David Gutierrez Aviles

Profesor Sustituto Interino
dgutierrez3@us.es
Área de conocimiento: Lenguajes y Sistemas Informáticos
Departamento: Lenguajes y Sistemas Informáticos
Grupo: Epigenética en células madre y cáncer (BIO-342)
Tipo Año Título Fuente
Artículo2022 Deformation forecasting of a hydropower dam by hybridizing a long short-term memory deep learning network with the coronavirus optimization algorithm COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
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
Artículo2020 Automated Deployment of a Spark Cluster with Machine Learning Algorithm Integration BIG DATA RESEARCH
Artículo2020 Coronavirus optimization algorithm: a bioinspired metaheuristic based on the COVID-19 propagation model BIG DATA
Ponencia2020 High-content screening images streaming analysis using the STriGen methodology Proceedings of the ACM Symposium on Applied Computing
Ponencia2020 Real-Time Big Data Analytics in Smart Cities from LoRa-Based IoT Networks 14TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS (SOCO 2019)
Ponencia2019 Random Hyper-parameter Search-Based Deep Neural Network for Power Consumption Forecasting ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2019, PT I
Ponencia2018 SmartFD: A Real Big Data Application for Electrical Fraud Detection HYBRID ARTIFICIAL INTELLIGENT SYSTEMS (HAIS 2018)
Artículo2018 TRIQ: a new method to evaluate triclusters BIODATA MINING
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 TriGen: A genetic algorithm to mine triclusters in temporal gene expression data NEUROCOMPUTING
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
Este investigador no ha dirigido/tutorizado tesis

Proyectos de Investigación

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
26/03/2013 31/03/2018 Investigador/a 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)

Contratos

Fecha de inicio Fecha de fin Rol Denominación Agencia financiadora
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)
El investigador no tiene ningún resultado de investigación asociado