David Gutiérrez-Avilés (ORCID: 0000-0002-6292-9873)
David Gutiérrez-Avilés (ORCID: 0000-0002-6292-9873)
Data Science & Big Data Lab, Universidad Pablo de Olavide, ES-41013 Seville, Spain
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Coronavirus optimization algorithm: a bioinspired metaheuristic based on the COVID-19 propagation model
F Martínez-Álvarez, G Asencio-Cortés, JF Torres, D Gutiérrez-Avilés, ...
Big Data 8 (4), 308-322, 2020
462020
TriGen: A genetic algorithm to mine triclusters in temporal gene expression data
D Gutiérrez-Avilés, C Rubio-Escudero, F Martínez-Álvarez, JC Riquelme
Neurocomputing 132, 42-53, 2014
362014
A novel method for seismogenic zoning based on triclustering: application to the Iberian Peninsula
F Martínez-Álvarez, D Gutiérrez-Avilés, A Morales-Esteban, J Reyes, ...
Entropy 17 (7), 5000-5021, 2015
192015
Mining 3D patterns from gene expression temporal data: a new tricluster evaluation measure
D Gutiérrez-Avilés, C Rubio-Escudero
The Scientific World Journal 2014, 2014
182014
Random hyper-parameter search-based deep neural network for power consumption forecasting
JF Torres, D Gutiérrez-Avilés, A Troncoso, F Martínez-Álvarez
International Work-Conference on Artificial Neural Networks, 259-269, 2019
172019
MSL: a measure to evaluate three-dimensional patterns in gene expression data
D Gutiérrez-Avilés, C Rubio-Escudero
Evolutionary Bioinformatics 11, EBO. S25822, 2015
162015
LSL: A new measure to evaluate triclusters
D Gutiérrez-Avilés, C Rubio-Escudero
2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2014
102014
Real-time big data analytics in smart cities from LoRa-based IoT networks
AM Fernández, D Gutiérrez-Avilés, A Troncoso, F Martínez-Álvarez
International Workshop on Soft Computing Models in Industrial and …, 2019
62019
TRIQ: a new method to evaluate triclusters
D Gutiérrez-Avilés, R Giráldez, FJ Gil-Cumbreras, C Rubio-Escudero
BioData mining 11 (1), 1-29, 2018
52018
Triq: a comprehensive evaluation measure for triclustering algorithms
D Gutiérrez-Avilés, C Rubio-Escudero
International Conference on Hybrid Artificial Intelligence Systems, 673-684, 2016
52016
High-content screening images streaming analysis using the STriGen methodology
L Melgar-García, D Gutiérrez-Avilés, C Rubio-Escudero, A Troncoso
Proceedings of the 35th Annual ACM Symposium on Applied Computing, 537-539, 2020
42020
SmartFD: A Real Big Data Application for Electrical Fraud Detection
D Gutiérrez-Avilés, JA Fábregas, J Tejedor, F Martínez-Álvarez, ...
International Conference on Hybrid Artificial Intelligence Systems, 120-130, 2018
32018
Automated Deployment of a Spark Cluster with Machine Learning Algorithm Integration
AM Fernández, D Gutiérrez-Avilés, A Troncoso, F Martínez–Álvarez
Big Data Research 19, 100135, 2020
22020
Unravelling the yeast cell cycle using the trigen algorithm
D Gutiérrez-Avilés, C Rubio-Escudero, JC Riquelme
Conference of the Spanish Association for Artificial Intelligence, 155-163, 2011
22011
Revisiting the yeast cell cycle problem with the improved TriGen algorithm
D Gutiérrez-Avilés, C Rubio-Escudero, JC Riquelme
2011 Third World Congress on Nature and Biologically Inspired Computing, 515-520, 2011
22011
Generating a seismogenic source zone model for the Pyrenees: A GIS-assisted triclustering approach
JL Amaro-Mellado, L Melgar-García, C Rubio-Escudero, ...
Computers & Geosciences 150, 104736, 2021
12021
Triclustering on temporary microarray data using the trigen algorithm
D Gutiérrez-Avilés, C Rubio-Escudero, JC Riquelme
2011 11th International Conference on Intelligent Systems Design and …, 2011
12011
Nearest Neighbors-Based Forecasting for Electricity Demand Time Series in Streaming
L Melgar-García, D Gutiérrez-Avilés, C Rubio-Escudero, A Troncoso
Conference of the Spanish Association for Artificial Intelligence, 185-195, 2021
2021
Discovering three-dimensional patterns in real-time from data streams: An online triclustering approach
L Melgar-García, D Gutiérrez-Avilés, C Rubio-Escudero, A Troncoso
Information Sciences 558, 174-193, 2021
2021
Discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering
L Melgar-García, MT Godinho, R Espada, D Gutiérrez-Avilés, IS Brito, ...
International Workshop on Soft Computing Models in Industrial and …, 2020
2020
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