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Browsing by Author "Melgar García, Laura"
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Article
A new big data triclustering approach for extracting three-dimensional patterns in precision agriculture
Melgar García, Laura; Gutiérrez Avilés, David; Godinho, María Teresa; Espada, Rita; Brito, Isabel Sofía; Martínez Álvarez, Francisco; Troncoso Lora, Alicia; Rubio Escudero, Cristina (Elsevier, 2022)Precision agriculture focuses on the development of site-specific harvest considering the variability of each crop ...
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Article
Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model
Martínez Álvarez, Francisco; Asencio Cortés, Gualberto; Torres, J. F.; Gutiérrez Avilés, David; Melgar García, Laura; Pérez Chacón, R.; Rubio Escudero, Cristina; Riquelme Santos, José Cristóbal; Troncoso Lora, Alicia (Mary Ann Liebert, 2020)This study proposes a novel bioinspired metaheuristic simulating how the coronavirus spreads and infects healthy people. ...
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Presentation
Discovering Spatio-Temporal Patterns in Precision Agriculture Based on Triclustering
Melgar García, Laura; Godinho, María Teresa; Espada, Rita; Gutiérrez Avilés, David; Brito, Isabel Sofía; Martínez Álvarez, Francisco; Troncoso Lora, Alicia; Rubio Escudero, Cristina (Springer, 2020)Agriculture has undergone some very important changes over the last few decades. The emergence and evolution of precision ...
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Article
Discovering three-dimensional patterns in real-time from data streams: An online triclustering approach
Melgar García, Laura; Gutiérrez Avilés, David; Rubio Escudero, Cristina; Troncoso Lora, Alicia (Elsevier, 2021)Triclustering algorithms group sets of coordinates of 3-dimensional datasets. In this paper, a new triclustering approach ...
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Article
Generating a seismogenic source zone model for the Pyrenees: A GIS-assisted triclustering approach
Amaro Mellado, José Lázaro; Melgar García, Laura; Rubio Escudero, Cristina; Gutiérrez Avilés, David (Elsevier, 2021)Seismogenic source zone models, including the delineation and the characterization, still have a role to play in seismic ...
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Presentation
High-Content Screening images streaming analysis using the STriGen methodology
Melgar García, Laura; Gutiérrez Avilés, David; Rubio Escudero, Cristina; Troncoso Lora, Alicia (Association for Computing Machinery (ACM), 2020)One of the techniques that provides systematic insights into biolog ical processes is High-Content Screening (HCS). It ...
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Presentation
Nearest Neighbors-Based Forecasting for Electricity Demand Time Series in Streaming
Melgar García, Laura; Gutiérrez Avilés, David; Rubio Escudero, Cristina; Troncoso Lora, Alicia (Springer, 2021)This paper presents a new forecasting algorithm for time series in streaming named StreamWNN. The methodology has two ...