Cristina Rubio Escudero

Profesora Titular de Universidad
crubioescudero@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
Capítulo2021 An Extensive Comparative Between Univariate and Multivariate Deep Learning Models in Day-Ahead Electricity Price Forecasting 16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)
Ponencia2021 Discovering spatio-temporal patterns in precision agriculture based on triclustering Advances in Intelligent Systems and Computing
Artículo2021 Discovering three-dimensional patterns in real-time from data streams: An online triclustering approach INFORMATION SCIENCES
Artículo2021 Generating a seismogenic source zone model for the Pyrenees: a GIS-assisted triclustering approach COMPUTERS & GEOSCIENCES
Ponencia2021 Nearest neighbors-based forecasting for electricity demand time series in streaming Advances in Artificial Intelligence: 19th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2020/2021, Málaga, Spain, September 22–24, 2021, Proceedings
Artículo2021 OCEAn: ordinal classification with an ensemble approach INFORMATION SCIENCES
Artículo2021 Rationale for timing of follow-up visits to assess gluten-free diet in celiac disease patients based on data mining NUTRIENTS
Artículo2021 Use of deep learning architectures for day-ahead electricity price forecasting over different time periods in the Spanish electricity market APPLIED SCIENCES-BASEL
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)
Artículo2020 Deep learning techniques to improve the performance of olive oil classification FRONTIERS IN CHEMISTRY
Artículo2020 Generation of Synthetic Data with Conditional Generative Adversarial Networks Logic Journal of the IGPL
Ponencia2020 High-content screening images streaming analysis using the STriGen methodology Proceedings of the ACM Symposium on Applied Computing
Ponencia2020 Implementation of an Internal Quality Assurance System at Pablo de Olavide University of Seville: Improving Computer Science Students Skills Advances in Intelligent Systems and Computing
Artículo2020 Using prior knowledge in the inference of gene association networks Applied Intelligence
Ponencia2019 Convolutional neural networks for olive oil classification FROM BIOINSPIRED SYSTEMS AND BIOMEDICAL APPLICATIONS TO MACHINE LEARNING, PT II
Ponencia2019 Impact of Auto-evaluation Tests as Part of the Continuous Evaluation in Programming Courses INTERNATIONAL JOINT CONFERENCE SOCO'18-CISIS'18- ICEUTE'18
Artículo2018 A novel tree-based algorithm to discover seismic patterns in earthquake catalogs COMPUTERS & GEOSCIENCES
Capítulo2018 Detección de cáncer de piel usando técnicas de aprendizaje profundo XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018) 23-26 de octubre de 2018 Granada, España
Artículo2018 Outcomes during anticoagulation in patients with symptomatic vs. incidental splanchnic vein thrombosis THROMBOSIS RESEARCH
Póster2018 PO-0859: Project S32: decision support system for lung cancer patients RADIOTHERAPY AND ONCOLOGY
Ponencia2018 Project S32: decision support system for lung cancer patients RADIOTHERAPY AND ONCOLOGY
Artículo2018 TRIQ: a new method to evaluate triclusters BIODATA MINING
Artículo2017 Analysis of the Influence of Starting Materials and Processing Conditions on the Properties of W/Cu Alloys MATERIALS
Artículo2017 Analysis of the Microstructure and Mechanical Properties of Titanium-Based Composites Reinforced by Secondary Phases and B4C Particles Produced via Direct Hot Pressing MATERIALS
Artículo2017 Data mining techniques applied to hydrogen lactose breath test PLOS ONE
Artículo2016 Influence of Sintering Temperature on the Microstructure and Mechanical Properties of In Situ Reinforced Titanium Composites by Inductive Hot Pressing MATERIALS
Ponencia2016 TRIQ: A comprehensive evaluation measure for triclustering algorithms Lecture Notes in Computer Science
Artículo2015 A Novel Method for Seismogenic Zoning Based on Triclustering: Application to the Iberian Peninsula ENTROPY
Artículo2015 MSL: A Measure to Evaluate Three-dimensional Patterns in Gene Expression Data EVOLUTIONARY BIOINFORMATICS
Ponencia2014 LSL: A new measure to evaluate triclusters Proceedings - 2014 IEEE International Conference on Bioinformatics and Biomedicine, IEEE BIBM 2014
Artículo2014 Mining 3D Patterns from Gene Expression Temporal Data: A New Tricluster Evaluation Measure SCIENTIFIC WORLD JOURNAL
Artículo2014 PO-0723: Data mining tools for predicting the risk of toxicity in prostate cancer patients treated with radiation therapy RADIOTHERAPY AND ONCOLOGY
Artículo2014 TriGen: A genetic algorithm to mine triclusters in temporal gene expression data NEUROCOMPUTING
Artículo2013 Determining the best set of seismicity indicators to predict earthquakes. Two case studies: Chile and the Iberian Peninsula KNOWLEDGE-BASED SYSTEMS
Artículo2012 Fusion of knowledge towards the identification of genetic profiles AI COMMUNICATIONS
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 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 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
Artículo2010 Optimization of multi-classifiers for computational biology: application to gene finding and expression THEORETICAL CHEMISTRY ACCOUNTS
Artículo2010 Pattern recognition to forecast seismic time series EXPERT SYSTEMS WITH APPLICATIONS
Artículo2008 A Multiobjective Evolutionary Conceptual Clustering Methodology for Gene Annotation Within Structural Databases: A Case of Study on the Gene Ontology Database IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
Ponencia2008 Classification of gene expression profiles: comparison of K-means and expectation maximization algorithms Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008
Artículo2008 Learning robust dynamic networks in prokaryotes by gene expression networks iterative explorer (GENIE) Studies in Computational Intelligence
Ponencia2007 Identifying the promoter features governing differential kinetics of co-regulated genes using fuzzy expressions IEEE International Conference on Fuzzy Systems
Ponencia2007 Modeling genetic networks: Comparison of static and dynamic models Summer Computer Simulation Conference 2007, SCSC'07, Part of the 2007 Summer Simulation Multiconference, SummerSim'07
Ponencia2007 satDNA analyzer 1.2 as a valuable computing tool for evolutionary analysis of satellite-DNA families: Revisiting Y-linked satellite-DNA sequences of Rumex (Polygonaceae) Lecture Notes in Computer Science
Ponencia2007 Targeting differentially co-regulated genes by multiobjective and multimodal optimization Lecture Notes in Computer Science
Ponencia2006 Decision making association rules for recognition of differential gene expression profiles Lecture Notes in Computer Science
Ponencia2006 Fusion of domain knowledge for dynamic learning in transcriptional networks Lecture Notes in Computer Science
Ponencia2006 Mining structural databases: An Evolutionary Multi-Objetive Conceptual Clustering methodology Lecture Notes in Computer Science
Ponencia2006 Optimal selection of microarray analysis methods using a conceptual clustering algorithm Lecture Notes in Computer Science

Proyectos de Investigación

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
01/01/2015 30/06/2019 Investigador/a 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)
01/02/2020 31/01/2022 Investigador/a BIDASGRI: Tecnologías Big Data para Smart Grids (US-1263341) Junta de Andalucía (Consejería de Economía y Conocimiento) (Autonómico)
26/03/2013 31/03/2018 Responsable Modelos Avanzados para el Análisis Inteligente de Información. Aplicación a Datos Biomédicos y Medioambientales. (P11-TIC-7528) Junta de Andalucía - Consejería de Innovación, Ciencia y Empresas (Autonómico)
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)
01/01/2012 30/06/2016 Investigador/a Análisis Inteligente de Información Medioambiental (TIN2011-28956-C02-02) Ministerio de Ciencia e Innovación (Nacional)
01/04/2016 31/12/2020 Investigador/a Projetos de Escolas Resilientes aos Sismos no Território do Algarve e de Huelva - PERSISTAH (0313_PERSISTAH) Comisión Europea (Europeo)
01/10/2007 31/03/2012 Investigador/a Heurísticas escalables para la extracción de conocimiento en grandes volúmenes de información (TIN2007-68084-C02-02) Ministerio de Educación y Ciencia (Nacional)
01/09/2016 31/12/2018 Investigador/a Inteligencia artificial aplicada a la gestión de plagas, (IA2GIP) (RTC-2016-5524-2) Ministerio de Economía, Industria y Competitividad (Nacional)
01/01/2020 31/12/2022 Investigador/a 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)

Contratos

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
08/05/2020 30/09/2020 Investigador/a RAYUELA II Desarrollo de Estudios y Análisis en RAYUELA Inteligente (P011-20/E22) AYESA A.T. (Local)
02/01/2019 31/12/2019 Investigador/a Desarrollo de Estudios y Análisis en Rayuela Inteligente (P007-19/E22) AYESA A.T. (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)
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)
29/07/2020 31/08/2020 Investigador/a Servicios de Inteligencia de Negocio y Perfilado Estadistico del Servicio Andaluz de Empleo (P031-20/E22) AYESA A.T. (Local)

Ayudas

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
15/06/2012 15/09/2012 Responsable Estancia: Centro Nacional de Genómica, Proteómica y Bioinformática de Chile, Santiago de Chile, 90 días (PP2012-05-049) Universidad de Sevilla (Local)