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Gutiérrez-Avilés, David
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1

An evolutionary triclustering approach to discover electric..:

, In: Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing,
Gutierrez-Aviles, David ; Torres, Jose F. ; Martinez-Alvarez, Francisco. - p. 386-394 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

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/..
 
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3

Feature Selection Guided by CVOA Metaheuristic for Deep Neu..:

, In: 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023); Lecture Notes in Networks and Systems,
Jiménez-Navarro, Manuel Jesús ; Restrepo-Estrada, Camilo ; Melgar-García, Laura. - p. 209-218 , 2023
Link: https://doi.org/10.1007/..
 
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4

Explainable Artificial Intelligence for Education: A Real C..:

, In: Lecture Notes in Networks and Systems; International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023),
Melgar-García, Laura ; Troncoso-García, Ángela ; Gutiérrez-Avilés, David.. - p. 358-367 , 2023
Link: https://doi.org/10.1007/..
 
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5

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/..
 
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6

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/..
 
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7

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/..
 
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8

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/..
 
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9

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/..
 
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10

Data streams classification using deep learning under diffe..:

Lara-Benítez, Pedro ; Carranza-García, Manuel ; Gutiérrez-Avilés, David.
Logic Journal of the IGPL.  31 (2022)  4 - p. 688-700 , 2022
Link: https://doi.org/10.1093/..
 
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11

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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12

Study Case of Household Electricity Consumption Patterns in..:

, In: 16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021); Advances in Intelligent Systems and Computing,
Luna-Romera, José María ; Carranza-García, Manuel ; Gutiérrez-Avilés, David. - p. 706-716 , 2021
Link: https://doi.org/10.1007/..
 
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13

Generating a seismogenic source zone model for the Pyrenees..:

Amaro-Mellado, José L. ; Melgar-García, Laura ; Rubio-Escudero, Cristina.
Computers & Geosciences.  150 (2021)  - p. 104736 , 2021
Link: https://doi.org/10.1016/..
 
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14

Discovering Spatio-Temporal Patterns in Precision Agricultu..:

, In: Advances in Intelligent Systems and Computing; 15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020),
Melgar-García, Laura ; Godinho, Maria Teresa ; Espada, Rita... - p. 226-236 , 2020
Link: https://doi.org/10.1007/..
 
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15

High-content screening images streaming analysis using the ..:

, In: Proceedings of the 35th Annual ACM Symposium on Applied Computing,
Melgar-García, Laura ; Gutiérrez-Avilés, David ; Rubio-Escudero, Cristina. - p. 537-539 , 2020
Link: https://dl.acm.org/doi/1..
 
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