Laura Melgar-García

A novel distributed forecasting method based on information fusion and incremental learning for streaming time series

Laura Melgar-García, David Gutiérrez‐Avilés, Cristina Rubio-Escudero et al. · Information Fusion · 2023 · 44 citations

A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture

Laura Melgar-García, David Gutiérrez‐Avilés, Maria Teresa Godinho et al. · Neurocomputing · 2022 · 23 citations · Full text

Identifying novelties and anomalies for incremental learning in streaming time series forecasting

Laura Melgar-García, David Gutiérrez‐Avilés, Cristina Rubio-Escudero et al. · Engineering Applications of Artificial Intelligence · 2023 · 20 citations

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

Laura Melgar-García, Francisco Martínez‐Álvarez, Dieu Tien Bui et al. · International Journal of Digital Earth · 2023 · 17 citations · Full text

Engineering, Flood Control, Disaster Detection +18

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

Laura Melgar-García, David Gutiérrez‐Avilés, Cristina Rubio-Escudero et al. · Information Sciences · 2021 · 11 citations

Data Stream, Engineering, Data Science +12