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David Gutiérrez-Avilés
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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
1532020
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
512014
Random hyper-parameter search-based deep neural network for power consumption forecasting
JF Torres, D Gutiérrez-Avilés, A Troncoso, F Martínez-Álvarez
Advances in Computational Intelligence: 15th International Work-Conference …, 2019
402019
Deformation forecasting of a hydropower dam by hybridizing a long short‐term memory deep learning network with the coronavirus optimization algorithm
KTT Bui, JF Torres, D Gutiérrez‐Avilés, VH Nhu, DT Bui, ...
Computer‐Aided Civil and Infrastructure Engineering 37 (11), 1368-1386, 2022
362022
MSL: a measure to evaluate three-dimensional patterns in gene expression data
D Gutiérrez-Avilés, C Rubio-Escudero
Evolutionary Bioinformatics 11, EBO. S25822, 2015
262015
Mining 3D patterns from gene expression temporal data: a new tricluster evaluation measure
D Gutiérrez-Avilés, C Rubio-Escudero
The Scientific World Journal 2014 (1), 624371, 2014
242014
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
232015
A novel distributed forecasting method based on information fusion and incremental learning for streaming time series
L Melgar-García, D Gutiérrez-Avilés, C Rubio-Escudero, A Troncoso
Information Fusion 95, 163-173, 2023
212023
A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture
L Melgar-García, D Gutiérrez-Avilés, MT Godinho, R Espada, IS Brito, ...
Neurocomputing 500, 268-278, 2022
182022
LSL: A new measure to evaluate triclusters
D Gutiérrez-Avilés, C Rubio-Escudero
2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2014
162014
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
132021
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
132020
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
132020
Real-time big data analytics in smart cities from LoRa-based IoT networks
AM Fernández, D Gutiérrez-Avilés, A Troncoso, F Martínez-Álvarez
14th International Conference on Soft Computing Models in Industrial and …, 2020
132020
TRIQ: a new method to evaluate triclusters
D Gutiérrez-Avilés, R Giráldez, FJ Gil-Cumbreras, C Rubio-Escudero
BioData mining 11, 1-29, 2018
122018
A new Apache Spark-based framework for big data streaming forecasting in IoT networks
AM Fernández-Gómez, D Gutiérrez-Avilés, A Troncoso, ...
The Journal of Supercomputing 79 (10), 11078-11100, 2023
112023
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
112021
Discovering spatio-temporal patterns in precision agriculture based on triclustering
L Melgar-García, MT Godinho, R Espada, D Gutiérrez-Avilés, IS Brito, ...
15th International Conference on Soft Computing Models in Industrial and …, 2021
112021
SmartFD: A Real Big Data Application for Electrical Fraud Detection
D Gutiérrez-Avilés, JA Fábregas, J Tejedor, F Martínez-Álvarez, ...
Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 2018
82018
Identifying novelties and anomalies for incremental learning in streaming time series forecasting
L Melgar-García, D Gutiérrez-Avilés, C Rubio-Escudero, A Troncoso
Engineering Applications of Artificial Intelligence 123, 106326, 2023
72023
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