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Melgar Garcia, Laura laura.melgar@upm.es

INTELIGENCIA ARTIFICIAL / Universidad Politécnica de Madrid

Publications

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 View at source

  • ISSN 14333058

A novel incremental ensemble learning for real-time explainable forecasting of electricity price

  • Melgar-Garcia, Laura
  • Troncoso, Alicia

Knowledge-Based Systems - 3/12/2024

10.1016/j.knosys.2024.112574 View at source

  • 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 - 1/1/2024

10.1007/s00521-024-10731-z View at source

  • 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 View at source

  • ISSN 09521976

Generating a seismogenic source zone model for the Pyrenees: A GIS-assisted triclustering approach

  • Amaro-Mellado, Jose L
  • Melgar-Garcia, Laura
  • Rubio-Escudero, Cristina
  • Gutierrez-Aviles, David

Computers & Geosciences - 1/3/2021

10.1016/j.cageo.2021.104736 View at source

  • ISSN 00983004

Discovering three-dimensional patterns in real-time from data streams: An online triclustering approach

  • Melgar-Garcia, Laura
  • Gutierrez-Aviles, David
  • Rubio-Escudero, Cristina
  • Troncoso, Alicia

Information Sciences (p. 174-193) - 11/2/2021

10.1016/j.ins.2020.12.089 View at source

  • ISSN 00200255

Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model

  • Martinez-Alvarez, F
  • Asencio-Cortes, G
  • Torres, J F
  • Gutierrez-Aviles, D
  • Melgar-Garcia, L
  • Perez-Chacon, R
  • Rubio-Escudero, C
  • Riquelme, J C
  • Troncoso, A
... View more Collapse

Big Data (p. 308-322) - 1/8/2020

  • ISSN 21676461
  • iMarina

This researcher has no books.

This researcher has no book chapters.

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

10.1145/3341105.3374071 View at source

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 View at source

  • ISSN 16113349

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 9/23/25 9:26 PM