David
Gutiérrez Aviles
Ikertzailea 2018-2021 tartean
Universidad de Sevilla
Sevilla, EspañaUniversidad de Sevilla-ko ikertzaileekin lankidetzan egindako argitalpenak (19)
2024
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An Experimental Comparison of Qiskit and Pennylane for Hybrid Quantum-Classical Support Vector Machines
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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An evolutionary triclustering approach to discover electricity consumption patterns in France
Proceedings of the ACM Symposium on Applied Computing
2023
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A new Apache Spark-based framework for big data streaming forecasting in IoT networks
Journal of Supercomputing, Vol. 79, Núm. 10, pp. 11078-11100
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A novel distributed forecasting method based on information fusion and incremental learning for streaming time series
Information Fusion, Vol. 95, pp. 163-173
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Data streams classification using deep learning under different speeds and drifts
Logic Journal of the IGPL, Vol. 31, Núm. 4, pp. 688-700
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Explainable Artificial Intelligence for Education: A Real Case of a University Subject Switched to Python
Lecture Notes in Networks and Systems
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Feature Selection Guided by CVOA Metaheuristic for Deep Neural Networks: Application to Multivariate Time Series Forecasting
Lecture Notes in Networks and Systems
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Identifying novelties and anomalies for incremental learning in streaming time series forecasting
Engineering Applications of Artificial Intelligence, Vol. 123
2022
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A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture
Neurocomputing, Vol. 500, pp. 268-278
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Nearest neighbors with incremental learning for real-time forecasting of electricity demand
IEEE International Conference on Data Mining Workshops, ICDMW
2021
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Discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering
Advances in Intelligent Systems and Computing
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Discovering three-dimensional patterns in real-time from data streams: An online triclustering approach
Information Sciences, Vol. 558, pp. 174-193
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Generating a seismogenic source zone model for the Pyrenees: A GIS-assisted triclustering approach
Computers and Geosciences, Vol. 150
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Nearest Neighbors-Based Forecasting for Electricity Demand Time Series in Streaming
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2020
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Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model
Big data, Vol. 8, Núm. 4, pp. 308-322
2018
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SmartFD: A real big data application for electrical fraud detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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TRIQ: A new method to evaluate triclusters
BioData Mining, Vol. 11, Núm. 1
2015
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A novel method for seismogenic zoning based on triclustering: Application to the Iberian Peninsula
Entropy, Vol. 17, Núm. 7, pp. 5000-5021
2014
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TriGen: A genetic algorithm to mine triclusters in temporal gene expression data
Neurocomputing, Vol. 132, pp. 42-53