Melgar Garcia, Laura laura.melgar@upm.es
Actividades
- Artículos 13
- Libros 0
- Capítulos de libro 0
- Congresos 8
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 0
- Tesis dirigidas 0
- Patentes o licencias de software 0
Combining values and images in deep learning models for time series forecasting: An electricity market case study
- Saez-Bombin, S
- Melgar-Garcia, L
- Troncoso, A
ENERGY AND AI - 1/5/2026
10.1016/j.egyai.2025.100673 Ver en origen
- ISSN 26665468
Online forecasting using neighbor-based incremental learning for electricity markets
- Melgar-García L
- Gutiérrez-Avilés D
- Rubio-Escudero C
- Troncoso A
Neural Computing & Applications (p. 22923-22940) - 1/1/2025
10.1007/s00521-024-10876-x Ver en origen
- ISSN 14333058
A novel incremental ensemble learning for real-time explainable forecasting of electricity price
- Melgar-García, L
- Troncoso, A
Knowledge-Based Systems - 3/12/2024
10.1016/j.knosys.2024.112574 Ver en origen
- ISSN 09507051
A novel method based on hybrid deep learning with explainability for olive fruit pest forecasting
- Chacón-Maldonado AM
- Melgar-García L
- Asencio-Cortés G
- Troncoso A
Neural Computing & Applications (p. 3245-3264) - 1/1/2024
10.1007/s00521-024-10731-z Ver en origen
- ISSN 14333058
Identifying novelties and anomalies for incremental learning in streaming time series forecasting
- Melgar-Garcia, Laura
- Gutierrez-Aviles, David
- Rubio-Escudero, Cristina
- Troncoso, Alicia
Engineering Applications Of Artificial Intelligence - 17/4/2023
10.1016/j.engappai.2023.106326 Ver en origen
- ISSN 09521976
Streaming big time series forecasting based on nearest similar patterns with application to energy consumption
- Jiménez-Herrera P
- Melgar-García L
- Asencio-Cortés G
- Troncoso A
Logic Journal Of The Igpl (p. 255-270) - 1/1/2023
10.1093/jigpal/jzac017 Ver en origen
- ISSN 13670751
Comparative Analysis of Deep Learning and Swarm-Optimized Random Forest for Groundwater Spring Potential Identification in Tropical Regions
- Nhu V-H
- Hoa PV
- Melgar-García L
- Tien Bui D
Remote Sensing - 1/1/2023
10.3390/rs15194761 Ver en origen
- ISSN 20724292
A novel distributed forecasting method based on information fusion and incremental learning for streaming time series
- Melgar-García L
- Gutiérrez-Avilés D
- Rubio-Escudero C
- Troncoso A
Information Fusion (p. 163-173) - 1/1/2023
10.1016/j.inffus.2023.02.023 Ver en origen
- ISSN 15662535
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
- Melgar-García L
- Martínez-Álvarez F
- Tien Bui D
- Troncoso A
International Journal Of Digital Earth (p. 3661-3679) - 1/1/2023
10.1080/17538947.2023.2252401 Ver en origen
- ISSN 17538947
A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture
- Melgar-García L
- Gutiérrez-Avilés D
- Godinho MT
- Espada R
- Brito IS
- Martínez-Álvarez F
- Troncoso A
- Rubio-Escudero C
Neurocomputing (p. 268-278) - 1/1/2022
10.1016/j.neucom.2021.06.101 Ver en origen
- ISSN 09252312
Este/a investigador/a no tiene libros.
Este/a investigador/a no tiene capítulos de libro.
Explainable Artificial Intelligence for Education: A Real Case of a University Subject Switched to Python
- Melgar-García L
- Troncoso-García Á
- Gutiérrez-Avilés D
- Torres JF
- Troncoso A
Lecture Notes In Networks And Systems (p. 358-367) - 1/1/2023
10.1007/978-3-031-42519-6_34 Ver en origen
- ISSN 23673370
Feature Selection Guided by CVOA Metaheuristic for Deep Neural Networks: Application to Multivariate Time Series Forecasting
- Jiménez-Navarro MJ
- Restrepo-Estrada C
- Melgar-García L
- Gutierrez-Aviles D
Lecture Notes In Networks And Systems (p. 209-218) - 1/1/2023
10.1007/978-3-031-42529-5_20 Ver en origen
- ISSN 23673370
Identification of Anomalies in Urban Sound Data with Autoencoders
- Melgar-García L
- Hosseini M
- Troncoso A
Syntactic Asp Forgetting With Forks (p. 27-38) - 1/1/2023
10.1007/978-3-031-40725-3_3 Ver en origen
- ISSN 03029743
Nearest neighbors with incremental learning for real-time forecasting of electricity demand
- Melgar-Garcia L
- Gutierrez-Aviles D
- Rubio-Escudero C
- Troncoso A
Ieee International Conference On Data Mining Workshops, Icdmw (p. 834-841) - 1/1/2022
10.1109/icdmw58026.2022.00112 Ver en origen
- ISSN 23759232
Discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering
- Melgar-García L
- Godinho MT
- Espada R
- Gutiérrez-Avilés D
- Brito IS
- Martínez-Álvarez F
- Troncoso A
- Rubio-Escudero C
A Spanish Political Tweets Fine-Tuned Sentiment Analysis Model (p. 226-236) - 1/1/2021
10.1007/978-3-030-57802-2_22 Ver en origen
- ISSN 21945357
Nearest Neighbors-Based Forecasting for Electricity Demand Time Series in Streaming
- Melgar-García L
- Gutiérrez-Avilés D
- Rubio-Escudero C
- Troncoso A
Syntactic Asp Forgetting With Forks (p. 185-195) - 1/1/2021
10.1007/978-3-030-85713-4_18 Ver en origen
- ISSN 03029743
High-Content Screening images streaming analysis using the STriGen methodology
- Melgar-Garcia, Laura
- Gutierrez-Aviles, David
- Rubio-Escudero, Cristina
- Troncoso, Alicia
Proceedings Of The 35th Annual Acm Symposium On Applied Computing (Sac'20) (p. 537-539) - 1/1/2020
A New Forecasting Algorithm Based on Neighbors for Streaming Electricity Time Series
- Jimenez-Herrera, P
- Melgar-Garcia, L
- Asencio-Cortes, G
- Troncoso, A
Instant Or Distant: A Temporal Network Tale Of Two Interaction Platforms And Their Influence On Collaboration (p. 522-533) - 1/1/2020
10.1007/978-3-030-61705-9_43 Ver en origen
- ISSN 16113349
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
Este/a investigador/a no tiene proyectos de investigación.
Este/a investigador/a no tiene tesis dirigidas.
Este/a investigador/a no tiene patentes o licencias de software.
Perfiles de investigador/a
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ORCID
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Scopus Author ID