![Foto de Laura](/img/nophoto.png)
Laura
Melgar García
Publicacions (18) Publicacions de Laura Melgar García
2024
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Técnicas Big Data para la predicción de la demanda y precio eléctrico
Economía industrial, Núm. 431, pp. 119-130
2023
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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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A novel semantic segmentation approach based on U-Net, WU-Net, and U-Net++ deep learning for predicting areas sensitive to pluvial flood at tropical area
International Journal of Digital Earth, Vol. 16, Núm. 1, pp. 3661-3679
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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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Identification of Anomalies in Urban Sound Data with Autoencoders
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Identifying novelties and anomalies for incremental learning in streaming time series forecasting
Engineering Applications of Artificial Intelligence, Vol. 123
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Streaming big time series forecasting based on nearest similar patterns with application to energy consumption
Logic Journal of the IGPL, Vol. 31, Núm. 2, pp. 255-270
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 Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering
15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020
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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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A New Forecasting Algorithm Based on Neighbors for Streaming Electricity Time Series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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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