Big Data through MapReduce genetic programming | 2018

Details DOI

JCLAL 2.0: mejoras y nuevas funcionalidades en la herramienta Java de codigo abierto para el aprendizaje activo | 2018

Details

Interactive Multi-Objective Evolutionary Optimization of Software Architectures | 2018

Details DOI

Extraccion de factores relevantes en el analisis de datos biomedicos: una metodologia basada en tecnicas de aprendizaje supervisado | 2018

Details

Evolutionary Strategy to perform Batch-Mode Active Learning on Multi-Label Data | 2018

Details

Estudio de escalabilidad de implementaciones multiobjetivo en problemas con muchos objetivos | 2018

Details

Distributed Nearest Neighbor Classification for Large-Scale Multi-label Data on Spark | 2018

Details DOI

Changes in Splicing Machinery Components Influence, Precede, and Early Predict the Development of Type 2 Diabetes: From the CORDIOPREV Study | 2018

Details

Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data | 2018

Details DOI

Aprendizaje automatico con programacion genetica gramatical para la deteccion de patrones de diseño | 2018

Details

API para el desarrollo de algoritmos interactivos en ingenieria del software basada en busqueda | 2018

Details

An evolutionary approach to build ensembles of multi-label classifiers | 2018

Details DOI

An ensemble-based method for the selection of instances in the multi-target regression problem | 2018

Details

A gene expression programming method for multi-target regression | 2018

Details DOI

A gene expression programming algorithm for discovering classification rules in the multi-objective space | 2018

Details DOI

On the effect of local search in the multi-objective evolutionary discovery of software architectures | 2017

Details PDF DOI

Multi-view semi-supervised learning using genetic programming interpretable classification rules | 2017

Details

Multi-Target Support Vector Regression Via Correlation Regressor Chains | 2017

Details PDF DOI

Multi-Objective Genetic Programming for Feature Extraction and Data Visualization | 2017

Details PDF DOI

MLDA: A tool for analyzing multi-label datasets | 2017

Details PDF DOI

Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming | 2017

Details DOI

Large-scale multi-label ensemble learning on Spark | 2017

Details

Hepatic Steatosis in Obese Women is Associated with Alterations in Splicing Machinery Components | 2017

Details

Extremely High-dimensional Optimization with MapReduce: Scaling Functions and Algorithm | 2017

Details PDF DOI

Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark | 2017

Details DOI

Evaluation and comparison of open source software suites for data mining and knowledge discovery | 2017

Details DOI

Effective active learning strategy for multi-label learning | 2017

Details DOI

Educational data science in massive open online courses | 2017

Details DOI

Descubrimiento de patrones de diseño basado en buenas prácticas: modelo y discusión | 2017

Details PDF

Descubrimiento de patrones de diseño basado en buenas practicas: modelo y discusion | 2017

Details

Búsqueda coevolutiva interactiva aplicada al diseño de software | 2017

Details PDF

Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data | 2017

Details DOI

An evolutionary algorithm for optimizing the target ordering in Ensemble of Regressor Chains | 2017

Details DOI

An evolutionary algorithm for mining rare association rules: A Big Data approach | 2017

Details PDF DOI

A locally weighted learning method based on a data gravitation model for multi-target regression | 2017

Details

ur-CAIM: improved CAIM discretization for unbalanced and balanced data | 2016

Details PDF DOI

Una herramienta para analizar conjuntos de datos multi-etiqueta | 2016

Details PDF

Subgroup discovery on Big Data: exhaustive methodologies using Map-Reduce | 2016

Details PDF DOI

Speeding-Up Association Rule Mining With Inverted Index Compression | 2016

Details PDF DOI

Recommending degree studies according to students attitudes in high school by means of subgroup discovery | 2016

Details PDF DOI

Predicción de la aceptación o rechazo de las calificaciones finales propuestas por el alumnado usando técnicas de Minería de Datos | 2016

Details PDF

Pattern Mining with Evolutionary Algorithms | 2016

Details PDF DOI

Multiple instance learning: Foundations and algorithms | 2016

Details PDF DOI

Mining exceptional relationships with grammar-guided genetic programming | 2016

Details PDF DOI

Minería de reglas de asociación excepcionales extraídas con algoritmos evolutivos | 2016

Details

Minería de patrones en Big Data | 2016

Details

Memetic Algorithms for the Automatic Discovery of Software Architectures | 2016

Details PDF DOI

LAIM discretization for multi-label data | 2016

Details PDF DOI

JCLAL: a Java framework for active learning | 2016

Details PDF

Herramienta basada en computación evolutiva interactiva para arquitectos software | 2016

Details

Estudio de mecanismos de hibridación para el descubrimiento evolutivo de arquitecturas | 2016

Details PDF

Estrategia efectiva para el aprendizaje activo multi-etiqueta | 2016

Details

Effective lazy learning algorithm based on a data gravitation model for multi-label learning | 2016

Details PDF

Early dropout prediction using data mining: a case study with high school students | 2016

Details PDF DOI

Early dropout prediction using data mining: a case study with high school students | 2016

Details DOI

Discovering useful patterns from multiple instance data | 2016

Details PDF DOI

Búsquedas exhaustivas de subgrupos con MapReduce en Big Data | 2016

Details

Big Data on Real-World Applications | 2016

Details PDF DOI

An ensemble-based approach for multi-view multi-label classification | 2016

Details PDF DOI

An Algorithm Evaluation for Discovering Classification Rules with Gene Expression Programming | 2016

Details PDF DOI

Algoritmo de programación genética gramatical para la extracción de reglas de asociación en Big Data usando el paradigma MapReduce | 2016

Details

A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets | 2016

Details PDF DOI

A comparative study of many-objective evolutionary algorithms for the discovery of software architectures | 2016

Details PDF DOI

Synthesis of In-Place Iterative Sorting Algorithms Using GP: A Comparison Between STGP, SFGP, G3P and GE | 2015

Details

Speeding up multiple instance learning classification rules on GPUs | 2015

Details PDF DOI

Scalable extensions of the ReliefF algorithm for weighting and selecting features on the multi-label learning context | 2015

Details PDF DOI

Modelo de Reglas de Asociación para el Diagnóstico de Prestaciones en el Servicio Público de Empleo Estatal | 2015

Details

Interactividad en el descubrimiento evolutivo de arquitecturas | 2015

Details PDF

Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets | 2015

Details PDF DOI

Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets | 2015

Details DOI

Genetic Programming for Mining Association Rules in Relational Database Environments | 2015

Details PDF

Estudio preliminar del rendimiento de familias de algoritmos multiobjetivo en diseño arquitectónico | 2015

Details

Diseño automático de multi-clasificadores basados en proyecciones de etiquetas | 2015

Details PDF

Discovering clues to avoid middle school failure at early stages | 2015

Details PDF DOI

Combinación de vistas para clasificación multi-etiqueta: estudio preliminar | 2015

Details

Aplicación del aprendizaje activo en el diagnóstico médico | 2015

Details PDF

An Extensible JCLEC-based Solution for the Implementation of Multi-Objective Evolutionary Algorithms | 2015

Details PDF DOI

An Evolutionary Self-Adaptive Algorithm for Mining Association Rules | 2015

Details PDF

An evolutionary algorithm for the discovery of rare class association rules in learning management systems | 2015

Details PDF DOI

An approach for the evolutionary discovery of software architectures | 2015

Details PDF DOI

Algoritmo evolutivo para optimizar ensembles de clasificadores multi-etiqueta | 2015

Details PDF

A Tutorial on Multilabel Learning | 2015

Details PDF DOI

A Tutorial on Multilabel Learning | 2015

Details DOI

A Classification Module for Genetic Programming Algorithms in JCLEC | 2015

Details PDF

Swarm-based metaheuristics in automatic programming: A survey | 2014

Details PDF DOI

Special issue: Advances in learning schemes for function approximation | 2014

Details PDF DOI

Single and multi-objective ant programming for mining interesting rare association rules | 2014

Details DOI

Scalable CAIM discretization on multiple GPUs using concurrent kernels | 2014

Details PDF DOI

Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm | 2014

Details PDF DOI

Parallelization strategies for markerless human motion capture | 2014

Details PDF DOI

Parallel evaluation of Pittsburgh rule-based classifiers on GPUs | 2014

Details PDF DOI

On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery | 2014

Details PDF DOI

On the Performance of Multiple Objective Evolutionary Algorithms for Software Architecture Discovery | 2014

Details PDF DOI

On the adaptability of G3PARM to the extraction of rare association rules | 2014

Details PDF DOI

Multi-label learning: A review of the state of the art and ongoing research | 2014

Details PDF DOI

Metaherramienta para la generación de aplicaciones científicas basadas en workflows | 2014

Details PDF

Impact of HbA1c measurement on hospital readmission rates: Analysis of 70,000 clinical database patient records | 2014

Details PDF DOI

GPU-parallel SubTree interpreter for genetic programming | 2014

Details PDF DOI

Foreword: Intelligent data analysis | 2014

Details PDF DOI

Evolutionary feature weighting to improve the performance of multi-label lazy algorithms | 2014

Details PDF DOI

Classification rule mining with iterated greedy | 2014

Details PDF DOI

Classification Rule Mining with Iterated Greedy | 2014

Details PDF

Análisis de la aplicabilidad de medidas software para el diseño semi-automático de arquitecturas | 2014

Details PDF

Accepting or Rejecting Students' Self-grading in Their Final Marks by using Data Mining | 2014

Details PDF

A survey on pre-processing educational data | 2014

Details PDF DOI

Weighted data gravitation classification for standard and imbalanced data | 2013

Details PDF DOI

Web usage mining for predicting final marks of students that use Moodle courses | 2013

Details PDF DOI

ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning | 2013

Details PDF

Programación Automática con Colonias de Hormigas Multi-Objetivo en GPUs | 2013

Details

Predicting students' final performance from participation in on-line discussion forums | 2013

Details PDF DOI

Predicting student failure at school using genetic programming and different data mining approaches with high dimensional and imbalanced data | 2013

Details PDF DOI

Predicting school failure and dropout by using data mining techniques | 2013

Details PDF DOI

Parallel multi-objective Ant Programming for classification using GPUs | 2013

Details PDF DOI

On the use of ant programming for mining rare association rules | 2013

Details PDF DOI

Mining association rules with single and multi-objective grammar guided ant programming | 2013

Details PDF DOI

Identificación de Componentes en Arquitecturas Software Mediante Programación Evolutiva | 2013

Details PDF

HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning | 2013

Details PDF DOI

High performance evaluation of evolutionary-mined association rules on GPUs | 2013

Details PDF DOI

Grammar-based multi-objective algorithms for mining association rules | 2013

Details PDF DOI

Feature weighting on multi-label data through quadratic loss minimization | 2013

Details PDF

Extracción de reglas de asociación frecuentes en bases de datos relacionales | 2013

Details

EDM para la detección precoz del fracaso escolar en secundaria | 2013

Details

DRAL: A tool for discovering relevant e-activities for learners | 2013

Details PDF DOI

Discovering Subgroups by means of Genetic Programming | 2013

Details PDF DOI

Data mining in education | 2013

Details PDF DOI

Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data | 2013

Details PDF DOI

An interpretable classification rule mining algorithm | 2013

Details PDF DOI

Algoritmo de programación evolutiva para identificación de arquitecturas software | 2013

Details

A Novel Component Identification Approach Using Evolutionary Programming | 2013

Details PDF DOI

A grammar-guided genetic programming algorithm for multi-label classification | 2013

Details PDF DOI

VisualJCLEC: A visual framework for evolutionary computation | 2012

Details PDF DOI

Speeding up the evaluation phase of GP classification algorithms on GPUs | 2012

Details PDF DOI

ReliefF-MI: An extension of ReliefF to multiple instance learning | 2012

Details PDF DOI

Programación con Hormigas Multi-Objetivo para la Extracción de Reglas de Clasificación | 2012

Details

Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems | 2012

Details PDF DOI

Multi-objective ant programming for mining classification rules | 2012

Details PDF DOI

Multi-instance genetic programming for predicting student performance in web based educational environments | 2012

Details PDF DOI

Modelo gravitacional para clasificación | 2012

Details

Minería de reglas de asociación poco frecuentes con programación genética | 2012

Details

Meta-learning approach for automatic parameter tuning: A case study with educational datasets | 2012

Details PDF

Learning similarity metric to improve the performance of lazy multi-label ranking algorithms | 2012

Details PDF DOI

Genetic Programming: New Approaches and Successful Applications | 2012

Details PDF

Detección de intrusos con reglas de asociación: un estudio preliminar | 2012

Details

Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules | 2012

Details PDF DOI

Classification via clustering for predicting final marks based on student participation in forums | 2012

Details PDF

Classification rule mining using ant programming guided by grammar with multiple Pareto fronts | 2012

Details PDF DOI

Binary and multiclass imbalanced classification using multi-objective ant programming | 2012

Details PDF DOI

A genetic programming free-parameter algorithm for mining association rules | 2012

Details PDF DOI

Using ant programming guided by grammar for building rule-based classifiers | 2011

Details PDF DOI

Subgroup discovery in an e-learning usage study based on Moodle | 2011

Details PDF DOI

Self-evaluation first ECTS course in a programming subject | 2011

Details PDF DOI

RM-Tool: A framework for discovering and evaluating association rules | 2011

Details PDF DOI

Multiple instance learning with multiple objective genetic programming for web mining | 2011

Details PDF DOI

Multiple instance learning for classifying students in learning management systems | 2011

Details PDF DOI

Mining and Representing Rare Association Rules through the Use of Genetic Programming | 2011

Details PDF DOI

JCLEC meets WEKA! | 2011

Details PDF DOI

Association Rule Mining using a Multi-Objective Grammar-Based Ant Programming Algorithm | 2011

Details PDF DOI

An evaluation of the effectiveness of e-learning system as support for traditional classes | 2011

Details PDF DOI

An EP algorithm for learning highly interpretable classifiers | 2011

Details PDF DOI

A parallel genetic programming algorithm for classification | 2011

Details PDF DOI

A java desktop tool for mining moodle data | 2011

Details PDF

A Gene Expression Programming Algorithm for Multi-Label Classification | 2011

Details

A Gene Expression Programming Algorithm for Multi-Label Classification | 2011

Details PDF

A collaborative educational association rule mining tool | 2011

Details PDF DOI

Web usage mining for improving students performance in learning management systems | 2010

Details PDF DOI

Speeding Up Evolutionary Learning Algorithms using GPUs | 2010

Details

Solving classification problems using genetic programming algorithms on GPUs | 2010

Details PDF DOI

Reducing dimensionality in multiple instance learning with a filter method | 2010

Details PDF DOI

Mining Rare Association Rules from e-Learning Data | 2010

Details PDF

Minería de Reglas de Clasificación mediante un Algoritmo de Programación Automática con Hormigas | 2010

Details

Introduction to the experimental design in the data mining tool KEEL | 2010

Details PDF DOI

Handbook of Educational Data Mining | 2010

Details PDF

Grammar guided genetic programming for multiple instance learning: An experimental study | 2010

Details PDF DOI

G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules | 2010

Details PDF

G3P-MI: A genetic programming algorithm for multiple instance learning | 2010

Details PDF DOI

Feature selection is the reliefF for multiple instance learning | 2010

Details PDF DOI

Evolving multi-label classification rules with gene expression programming: a preliminary study | 2010

Details

Evolutionary algorithms for subgroup discovery applied to e-learning data | 2010

Details PDF DOI

Educational data mining: A review of the state of the art | 2010

Details PDF DOI

Class association rule mining from students' test data | 2010

Details PDF

Analysis of the Effectiveness of G3PARM Algorithm | 2010

Details PDF DOI

An intruder detection approach based on infrequent rating pattern mining | 2010

Details PDF DOI

An Automatic Programming ACO-Based Algorithm for Classification Rule Mining | 2010

Details PDF DOI

A TDIDT technique for multi-label classification | 2010

Details PDF DOI

A survey on the application of genetic programming to classification | 2010

Details PDF DOI

A grammar based ant programming algorithm for mining classification rules | 2010

Details PDF DOI

Predicting Student Grades in Learning Management Systems with Multiple Instance Learning Genetic Programming | 2009

Details PDF

Predicting Academic Achievement Using Multiple Instance Genetic Programming | 2009

Details PDF DOI

Multi-label classification with gene expression programming | 2009

Details

Multi-instance genetic programming for web index recommendation | 2009

Details PDF DOI

KEEL: a software tool to assess evolutionary algorithms for data mining problems | 2009

Details DOI

KEEL: a software tool to assess evolutionary algorithms for data mining problems | 2009

Details PDF DOI

Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data | 2009

Details PDF DOI

Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data | 2009

Details DOI

Collaborative Data Mining Tool for Education | 2009

Details PDF

Collaborative Data Mining Tool for Education | 2009

Details

Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems | 2009

Details PDF DOI

Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems | 2009

Details DOI

An architecture for making recommendations to courseware authors using association rule mining and collaborative filtering | 2009

Details PDF DOI

An architecture for making recommendations to courseware authors using association rule mining and collaborative filtering | 2009

Details DOI

A niching algorithm to learn discriminant functions with multi-label patterns | 2009

Details

A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning | 2009

Details PDF DOI