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Laura Melgar-García
Laura Melgar-García
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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
1402020
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
142023
A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture
L Melgar-García, D Gutierrez-Aviles, MT Godinho, R Espada, IS Brito, ...
Neurocomputing 500, 268-278, 2022
142022
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
122020
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
102021
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
102021
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
102021
Nearest Neighbors-Based Forecasting for Electricity Demand Time Series in Streaming
L Melgar-García, D Gutiérrez-Avilés, C Rubio-Escudero, A Troncoso
Advances in Artificial Intelligence: 19th Conference of the Spanish …, 2021
72021
& Troncoso, A.(2020). Coronavirus Optimization Algorithm: A bioinspired metaheuristic based on the COVID-19 propagation model
F Martínez-Álvarez, G Asencio-Cortés, JF Torres, D Gutiérrez-Avilés, ...
arXiv preprint arXiv:2003.13633, 2003
72003
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
52023
Streaming big time series forecasting based on nearest similar patterns with application to energy consumption
P Jiménez-Herrera, L Melgar-GarcÍa, G Asencio-Cortés, A Troncoso
Logic Journal of the IGPL 31 (2), 255-270, 2023
52023
A new forecasting algorithm based on neighbors for streaming electricity time series
P Jiménez-Herrera, L Melgar-García, G Asencio-Cortés, A Troncoso
International Conference on Hybrid Artificial Intelligence Systems, 522-533, 2020
52020
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
L Melgar-García, F Martínez-Álvarez, D Tien Bui, A Troncoso
International Journal of Digital Earth 16 (1), 3661-3679, 2023
22023
Nearest neighbors with incremental learning for real-time forecasting of electricity demand
L Melgar-García, D Gutiérrez-Avilés, C Rubio-Escudero, A Troncoso
2022 IEEE International Conference on Data Mining Workshops (ICDMW), 1-8, 2022
22022
Comparative Analysis of Deep Learning and Swarm-Optimized Random Forest for Groundwater Spring Potential Identification in Tropical Regions
VH Nhu, PV Hoa, L Melgar-García, D Tien Bui
Remote Sensing 15 (19), 4761, 2023
12023
Feature Selection Guided by CVOA Metaheuristic for Deep Neural Networks: Application to Multivariate Time Series Forecasting
MJ Jiménez-Navarro, C Restrepo-Estrada, L Melgar-García, ...
International Conference on Soft Computing Models in Industrial and …, 2023
2023
Identification of Anomalies in Urban Sound Data with Autoencoders
L Melgar-García, M Hosseini, A Troncoso
International Conference on Hybrid Artificial Intelligence Systems, 27-38, 2023
2023
Explainable Artificial Intelligence for Education: A Real Case of a University Subject Switched to Python
L Melgar-García, Á Troncoso-García, D Gutiérrez-Avilés, JF Torres, ...
Computational Intelligence in Security for Information Systems Conference …, 2023
2023
Big data techniques for real-time processing of massive data streams/Técnicas big data para el procesamiento de flujos de datos masivos en tiempo real
L Melgar García
2023
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Artículos 1–19