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1

An Experimental Comparison of Qiskit and Pennylane for Hybr..:

, In: Advances in Artificial Intelligence; Lecture Notes in Computer Science,

Rodríguez-Díaz, Francesc ; Torres, José Francisco ; Gutiérrez-Avilés, David.. - p. 121-130 , 2024

Link: https://doi.org/10.1007/..

2

Advances in Artificial Intelligence: 20th Conference of the..

Lecture Notes in Artificial Intelligence, 14640

Alonso-Betanzos, Amparo ; Guijarro-Berdiñas, Bertha ; Bolón-Canedo, Verónica... - 1st ed. 2024 . , 2024

Link: https://doi.org/10.1007/..

3

Ground-Level Ozone Forecasting Using Explainable Machine Le..:

, In: Advances in Artificial Intelligence; Lecture Notes in Computer Science,

Troncoso-García, Angela Robledo ; Jiménez-Navarro, Manuel Jesús ; Martínez-Álvarez, Francisco. - p. 71-80 , 2024

Link: https://doi.org/10.1007/..

4

A new Apache Spark-based framework for big data streaming f..:

Fernández-Gómez, Antonio M. ; Gutiérrez-Avilés, David ; Troncoso, Alicia.
The Journal of Supercomputing. 79 (2023) 10 - p. 11078-11100 , 2023

Link: https://doi.org/10.1007/..

5

Machine Learning Approaches for Predicting Tree Growth Tren..:

, In: 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023); Lecture Notes in Networks and Systems,

Casas-Gómez, Pablo ; Martínez-Álvarez, Francisco ; Troncoso, Alicia. - p. 229-238 , 2023

Link: https://doi.org/10.1007/..

6

Identification of Anomalies in Urban Sound Data with Autoen..:

, In: Lecture Notes in Computer Science; Hybrid Artificial Intelligent Systems,

Melgar-García, Laura ; Hosseini, Maryam ; Troncoso, Alicia - p. 27-38 , 2023

Link: https://doi.org/10.1007/..

7

FS-Studio: An extensive and efficient feature selection exp..:

Chacón-Maldonado, Andrés Manuel ; Asencio-Cortés, Gualberto ; Martínez-Álvarez, Francisco.
SoftwareX. 23 (2023) - p. 101401 , 2023

Link: https://doi.org/10.1016/..

8

A novel distributed forecasting method based on information..:

Melgar-García, Laura ; Gutiérrez-Avilés, David ; Rubio-Escudero, Cristina.
Information Fusion. 95 (2023) - p. 163-173 , 2023

Link: https://doi.org/10.1016/..

9

Identifying novelties and anomalies for incremental learnin..:

Melgar-García, Laura ; Gutiérrez-Avilés, David ; Rubio-Escudero, Cristina.
Engineering Applications of Artificial Intelligence. 123 (2023) - p. 106326 , 2023

Link: https://doi.org/10.1016/..

10

A novel semantic segmentation approach based on U-Net, WU-N..:

Melgar-García, Laura ; Martínez-Álvarez, Francisco ; Tien Bui, Dieu.
International Journal of Digital Earth. 16 (2023) 1 - p. 3661-3679 , 2023

Link: https://doi.org/10.1080/..

11

A new big data triclustering approach for extracting three-..:

Melgar-García, Laura ; Gutiérrez-Avilés, David ; Godinho, Maria Teresa...
Neurocomputing. 500 (2022) - p. 268-278 , 2022

Link: https://doi.org/10.1016/..

12

Nearest neighbors with incremental learning for real-time f..:

, In: 2022 IEEE International Conference on Data Mining Workshops (ICDMW),

Melgar-Garcia, Laura ; Gutierrez-Aviles, David ; Rubio-Escudero, Cristina. - p. 1-8 , 2022

Link: https://doi.org/10.1109/..

13

Applying wrapper-based variable selection techniques to pre..:

Pietrapiana, Fabio ; Feria-Dominguez, José Manuel ; Troncoso, Alicia
Journal of Development Effectiveness. 13 (2021) 1 - p. 84-99 , 2021

Link: https://doi.org/10.1080/..

14

Advances in Artificial Intelligence: 19th Conference of the..

Lecture Notes in Artificial Intelligence, 12882

Alba, Enrique ; Luque, Gabriel ; Chicano, Francisco... - 1st ed. 2021 . , 2021

Link: https://doi.org/10.1007/..

15

Discovering three-dimensional patterns in real-time from da..:

Melgar-García, Laura ; Gutiérrez-Avilés, David ; Rubio-Escudero, Cristina.
Information Sciences. 558 (2021) - p. 174-193 , 2021

Link: https://doi.org/10.1016/..

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