![Foto de Cristina](/img/nophoto.png)
Cristina
Rubio Escudero
Publicacions (36) Publicacions de Cristina Rubio Escudero
2024
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Emerging trends in big data analytics and natural disasters
Computers and Geosciences
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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Identifying novelties and anomalies for incremental learning in streaming time series forecasting
Engineering Applications of Artificial Intelligence, Vol. 123
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PDSS: A Pharmacological Decision Support System for Diabetics Patients with COVID-19
Studies in health technology and informatics, Vol. 302, pp. 521-525
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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An Artificial Intelligence-Driven Digital Health Solution to Support Clinical Management of Patients With Long COVID-19: Protocol for a Prospective Multicenter Observational Study
JMIR Research Protocols, Vol. 11, Núm. 10
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Generation of Synthetic Data with Conditional Generative Adversarial Networks
Logic Journal of the IGPL, Vol. 30, Núm. 2, pp. 252-262
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MOMIC: A Multi-Omics Pipeline for Data Analysis, Integration and Interpretation
Applied Sciences (Switzerland), Vol. 12, Núm. 8
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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
15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020
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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)
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OCEAn: Ordinal classification with an ensemble approach
Information Sciences, Vol. 580, pp. 221-242
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Rationale for timing of follow-up visits to assess gluten-free diet in celiac disease patients based on data mining
Nutrients, Vol. 13, Núm. 2, pp. 1-8
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Use of deep learning architectures for day-ahead electricity price forecasting over different time periods in the spanish electricity market
Applied Sciences (Switzerland), Vol. 11, Núm. 13
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
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Creation of Synthetic Data with Conditional Generative Adversarial Networks
Advances in Intelligent Systems and Computing
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Deep Learning Techniques to Improve the Performance of Olive Oil Classification
Frontiers in Chemistry, Vol. 7