Performing multi-target regression via gene expression programming-based ensemble models | 2021
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Peer assessment using soft computing techniques | 2021
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Mining local periodic patterns in a discrete sequence | 2021
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Melanoma Recognition by Fusing Convolutional Blocks and Dynamic Routing between Capsules | 2021
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Introduction to the special issue on Methods and applications in the analysis of social data in healthcare | 2021
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Improving the understanding of cancer in a descriptive way: An emerging pattern mining-based approach | 2021
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Dysregulated splicing factor SF3B1 unveils a dual therapeutic vulnerability to target pancreatic cancer cells and cancer stem cells with an anti-splicing drug | 2021
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Design of peer assessment rubrics for ICT topics | 2021
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CRBA: A Competitive Rate-Based Algorithm Based on Competitive Spiking Neural Networks | 2021
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Convolutional neural networks for the automatic diagnosis of melanoma: An extensive experimental study | 2021
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Classification Accuracy of Hepatitis C Virus Infection Outcome: Data Mining Approach | 2021
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Auto-adaptive Grammar-Guided Genetic Programming algorithm to build Ensembles of Multi-Label Classifiers | 2021
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A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming | 2021
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Tweet Coupling: a social media methodology for clustering scientific publications | 2020
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Trends the use of Artificial Intelligence techniques for peer assessment | 2020
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Tree-Shaped Ensemble of Multi-Label Classifiers using Grammar-Guided Genetic Programming | 2020
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Splicing machinery dysregulation drives glioblastoma development/aggressiveness: oncogenic role of SRSF3 | 2020
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Predicting literature's early impact with sentiment Analysis in Twitter | 2020
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Multi-view learning and genetic programming to obtain interpretable rule-based classifiers for semi-supervised contexts. Lessons learnt. | 2020
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LAC: Library for associative classification | 2020
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Heuristics for interesting class association rule mining a colorectal cancer database | 2020
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Generating Ensembles of Multi-Label Classifiers Using Cooperative Coevolutionary Algorithms | 2020
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Fast convergence of competitive spiking neural networks with sample-based weight initialization | 2020
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Extracting user-centric knowledge on two different spaces: Concepts and records | 2020
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Exceptional in so Many WaysDiscovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios | 2020
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Educational data mining and learning analytics: An updated survey | 2020
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Dysregulation of the splicing machinery is directly associated to aggressiveness of prostate cancer | 2020
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Distributed multi-label feature selection using individual mutual information measures | 2020
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Combining multi-label classifiers based on projections of the output space using Evolutionary algorithms | 2020
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Artificial intelligence and its impact on the prediction of economic indicators | 2020
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Accuracy'Measures of Sentiment Analysis Algorithms for Spanish Corpus generated in Peer Assessment | 2020
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A supervised machine learning-based methodology for analyzing dysregulation in splicing machinery: An application in cancer diagnosis | 2020
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A semantically enriched text mining system for clinical decision support | 2020
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A Preliminary Study on Evolutionary Clustering for Multiple Instance Learning | 2020
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WordificationMI: multi-relational data mining through multiple-instance propositionalization | 2019
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Virtual learning environment to predict withdrawal by leveraging deep learning | 2019
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Subgroup discovery on multiple instance data | 2019
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Subgroup discovery in MOOCs: a big data application for describing different types of learners | 2019
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Speeding up classifier chains in multi-label classification | 2019
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Signal speech reconstruction and noise removal using convolutional denoising audioencoders with neural deep learning | 2019
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Performing Multi-Target Regression via a Parameter Sharing-Based Deep Network | 2019
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Performing melanoma diagnosis by an effective convolutional architecture | 2019
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Obtaining tractable and interpretable descriptions for cases with complications from a colorectal cancer database | 2019
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MiNerDoc: A semantically enriched text mining system to transform clinical text into knowledge | 2019
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LEAC: An efficient library for clustering with evolutionary algorithms | 2019
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JCLEC-MO: A Java suite for solving many-objective optimization engineering problems | 2019
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Guest Editorial: Special Issue on Early Prediction and Supporting of Learning Performance | 2019
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Frequent itemset mining: A 25 years review | 2019
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Evaluating associative classification algorithms for Big Data | 2019
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Dysregulation of the Splicing Machinery Is Associated to the Development of Nonalcoholic Fatty Liver Disease | 2019
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Distributed Selection of Continuous Features in Multilabel Classification Using Mutual Information | 2019
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Discovering students' engagement behaviors in confidence-based assessment | 2019
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Automatic melanoma diagnosis: a review | 2019
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Associative classification in big data through a G3P approach | 2019
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ARFF Data Source Library for Distributed Single/Multiple Instance, Single/Multiple Output Learning on Apache Spark | 2019
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An advanced review on text mining in medicine | 2019
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A survey of many-objective optimisation in search-based software engineering | 2019
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A supervised methodology for analyzing dysregulation in splicing machinery: An application in cancer diagnosis | 2019
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A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data | 2019
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Supervised Descriptive Pattern Mining | 2018
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Statistical comparisons of active learning strategies over multiple datasets | 2018
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Review of ensembles of multi-label classifiers: Models, experimental study and prospects | 2018
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Resolviendo el problema de regresion multi-salida mediante Gene Expression Programming | 2018
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Resolucion de Problemas Biomedicos mediante Tecnicas de Extraccion de Conocimiento | 2018
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Reglas de Asociacion en Datos Multi-Instancia mediante Programacion Genetica Gramatical | 2018
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Optimization of quality measures in association rule mining: an empirical study | 2018
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OLLAWV: OnLine Learning Algorithm using Worst-Violators | 2018
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MIRSVM: Multi-Instance Support Vector Machine with Bag Representatives | 2018
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Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming | 2018
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Mining association rules on Big Data through MapReduce genetic programming | 2018
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JCLAL 2.0: mejoras y nuevas funcionalidades en la herramienta Java de codigo abierto para el aprendizaje activo | 2018
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Interactive Multi-Objective Evolutionary Optimization of Software Architectures | 2018
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Extraccion de factores relevantes en el analisis de datos biomedicos: una metodologia basada en tecnicas de aprendizaje supervisado | 2018
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Evolutionary Strategy to perform Batch-Mode Active Learning on Multi-Label Data | 2018
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Estudio de escalabilidad de implementaciones multiobjetivo en problemas con muchos objetivos | 2018
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Distributed Nearest Neighbor Classification for Large-Scale Multi-label Data on Spark | 2018
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Changes in Splicing Machinery Components Influence, Precede, and Early Predict the Development of Type 2 Diabetes: From the CORDIOPREV Study | 2018
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Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data | 2018
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Aprendizaje automatico con programacion genetica gramatical para la deteccion de patrones de diseño | 2018
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API para el desarrollo de algoritmos interactivos en ingenieria del software basada en busqueda | 2018
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An evolutionary approach to build ensembles of multi-label classifiers | 2018
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An ensemble-based method for the selection of instances in the multi-target regression problem | 2018
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A gene expression programming method for multi-target regression | 2018
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A gene expression programming algorithm for discovering classification rules in the multi-objective space | 2018
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On the effect of local search in the multi-objective evolutionary discovery of software architectures | 2017
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Multi-view semi-supervised learning using genetic programming interpretable classification rules | 2017
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Multi-Target Support Vector Regression Via Correlation Regressor Chains | 2017
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Multi-Objective Genetic Programming for Feature Extraction and Data Visualization | 2017
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MLDA: A tool for analyzing multi-label datasets | 2017
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Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming | 2017
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Large-scale multi-label ensemble learning on Spark | 2017
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Hepatic Steatosis in Obese Women is Associated with Alterations in Splicing Machinery Components | 2017
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Extremely High-dimensional Optimization with MapReduce: Scaling Functions and Algorithm | 2017
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Exhaustive search algorithms to mine subgroups on Big Data using Apache Spark | 2017
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Evaluation and comparison of open source software suites for data mining and knowledge discovery | 2017
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Effective active learning strategy for multi-label learning | 2017
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Educational data science in massive open online courses | 2017
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Descubrimiento de patrones de diseño basado en buenas prácticas: modelo y discusión | 2017
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Descubrimiento de patrones de diseño basado en buenas practicas: modelo y discusion | 2017
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Búsqueda coevolutiva interactiva aplicada al diseño de software | 2017
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Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data | 2017
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An evolutionary algorithm for optimizing the target ordering in Ensemble of Regressor Chains | 2017
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An evolutionary algorithm for mining rare association rules: A Big Data approach | 2017
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A locally weighted learning method based on a data gravitation model for multi-target regression | 2017
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ur-CAIM: improved CAIM discretization for unbalanced and balanced data | 2016
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Una herramienta para analizar conjuntos de datos multi-etiqueta | 2016
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Subgroup discovery on Big Data: exhaustive methodologies using Map-Reduce | 2016
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Speeding-Up Association Rule Mining With Inverted Index Compression | 2016
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Recommending degree studies according to students attitudes in high school by means of subgroup discovery | 2016
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Predicción de la aceptación o rechazo de las calificaciones finales propuestas por el alumnado usando técnicas de Minería de Datos | 2016
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Pattern Mining with Evolutionary Algorithms | 2016
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Multiple instance learning: Foundations and algorithms | 2016
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Mining exceptional relationships with grammar-guided genetic programming | 2016
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Minería de reglas de asociación excepcionales extraídas con algoritmos evolutivos | 2016
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Minería de patrones en Big Data | 2016
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Memetic Algorithms for the Automatic Discovery of Software Architectures | 2016
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JCLAL: a Java framework for active learning | 2016
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Herramienta basada en computación evolutiva interactiva para arquitectos software | 2016
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Estudio de mecanismos de hibridación para el descubrimiento evolutivo de arquitecturas | 2016
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Estrategia efectiva para el aprendizaje activo multi-etiqueta | 2016
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Effective lazy learning algorithm based on a data gravitation model for multi-label learning | 2016
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Early dropout prediction using data mining: a case study with high school students | 2016
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Early dropout prediction using data mining: a case study with high school students | 2016
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Discovering useful patterns from multiple instance data | 2016
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Búsquedas exhaustivas de subgrupos con MapReduce en Big Data | 2016
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An ensemble-based approach for multi-view multi-label classification | 2016
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An Algorithm Evaluation for Discovering Classification Rules with Gene Expression Programming | 2016
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Algoritmo de programación genética gramatical para la extracción de reglas de asociación en Big Data usando el paradigma MapReduce | 2016
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A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets | 2016
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A comparative study of many-objective evolutionary algorithms for the discovery of software architectures | 2016
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Synthesis of In-Place Iterative Sorting Algorithms Using GP: A Comparison Between STGP, SFGP, G3P and GE | 2015
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Speeding up multiple instance learning classification rules on GPUs | 2015
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Scalable extensions of the ReliefF algorithm for weighting and selecting features on the multi-label learning context | 2015
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Modelo de Reglas de Asociación para el Diagnóstico de Prestaciones en el Servicio Público de Empleo Estatal | 2015
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Interactividad en el descubrimiento evolutivo de arquitecturas | 2015
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Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets | 2015
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Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets | 2015
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Genetic Programming for Mining Association Rules in Relational Database Environments | 2015
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Estudio preliminar del rendimiento de familias de algoritmos multiobjetivo en diseño arquitectónico | 2015
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Diseño automático de multi-clasificadores basados en proyecciones de etiquetas | 2015
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Discovering clues to avoid middle school failure at early stages | 2015
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Combinación de vistas para clasificación multi-etiqueta: estudio preliminar | 2015
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Aplicación del aprendizaje activo en el diagnóstico médico | 2015
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An Extensible JCLEC-based Solution for the Implementation of Multi-Objective Evolutionary Algorithms | 2015
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An Evolutionary Self-Adaptive Algorithm for Mining Association Rules | 2015
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An evolutionary algorithm for the discovery of rare class association rules in learning management systems | 2015
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An approach for the evolutionary discovery of software architectures | 2015
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Algoritmo evolutivo para optimizar ensembles de clasificadores multi-etiqueta | 2015
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A Tutorial on Multilabel Learning | 2015
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A Classification Module for Genetic Programming Algorithms in JCLEC | 2015
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Swarm-based metaheuristics in automatic programming: A survey | 2014
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Special issue: Advances in learning schemes for function approximation | 2014
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Single and multi-objective ant programming for mining interesting rare association rules | 2014
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Scalable CAIM discretization on multiple GPUs using concurrent kernels | 2014
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Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm | 2014
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Parallelization strategies for markerless human motion capture | 2014
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Parallel evaluation of Pittsburgh rule-based classifiers on GPUs | 2014
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On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery | 2014
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On the Performance of Multiple Objective Evolutionary Algorithms for Software Architecture Discovery | 2014
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On the adaptability of G3PARM to the extraction of rare association rules | 2014
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Multi-label learning: A review of the state of the art and ongoing research | 2014
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Metaherramienta para la generación de aplicaciones científicas basadas en workflows | 2014
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Impact of HbA1c measurement on hospital readmission rates: Analysis of 70,000 clinical database patient records | 2014
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GPU-parallel SubTree interpreter for genetic programming | 2014
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Evolutionary feature weighting to improve the performance of multi-label lazy algorithms | 2014
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Classification rule mining with iterated greedy | 2014
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Classification Rule Mining with Iterated Greedy | 2014
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Análisis de la aplicabilidad de medidas software para el diseño semi-automático de arquitecturas | 2014
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Accepting or Rejecting Students' Self-grading in Their Final Marks by using Data Mining | 2014
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A survey on pre-processing educational data | 2014
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Weighted data gravitation classification for standard and imbalanced data | 2013
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Web usage mining for predicting final marks of students that use Moodle courses | 2013
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ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning | 2013
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Programación Automática con Colonias de Hormigas Multi-Objetivo en GPUs | 2013
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Predicting students' final performance from participation in on-line discussion forums | 2013
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Predicting student failure at school using genetic programming and different data mining approaches with high dimensional and imbalanced data | 2013
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Predicting school failure and dropout by using data mining techniques | 2013
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Parallel multi-objective Ant Programming for classification using GPUs | 2013
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On the use of ant programming for mining rare association rules | 2013
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Mining association rules with single and multi-objective grammar guided ant programming | 2013
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Identificación de Componentes en Arquitecturas Software Mediante Programación Evolutiva | 2013
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HyDR-MI: A hybrid algorithm to reduce dimensionality in multiple instance learning | 2013
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High performance evaluation of evolutionary-mined association rules on GPUs | 2013
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Grammar-based multi-objective algorithms for mining association rules | 2013
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Feature weighting on multi-label data through quadratic loss minimization | 2013
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Extracción de reglas de asociación frecuentes en bases de datos relacionales | 2013
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EDM para la detección precoz del fracaso escolar en secundaria | 2013
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DRAL: A tool for discovering relevant e-activities for learners | 2013
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Discovering Subgroups by means of Genetic Programming | 2013
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Association rule mining using genetic programming to provide feedback to instructors from multiple-choice quiz data | 2013
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An interpretable classification rule mining algorithm | 2013
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Algoritmo de programación evolutiva para identificación de arquitecturas software | 2013
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A Novel Component Identification Approach Using Evolutionary Programming | 2013
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A grammar-guided genetic programming algorithm for multi-label classification | 2013
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VisualJCLEC: A visual framework for evolutionary computation | 2012
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Speeding up the evaluation phase of GP classification algorithms on GPUs | 2012
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ReliefF-MI: An extension of ReliefF to multiple instance learning | 2012
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Programación con Hormigas Multi-Objetivo para la Extracción de Reglas de Clasificación | 2012
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Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems | 2012
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Multi-objective ant programming for mining classification rules | 2012
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Multi-instance genetic programming for predicting student performance in web based educational environments | 2012
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Modelo gravitacional para clasificación | 2012
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Minería de reglas de asociación poco frecuentes con programación genética | 2012
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Meta-learning approach for automatic parameter tuning: A case study with educational datasets | 2012
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Learning similarity metric to improve the performance of lazy multi-label ranking algorithms | 2012
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Genetic Programming: New Approaches and Successful Applications | 2012
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Detección de intrusos con reglas de asociación: un estudio preliminar | 2012
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Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules | 2012
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Classification via clustering for predicting final marks based on student participation in forums | 2012
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Classification rule mining using ant programming guided by grammar with multiple Pareto fronts | 2012
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Binary and multiclass imbalanced classification using multi-objective ant programming | 2012
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A genetic programming free-parameter algorithm for mining association rules | 2012
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Using ant programming guided by grammar for building rule-based classifiers | 2011
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Subgroup discovery in an e-learning usage study based on Moodle | 2011
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Self-evaluation first ECTS course in a programming subject | 2011
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RM-Tool: A framework for discovering and evaluating association rules | 2011
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Multiple instance learning with multiple objective genetic programming for web mining | 2011
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Multiple instance learning for classifying students in learning management systems | 2011
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Mining and Representing Rare Association Rules through the Use of Genetic Programming | 2011
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Association Rule Mining using a Multi-Objective Grammar-Based Ant Programming Algorithm | 2011
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An evaluation of the effectiveness of e-learning system as support for traditional classes | 2011
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An EP algorithm for learning highly interpretable classifiers | 2011
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A parallel genetic programming algorithm for classification | 2011
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A java desktop tool for mining moodle data | 2011
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A Gene Expression Programming Algorithm for Multi-Label Classification | 2011
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A Gene Expression Programming Algorithm for Multi-Label Classification | 2011
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A collaborative educational association rule mining tool | 2011
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Web usage mining for improving students performance in learning management systems | 2010
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Speeding Up Evolutionary Learning Algorithms using GPUs | 2010
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Solving classification problems using genetic programming algorithms on GPUs | 2010
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Reducing dimensionality in multiple instance learning with a filter method | 2010
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Mining Rare Association Rules from e-Learning Data | 2010
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Minería de Reglas de Clasificación mediante un Algoritmo de Programación Automática con Hormigas | 2010
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Introduction to the experimental design in the data mining tool KEEL | 2010
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Handbook of Educational Data Mining | 2010
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Grammar guided genetic programming for multiple instance learning: An experimental study | 2010
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G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules | 2010
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G3P-MI: A genetic programming algorithm for multiple instance learning | 2010
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Feature selection is the reliefF for multiple instance learning | 2010
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Evolving multi-label classification rules with gene expression programming: a preliminary study | 2010
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Evolutionary algorithms for subgroup discovery applied to e-learning data | 2010
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Educational data mining: A review of the state of the art | 2010
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Class association rule mining from students' test data | 2010
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Analysis of the Effectiveness of G3PARM Algorithm | 2010
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An intruder detection approach based on infrequent rating pattern mining | 2010
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An Automatic Programming ACO-Based Algorithm for Classification Rule Mining | 2010
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A TDIDT technique for multi-label classification | 2010
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A survey on the application of genetic programming to classification | 2010
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A grammar based ant programming algorithm for mining classification rules | 2010
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Predicting Student Grades in Learning Management Systems with Multiple Instance Learning Genetic Programming | 2009
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Predicting Academic Achievement Using Multiple Instance Genetic Programming | 2009
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Multi-label classification with gene expression programming | 2009
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Multi-instance genetic programming for web index recommendation | 2009
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KEEL: a software tool to assess evolutionary algorithms for data mining problems | 2009
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KEEL: a software tool to assess evolutionary algorithms for data mining problems | 2009
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Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data | 2009
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Evolutionary algorithms for subgroup discovery in e-learning: A practical application using Moodle data | 2009
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Collaborative Data Mining Tool for Education | 2009
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Collaborative Data Mining Tool for Education | 2009
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Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems | 2009
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Applying Web usage mining for personalizing hyperlinks in Web-based adaptive educational systems | 2009
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An architecture for making recommendations to courseware authors using association rule mining and collaborative filtering | 2009
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An architecture for making recommendations to courseware authors using association rule mining and collaborative filtering | 2009
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A niching algorithm to learn discriminant functions with multi-label patterns | 2009
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A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning | 2009
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