David
Gutiérrez Aviles
Researcher in the period 2018-2021
Publications (24) David Gutiérrez Aviles publications
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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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, Vol. 37, Núm. 11, pp. 1368-1386
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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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Automated Deployment of a Spark Cluster with Machine Learning Algorithm Integration
Big Data Research, Vol. 19-20
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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
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High-content screening images streaming analysis using the STriGen methodology
Proceedings of the ACM Symposium on Applied Computing
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Real-Time Big Data Analytics in Smart Cities from LoRa-Based IoT Networks
Advances in Intelligent Systems and Computing
2019
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Random Hyper-parameter Search-Based Deep Neural Network for Power Consumption Forecasting
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)