José Cristóbal Riquelme Santos

Catedrático de Universidad
riquelme@us.es
Área de conocimiento: Lenguajes y Sistemas Informáticos
Departamento: Lenguajes y Sistemas Informáticos
Grupo: DATA SCIENCE & BIG DATA LAB (TIC-254)
Instituto de Inv.: I3US
Prog. doctorado: Programa de Doctorado en Ingeniería Informática (RD. 99/2011)
Tipo Año Título Fuente
Ponencia2021 A preliminary study on deep transfer learning applied to image classification for small datasets Advances in Intelligent Systems and Computing
Artículo2021 Enhancing object detection for autonomous driving by optimizing anchor generation and addressing class imbalance NEUROCOMPUTING
Ponencia2021 On the performance of deep learning models for time series classification in streaming Advances in Intelligent Systems and Computing
Artículo2020 An experimental review on deep learning architectures for time series forecasting International Journal of Neural Systems
Artículo2020 Asynchronous dual-pipeline deep learning framework for online data stream classification INTEGRATED COMPUTER-AIDED ENGINEERING
Artículo2020 Autoencoded DNA methylation data to predict breast cancer recurrence: machine learning models and gene-weight significance Artificial Intelligence in Medicine
Artículo2020 Coronavirus optimization algorithm: a bioinspired metaheuristic based on the COVID-19 propagation model BIG DATA
Ponencia2020 Creation of synthetic data with conditional generative adversarial networks 14TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS (SOCO 2019)
Ponencia2020 Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering 14TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS (SOCO 2019)
Artículo2020 Temporal convolutional networks applied to energy-related time series forecasting APPLIED SCIENCES-BASEL
Artículo2019 A framework for evaluating land use and land cover classification using convolutional neural networks REMOTE SENSING
Artículo2019 A Novel Ensemble Method for Electric Vehicle Power Consumption Forecasting: Application to the Spanish System IEEE ACCESS
Artículo2019 Analysis of the Evolution of the Spanish Labour Market Through Unsupervised Learning IEEE ACCESS
Artículo2019 External clustering validity index based on chi-squared statistical test INFORMATION SCIENCES
Artículo2019 Filter-based feature selection in the context of evolutionary neural networks in supervised machine learning PATTERN ANALYSIS AND APPLICATIONS
Ponencia2019 Impact of Auto-evaluation Tests as Part of the Continuous Evaluation in Programming Courses INTERNATIONAL JOINT CONFERENCE SOCO'18-CISIS'18- ICEUTE'18
Artículo2019 Semi-wrapper feature subset selector for feed-forward neural networks: Applications to binary and multi-class classification problems NEUROCOMPUTING
Artículo2018 A novel approach to forecast urban surface-level ozone considering heterogeneous locations and limited information ENVIRONMENTAL MODELLING & SOFTWARE
Artículo2018 An approach to validity indices for clustering techniques in Big Data PROGRESS IN ARTIFICIAL INTELLIGENCE
Capítulo2018 Análisis Big Data para la respuesta a la demanda en el mercado eléctrico XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España
Capítulo2018 Aproximación al índice externo de validación de clustering basado en chi cuadrado XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España
Artículo2018 Big Data Analytics for Discovering Electricity Consumption Patterns in Smart Cities ENERGIES
Capítulo2018 Competición vídeo: ¿cómo puedo saber si el resultado de un clustering es lo suficientemente bueno? XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España
Artículo2018 Contadores inteligentes: ahorros potenciales para el consumidor DYNA
Editorial2018 Data Science and Big Data in Energy Forecasting ENERGIES
Artículo2018 MRQAR: A generic MapReduce framework to discover quantitative association rules in big data problems KNOWLEDGE-BASED SYSTEMS
Artículo2018 On the evolutionary weighting of neighbours and features in the k-nearest neighbour rule NEUROCOMPUTING
Póster2018 PO-0859: Project S32: decision support system for lung cancer patients RADIOTHERAPY AND ONCOLOGY
Editorial2018 Smart meters: potential savings for consumers DYNA
Ponencia2018 SmartFD: A Real Big Data Application for Electrical Fraud Detection HYBRID ARTIFICIAL INTELLIGENT SYSTEMS (HAIS 2018)
Artículo2017 A study of the suitability of autoencoders for preprocessing data in breast cancer experimentation JOURNAL OF BIOMEDICAL INFORMATICS
Editorial2017 Applications of Computational Intelligence in Time Series COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE
Ponencia2017 Low dimensionality or same subsets as a result of feature selection: An in-depth roadmap Lecture Notes in Computer Science
Artículo2017 Machine learning techniques to discover genes with potential prognosis role in Alzheimer's disease using different biological sources INFORMATION FUSION
Ponencia2017 Predicción de módulos defectuosos como un problema de optimización multiobjetivo Actas de las 22nd Jornadas de Ingenier�a del Software y Bases de Datos, JISBD 2017
Editorial2017 Recent Advances in Energy Time Series Forecasting ENERGIES
Editorial2017 Volume, variety and velocity in Data Science KNOWLEDGE-BASED SYSTEMS
Ponencia2016 A Preliminary Study of the Suitability of Deep Learning to Improve LiDAR-Derived Biomass Estimation HYBRID ARTIFICIAL INTELLIGENT SYSTEMS
Ponencia2016 Accuracy Increase on Evolving Product Unit Neural Networks via Feature Subset Selection HYBRID ARTIFICIAL INTELLIGENT SYSTEMS
Ponencia2016 An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2016
Artículo2016 An evolutionary voting for k-nearest neighbours EXPERT SYSTEMS WITH APPLICATIONS
Artículo2016 Improving a multi-objective evolutionary algorithm to discover quantitative association rules KNOWLEDGE AND INFORMATION SYSTEMS
Artículo2016 Merging subsets of attributes to improve a hybrid consistency-based filter: a case of study in product unit neural networks CONNECTION SCIENCE
Artículo2016 Obtaining optimal quality measures for quantitative association rules NEUROCOMPUTING
Artículo2015 A comparison of machine learning regression techniques for LiDAR-derived estimation of forest variables NEUROCOMPUTING
Artículo2015 A multi-scale smoothing kernel for measuring time-series similarity NEUROCOMPUTING
Artículo2015 A Survey on Data Mining Techniques Applied to Electricity-Related Time Series Forecasting ENERGIES
Artículo2015 An evolutionary-weighted majority voting and support vector machines applied to contextual classification of LiDAR and imagery data fusion NEUROCOMPUTING
Ponencia2015 Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach BIOINSPIRED COMPUTATION IN ARTIFICIAL SYSTEMS, PT II
Artículo2015 Enhancing the scalability of a genetic algorithm to discover quantitative association rules in large-scale datasets INTEGRATED COMPUTER-AIDED ENGINEERING
Artículo2015 Local models-based regression trees for very short-term wind speed prediction RENEWABLE ENERGY
Ponencia2014 A comparative study of machine learning regression methods on LiDAR data: A case study Advances in Intelligent Systems and Computing
Capítulo2014 Aplicación multiplataforma para ofrecer materiales didácticos audiovisuales con protección frente a copia y accesos no autorizados I Seminario Iberoamericano de Innovación Docente de la Universidad Pablo de Olavide.
Artículo2014 Data Mining Methods Applied to a Digital Forensics Task for Supervised Machine Learning COMPUTATIONAL INTELLIGENCE IN DIGITAL FORENSICS: FORENSIC INVESTIGATION AND APPLICATIONS
Ponencia2014 Deleting or Keeping Outliers for Classifier Training? 2014 SIXTH WORLD CONGRESS ON NATURE AND BIOLOGICALLY INSPIRED COMPUTING (NABIC)
Artículo2014 Discovering gene association networks by multi-objective evolutionary quantitative association rules JOURNAL OF COMPUTER AND SYSTEM SCIENCES
Artículo2014 Evolutionary feature selection to estimate forest stand variables using LiDAR International Journal of Applied Earth Observation and Geoinformation
Ponencia2014 Improving the k-nearest neighbour rule by an evolutionary voting approach HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS, HAIS 2014
Artículo2014 PO-0723: Data mining tools for predicting the risk of toxicity in prostate cancer patients treated with radiation therapy RADIOTHERAPY AND ONCOLOGY
Ponencia2014 Preliminary comparison of techniques for dealing with imbalance in software defect prediction ACM International Conference Proceeding Series
Artículo2014 Selecting the best measures to discover quantitative association rules NEUROCOMPUTING
Ponencia2014 Tackling ant colony optimization meta-heuristic as search method in feature subset selection based on correlation or consistency measures INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2014
Artículo2014 TriGen: A genetic algorithm to mine triclusters in temporal gene expression data NEUROCOMPUTING
Ponencia2013 A Kernel for Time Series Classification: Application to Atmospheric Pollutants SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS
Ponencia2013 A sensitivity analysis for quality measures of quantitative association rules HYBRID ARTIFICIAL INTELLIGENT SYSTEMS
Artículo2013 A study of subgroup discovery approaches for defect prediction INFORMATION AND SOFTWARE TECHNOLOGY
Artículo2013 Feature selection to enhance a two-stage evolutionary algorithm in product unit neural networks for complex classification problems NEUROCOMPUTING
Ponencia2012 A non-parametric approach for accurate contextual classification of LIDAR and imagery data fusion HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PT II
Artículo2012 Evolutionary Generalized Radial Basis Function neural networks for improving prediction accuracy in gene classification using feature selection APPLIED SOFT COMPUTING
Artículo2012 EVOR-STACK: A label-dependent evolutive stacking on remote sensing data fusion NEUROCOMPUTING
Artículo2012 Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches EXPERT SYSTEMS WITH APPLICATIONS
Artículo2012 On the evolutionary optimization of k-NN by label-dependent feature weighting Pattern Recognition Letters
Artículo2012 Searching for rules to detect defective modules: A subgroup discovery approach INFORMATION SCIENCES
Ponencia2011 A comparative study between two regression methods on LiDAR data: A case study HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PART II
Artículo2011 An evolutionary algorithm to discover quantitative association rules in multidimensional time series SOFT COMPUTING
Ponencia2011 Analysis of Measures of Quantitative Association Rules HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PART II
Artículo2011 Automatic environmental quality assessment for mixed-land zones using lidar and intelligent techniques EXPERT SYSTEMS WITH APPLICATIONS
Ponencia2011 Computational Intelligence Techniques for Predicting Earthquakes HYBRID ARTIFICIAL INTELLIGENT SYSTEMS, PART II
Artículo2011 Discovery of motifs to forecast outlier occurrence in time series Pattern Recognition Letters
Artículo2011 Energy Time Series Forecasting Based on Pattern Sequence Similarity IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
Artículo2011 Evolutionary association rules for total ozone content modeling from satellite observations CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
Ponencia2011 Improving the accuracy of a two-stage algorithm in evolutionary product unit neural networks for classification by means of feature selection NEW CHALLENGES ON BIOINSPIRED APPLICATIONS
Ponencia2011 Inferring gene-gene associations from quantitative association rules International Conference on Intelligent Systems Design and Applications
Ponencia2011 MINING QUANTITATIVE ASSOCIATION RULES IN MICROARRAY DATA USING EVOLUTIVE ALGORITHMS ICAART 2011: PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 1
Ponencia2011 Multiobjective Simulation Optimisation in Software Project Management GECCO-2011: PROCEEDINGS OF THE 13TH ANNUAL GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE
Ponencia2011 On the use of algorithms to discover motifs in DNA sequences International Conference on Intelligent Systems Design and Applications
Ponencia2011 Revisiting the yeast cell cycle problem with the improved TriGen algorithm Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011
Ponencia2011 Subgroup Discovery for Defect Prediction SEARCH BASED SOFTWARE ENGINEERING
Ponencia2011 Triclustering on temporary microarray data using the TriGen algorithm International Conference on Intelligent Systems Design and Applications
Ponencia2011 Unravelling the yeast cell cycle using the TriGen algorithm ADVANCES IN ARTIFICIAL INTELLIGENCE
Ponencia2010 A SVM and k-NN restricted stacking to improve land use and land cover classification HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS, PT 2
Ponencia2010 Evolutionary q-Gaussian Radial Basis Functions for Improving Prediction Accuracy of Gene Classification Using Feature Selection ARTIFICIAL NEURAL NETWORKS-ICANN 2010, PT I
Artículo2010 Inferring gene regression networks with model trees BMC BIOINFORMATICS
Ponencia2010 Knowledge Representation and Applied Decision Making (KREAM) Procedia Computer Science
Ponencia2010 Label dependent evolutionary feature weighting for remote sensing data HYBRID ARTIFICIAL INTELLIGENCE SYSTEMS, PT 2
Artículo2010 Mining quantitative association rules based on evolutionary computation and its application to atmospheric pollution INTEGRATED COMPUTER-AIDED ENGINEERING
Ponencia2010 Using Remote Data Mining on LIDAR and Imagery Fusion Data to Develop Land Cover Maps TRENDS IN APPLIED INTELLIGENT SYSTEMS, PT I, PROCEEDINGS
Ponencia2009 A New Tool for Wind Farm Optimal Design 2009 IEEE BUCHAREST POWERTECH, VOLS 1-5
Artículo2009 Finding Defective Software Modules by Means of Data Mining Techniques IEEE LATIN AMERICA TRANSACTIONS
Ponencia2009 Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences ADVANCES IN INTELLIGENT DATA ANALYSIS VIII, PROCEEDINGS
Ponencia2009 Quantitative Association Rules Applied to Climatological Time Series Forecasting INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING, PROCEEDINGS
Ponencia2009 Searching for Rules to find Defective Modules in Unbalanced Data Sets 1ST INTERNATIONAL SYMPOSIUM ON SEARCH BASED SOFTWARE ENGINEERING, PROCEEDINGS
Artículo2008 Efficient incremental-ranked feature selection in massive data COMPUTATIONAL METHODS OF FEATURE SELECTION
Artículo2008 Evolutionary techniques applied to the optimal short-term scheduling of the electrical energy production EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
Ponencia2008 Finding defective modules from highly unbalanced datasets ADIS 2008 - Apoyo a la Decision en Ingenieria del Software, Evento Realizado en el Marco de las 13th Jornadas de Ingenieria del Software y Bases de Datos, JISBD 2008
Ponencia2008 LBF: A Labeled-Based Forecasting Algorithm and its Application to Electricity Price Time Series ICDM 2008: EIGHTH IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS
Artículo2007 Application of fuzzy logic and data mining techniques as tools for qualitative interpretation of acid mine drainage processes Environmental Geology (Berlin)
Ponencia2007 Detection of Microcalcifications in Mammographies Based on Linear Pixel Prediction and Support-Vector Machines TWENTIETH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS
Artículo2007 Discovering patterns in electricity price using clustering techniques Renewable Energy & Power Quality Journal
Artículo2007 Electricity market price forecasting based on weighted nearest neighbors techniques IEEE TRANSACTIONS ON POWER SYSTEMS
Ponencia2007 Mejor subconjunto aglomerativo ordenado para selección de atributos Actas del V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados
Artículo2007 Natural encoding for evolutionary supervised learning IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
Ponencia2007 Partitioning-clustering techniques applied to the electricity price time series INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2007
Editorial2007 XI Conference of Engineering Software and Databases, JISBD'2006 IEEE LATIN AMERICA TRANSACTIONS
Artículo2006 A comparison of effort estimation methods for 4GL programs: Experiences with statistics and data mining INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
Capítulo2006 A two-stage zone regression method for global characterization of a project database Advances in Machine Learning Applications in Software Engineering
Artículo2006 Data mining: Concepts and trends Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial
Ponencia2006 Data streams classification by incremental rule learning with parameterized generalization Proceedings of the ACM Symposium on Applied Computing
Artículo2006 Incremental wrapper-based gene selection from microarray data for cancer classification PATTERN RECOGNITION
Artículo2006 MINERÍA DE DATOS: CONCEPTOS Y TENDENCIAS Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial
Artículo2006 Presentación : Minería de Datos Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial
Artículo2006 Presentation: Data mining Inteligencia artificial: Revista Iberoamericana de Inteligencia Artificial
Libro2005 Actas del III Taller de Minería de Datos y Aprendizaje Actas del III Taller de Minería de Datos y Aprendizaje
Artículo2005 Analysis of feature rankings for classification ADVANCES IN INTELLIGENT DATA ANALYSIS VI, PROCEEDINGS
Capítulo2005 Aprendizaje Incremental de Reglas en Data Streams Actas del III Taller de Minería de Datos y Aprendizaje
Capítulo2005 Búsqueda secuencial de subconjuntos de atributos sobre un ranking Actas del III Taller de Minería de Datos y Aprendizaje
Artículo2005 Connecting segments for visual data exploration and interactive mining of decision rules JOURNAL OF UNIVERSAL COMPUTER SCIENCE
Artículo2005 Heuristic search over a ranking for feature selection COMPUTATIONAL INTELLIGENCE AND BIOINSPIRED SYSTEMS, PROCEEDINGS
Artículo2005 Incremental rule learning and border examples selection from numerical data streams JOURNAL OF UNIVERSAL COMPUTER SCIENCE
Ponencia2005 Incremental rule learning based on example nearness from numerical data streams Proceedings of the ACM Symposium on Applied Computing
Artículo2005 Knowledge-based fast evaluation for evolutionary learning IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS
Ponencia2005 Learning decision rules by means of hybrid-encoded evolutionary algorithms INFORMATION PROCESSING WITH EVOLUTIONARY ALGORITHMS
Ponencia2004 Application of a KDD metodolocy to a real industrial process Soft Computing with Industrial Applications - Proceedings of the Sixth Biannual World Automation Congress
Ponencia2004 Application of a KDD metodology to a real industrial process SOFT COMPUTING WITH INDUSTRIAL APPLICATIONS, VOL 17
Ponencia2004 Application of evolutionary computation techniques to the optimal short-term scheduling of the electrical energy production CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE
Ponencia2004 Applying data mining to software development projects: A case study ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems
Artículo2004 Clustering Main Concepts from e-Mails Lecture Notes in Computer Science
Artículo2004 Data mining approaches to diffuse large B-cell lymphoma gene expression data interpretation DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS
Artículo2004 Data mining for the management of software development process INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
Ponencia2004 Databases reduction ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems
Ponencia2004 Discovering decision rules from numerical data streams Proceedings of the ACM Symposium on Applied Computing
Artículo2004 Estimación de variables en proyectos de desarrollo de software (PDS) Revista de procesos y métricas de las tecnologías de la información
Artículo2004 ESTIMACIÓN DE VARIABLES EN PROYECTOS DE DESARROLLO DE SOFTWARE (PDS). Revista de procesos y métricas de las tecnologías de la información
Ponencia2004 Evolutionary segmentation of yeast genome Proceedings of the ACM Symposium on Applied Computing
Artículo2004 MODELAD DINÁMICO Y APRENDIZAJE AUTOMÁTICO APLICADO A LA GESTIÓN DE PROYECTOS SOFTWARE Revista de procesos y métricas de las tecnologías de la información
Artículo2004 Modelado dinámico y aprendizaje automático aplicado a la gestión de proyectos software Revista de procesos y métricas de las tecnologías de la información
Artículo2004 Multidimensional data visual exploration by interactive information segments DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS
Artículo2004 Statistical test-based evolutionary segmentation of yeast genome GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2004, PT 1, PROCEEDINGS
Artículo2004 Time-series prediction: Application to the short-term electric energy demand CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE
Artículo2004 Wrapper for ranking feature selection INTELLIGENT DAA ENGINEERING AND AUTOMATED LEARNING IDEAL 2004, PROCEEDINGS
Ponencia2003 A data mining method to support decision making in software development projects ICEIS 2003 - Proceedings of the 5th International Conference on Enterprise Information Systems
Ponencia2003 An efficient data structure for decision rules discovery Proceedings of the ACM Symposium on Applied Computing
Artículo2003 Empirical evaluation of the difficulty of finding a good value of k for the nearest neighbor COMPUTATIONAL SCIENCE - ICCS 2003, PT II, PROCEEDINGS
Artículo2003 Evolutionary learning of hierarchical decision rules IEEE Transactions on Systems, Man, and Cybernetics Part B: Cybernetics
Artículo2003 Fast feature ranking algorithm KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS
Artículo2003 Fast feature selection by means of projections DEVELOPMENTS IN APPLIED ARTIFICIAL INTELLIGENCE
Artículo2003 Finding representative patterns with ordered projections PATTERN RECOGNITION
Artículo2003 Influence of kNN-based load forecasting errors on optimal energy production PROGRESS IN ARTIFICIAL INTELLIGENCE-B
Ponencia2003 Minería de textos y datos aplicadas a la obtención de ontologías a partir de mensajes de correo electrónico VIII Jornadas de Ingeniería del Software y Bases de Datos: actas : (JISBD'03), Alicante, del 12 al 14 de noviembre de 2003
Artículo2003 Mining low dimensionality data streams of continuous attributes PROGRESS IN ARTIFICIAL INTELLIGENCE-B
Artículo2003 Natural coding: A more efficient representation for evolutionary learning GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT I, PROCEEDINGS
Artículo2003 NLC: A measure based on projections DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS
Ponencia2003 Prototype-based mining of numeric data streams Proceedings of the ACM Symposium on Applied Computing
Artículo2003 Supervised learning by means of accuracy-aware evolutionary algorithms INFORMATION SCIENCES
Ponencia2003 Visualization techniques of management rules for software development projects THIRD INTERNATIONAL CONFERENCE ON QUALITY SOFTWARE, PROCEEDINGS
Ponencia2002 An evolutionary algorithm to discover numeric association rules Proceedings of the ACM Symposium on Applied Computing
Ponencia2002 Discovering numeric association rules via evolutionary algorithm Lecture Notes in Computer Science
Ponencia2002 Electricity market price forecasting: neural networks versus weighted-distance k nearest neighbours Lecture Notes in Computer Science
Artículo2002 Generation of management rules through system dynamics and evolutionary computation PRODUCT FOCUSED SOFTWARE PROCESS IMPROVEMENT, PROCEEDINGS
Ponencia2002 Guest-editorial: The 8th ibero-american conference on artificial intelligence (IBERAMIA'02) Journal of Intelligent & Fuzzy Systems
Ponencia2002 Improving the evolutionary coding for machine learning tasks ECAI 2002: 15TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS
Editorial2002 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface Lecture Notes in Computer Science
Ponencia2002 Mining interesting regions using an evolutionary algorithm Proceedings of the ACM Symposium on Applied Computing
Editorial2002 Preface Lecture Notes in Computer Science
Ponencia2002 Preface Lecture Notes in Computer Science
Artículo2002 Projection-based measure for efficient feature selection Journal of Intelligent & Fuzzy Systems
Artículo2002 SOAP: Efficient feature selection of numeric attributes ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2002, PROCEEDINGS
Editorial2002 The 8th Ibero-American Conference on Artificial Intelligence (IBERAMIA'02) Journal of Intelligent & Fuzzy Systems
Artículo2001 An evolutionary and local search algorithm for motion planning of two manipulators JOURNAL OF ROBOTIC SYSTEMS
Artículo2001 An evolutionary approach to estimating software development projects INFORMATION AND SOFTWARE TECHNOLOGY
Ponencia2001 Analysis of environmental thresholds for runoff and erosion through qualitative reasoning methods ECOSYSTEMS AND SUSTAINABLE DEVELOPMENT III
Artículo2001 Data set editing by ordered projection Intelligent Data Analysis
Ponencia2001 Mining numeric association rules with genetic algorithms ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS
Ponencia2001 Non-parametric Nearest Neighbor with local adaptation Lecture Notes in Computer Science
Ponencia2001 OBLIC: Classification system using evolutionary algorithm Lecture Notes in Computer Science
Ponencia2001 Orientando a aspectos la captura de datos de Internet para activar reglas de decisión en agentes web JISBD'2001 : jornadas de ingeniería del software y bases de datos : 21 y 23 de noviembre de 2001, Almagro (Ciudad Real)
Artículo2001 Separation surfaces through genetic programming Lecture Notes in Computer Science
Ponencia2001 SNN: A supervised clustering algorithm Lecture Notes in Computer Science
Artículo2001 Sociodemographic and service utilization differences between regular and urgent initial conultations in a Community Mental Health Center Psiquis: Revista de Psiquiatría, Psicología y Psicosomática
Ponencia2000 Data set editing by ordered projection ECAI 2000: 14TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS
Capítulo2000 Un nuevo enfoque en la estimación y gestión de proyectos V Jornadas sobre Calidad del Software, 6 y 7 de julio de 2000. San Sebastián, Palacio de Miramar: Documentación de ponencias
Artículo2000 Un nuevo enfoque en la estimación y gestión de proyectos Libro de ponencias
Artículo1999 A decision queue based on genetic algorithms: Axis-parallel classifier versus rotated hyperboxes Computational Intelligence and Applications
Artículo1999 Automatic generation of collision-free programs for multiple manipulators using evolutive algorithms Computational Intelligence and Applications
Ponencia1999 CGO y COBLI: clasificadores oblícuos basados en algoritmos genéticos La representación y la organización del conocimiento en sus distintas perspectivas : su influencia en la recuperación de la información: actas del IV Congreso ISKO-España EOCONSID'99, 22-24 de abril de 1999, Granada
Ponencia1999 Three geometric approaches for representing decision rules in a supervised learning system GECCO-99: PROCEEDINGS OF THE GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE
Ponencia1998 A tool to obtain a hierarchical qualitative rules from quantitative data Lecture Notes in Computer Science
Ponencia1998 An evolutionary and local search algorithm for planning two manipulators motion Lecture Notes in Computer Science
Artículo1998 Decision queue classifier for supervised learning using rotated hyperboxes PROGRESS IN ARTIFICIAL INTELLIGENCE-IBERAMIA 98
Artículo1998 Overload screening of transmission systems using neural networks Lecture Notes in Computer Science
Ponencia1997 Clasificación mediante programación genética CAEPIA'97: actas
Ponencia1997 COGITO 2.0: una herramienta para obtener un clasificador jerárquico en aprendizaje supervisado CAEPIA'97: actas
Ponencia1997 COGITO: un sistema de autoaprendizaje basado en algoritmos genéticos III Jornadas de Informática. Actas: El Puerto de Santa María (Cádiz), 14 al 18 de julio 1.997 [sic]
Artículo1996 Optimal control and sensitivity analysis of an energy demand model Systems Analysis Modelling Simulation
Ponencia1995 Coordinated motion planning of manipulators by evolution strategies APPLICATIONS OF ARTIFICIAL INTELLIGENCE IN ENGINEERING X
Ponencia1995 Metodología para obtener nuevas características en sistemas de aprendizaje VI Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 95 : actas : Alicante, 15, 16 y 17 de Noviembre de 1995
Ponencia1992 Classifying system behavior modes by statistical search in the parameter space MODELLING AND SIMULATION 1992
Ponencia1992 Sensitivity analysis of an energy demand model COMPUTATIONAL SYSTEMS ANALYSIS 1992

Tesis dirigidas/tutorizadas:14
Fecha lectura Título Rol
17/10/2019 NEW INTERNAL AND EXTERNAL VALIDATION INDICES FOR CLUSTERING IN BIG DATA Tutor/a
22/10/2013 PONDERACIÓN LOCAL EVOLUTIVA DE LA REGLA DE KNN Director/a
22/03/2013 NUEVOS MODELOS DE REDES NEURONALES EVOLUTIVAS PARA CLASIFICACIÓN. APLICACIÓN A UNIDADES PRODUCTO Y UNIDADES SIGMOIDE Director/a
01/06/2012 INTELLIGENT TECHNIQUES ON LIDAR FOR ENVIRONMENTAL APPLICATIONS Director/a
24/02/2012 EVOLUTIONARY ALGORITHMS TO DISCOVER QUANTITATIVE ASSOCIATION RULES Director/a
05/12/2008 OPTIMIZACIÓN GLOBAL DE PARQUES EÓLICOS MEDIANTE ALGORITMOS EVOLUTIVOS Director/a
20/06/2007 On the automated analysis of software product lines using feature models. A framework for developing automated tool support Tutor/a
05/07/2006 APRENDIZAJE INCREMENTAL DE REGLAS DE DECISIÓN EN SECUENCIAS DE DATOS DE ALTA VELOCIDAD CON SOPORTE A LA MINERÍA DE DATOS INTERACTIVA MEDIANTE EXPLORACIÓN VISUAL DE CONJUNTOS MULTIDIMENSIONALES Director/a
30/06/2006 HEURÍSTICAS DE SELECCIÓN DE ATRIBUTOS PARA DATOS DE GRAN DIMENSIONALIDAD Director/a
09/07/2004 MEJORAS EN EFICIENCIA Y EFICACIA DE ALGORITMOS EVOLUTIVOS PARA APRENDIZAJE SUPERVISADO Director/a
06/11/2003 AVANCES EN LA TOMA DE DECISIONES EN PROYECTOS DE DESARROLLO DE SOFTWARE Director/a
13/12/2002 Métodos para la Inducción de Conocimiento en Aprendizaje Supervisado Utilizando Algoritmos Evolutivos Director/a
13/12/2002 Una técnica Evolutiva para la Extracción de Reglas de Asociación en Bases de Datos Numéricas Director/a
26/06/2001 GENERACIÓN DE REGLAS JERÁRQUICAS DE DECISIÓN CON ALGORITMOS EVOLUTIVOS EN APRENDIZAJE SUPERVISADO Director/a

Proyectos de Investigación

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
01/01/2012 30/06/2016 Responsable Análisis Inteligente de Información Medioambiental (TIN2011-28956-C02-02) Ministerio de Ciencia e Innovación (Nacional)
01/01/2015 30/06/2019 Responsable Big Time-Aware Data: Análisis de Datos Masivos Indexados en el Tiempo. Reglas y Clustering (TIN2014-55894-C2-1-R) Ministerio de Economía y Competitividad (Nacional)
01/09/2016 31/12/2018 Responsable Inteligencia artificial aplicada a la gestión de plagas, (IA2GIP) (RTC-2016-5524-2) Ministerio de Economía, Industria y Competitividad (Nacional)
28/12/2001 27/12/2004 Responsable Definición de diseño de un sistema de métricas para la valoración y estimación de proyectos de ingeniería del software (TIC2001-1143-C03-02) Ministerio de Ciencia y Tecnología (Nacional)
01/01/2018 31/12/2021 Responsable Big Data Streaming: Análisis de Datos Masivos Continuos. Modelos Descriptivos (TIN2017-88209-C2-2-R) Ministerio de Economía y Competitividad (Nacional)
13/12/2004 13/12/2007 Responsable Técnicas emergentes de minería de datos para la extracción de conocimiento de grandes volúmenes de información: aplicación a datos científicos e industriales (TIN2004-00159) Ministerio de Ciencia y Tecnología (Nacional)
01/02/2020 31/01/2022 Responsable BIDASGRI: Tecnologías Big Data para Smart Grids (US-1263341) Junta de Andalucía (Consejería de Economía y Conocimiento) (Autonómico)
01/10/2007 31/03/2012 Responsable Heurísticas escalables para la extracción de conocimiento en grandes volúmenes de información (TIN2007-68084-C02-02) Ministerio de Educación y Ciencia (Nacional)
01/01/2020 31/12/2022 Responsable Modelos híbridos adaptativos para predecir la producción de energías renovables solar y eólica (P18-RT-2778) Junta de Andalucía (Consejería de Economía y Conocimiento) (Autonómico)
13/04/2007 12/04/2010 Investigador/a Desarrollo de nuevos sistemas y dispositivos para la mejora de la calidad del suministro eléctrico (P06-TEP-01882) Junta de Andalucía (Plan Andaluz de Investigación) (Autonómico)

Contratos

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
01/07/2014 31/12/2014 Responsable Evaluación, certificación y auditoría de proyectos (2283/0732) SGS ICS IBÉRICA, S.A. (Nacional)
01/03/2019 30/09/2020 Investigador/a CECOVEL II: Nuevos Desarrollos para el Previsor de Demanda de Vehículo Eléctrico (PI-1919/12/2019) Red Eléctrica de España, S.A (Nacional)
02/01/2019 31/12/2019 Responsable Desarrollo de Estudios y Análisis en Rayuela Inteligente (P007-19/E22) AYESA A.T. (Local)
08/05/2020 30/09/2020 Responsable RAYUELA II Desarrollo de Estudios y Análisis en RAYUELA Inteligente (P011-20/E22) AYESA A.T. (Local)
29/07/2020 31/08/2020 Responsable Servicios de Inteligencia de Negocio y Perfilado Estadistico del Servicio Andaluz de Empleo (P031-20/E22) AYESA A.T. (Local)
21/04/2020 21/04/2021 Investigador/a IA + IoT para la construcción de Servicios de Hogar Inteligente I (P008-20/E22) Smart IoT Labs, S.L. (Local)
29/04/2021 01/04/2022 Investigador/a IA + IoT para la construcción de Servicios de Hogar Inteligente II (P011-21/E22) Smart IoT Labs, S.L. (Local)

Ayudas

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
19/06/2002 18/06/2003 Investigador/a Organización del Congreso Iberoamericano de Inteligencia Artificial IBERAMIA 2002. Programa Nacional: Tecnologías de la Información y las Comunicaciones (TIC2001-4480-E) Ministerio de Ciencia y Tecnología (Nacional)
01/06/2003 01/06/2004 Responsable Red Española de Minería de Datos y Aprendizaje Automático (TIC2002-11124-E) Ministerio de Ciencia y Tecnología (Nacional)
01/11/2004 01/11/2006 Responsable Red española de minería de datos y aprendizaje automático (TIN2004-21343-E) Ministerio de Educación y Ciencia (Nacional)
01/01/2005 31/03/2007 Investigador/a Minig data streams (HP2004-0044) Ministerio de Educación y Ciencia (Nacional)
01/01/2007 01/01/2008 Responsable Red de minería de datos y aprendizaje (TIN2006-27675-E) Ministerio de Educación y Ciencia (Nacional)
01/10/2010 31/12/2013 Responsable Red española de minería de datos y aprendizaje (TIN2010-09163-E) Ministerio de Ciencia e Innovación (Nacional)