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pro vyhledávání: '"Benítez, José M."'
Customer segmentation is a fundamental process to develop effective marketing strategies, personalize customer experience and boost their retention and loyalty. This problem has been widely addressed in the scientific literature, yet no definitive so
Externí odkaz:
http://arxiv.org/abs/2405.17467
Publikováno v:
Mathematics 2024, 12(19), 3032
Convolutional Neural Networks (CNN) are widely used to face challenging tasks like speech recognition, natural language processing or computer vision. As CNN architectures get larger and more complex, their computational requirements increase, incurr
Externí odkaz:
http://arxiv.org/abs/2401.01361
Large Language Models (LLMs) like BERT have gained significant prominence due to their remarkable performance in various natural language processing tasks. However, they come with substantial computational and memory costs. Additionally, they are ess
Externí odkaz:
http://arxiv.org/abs/2312.10702
Publikováno v:
Neural Networks, Volume 171, 2024, Pages 229-241, ISSN 0893-6080
Deep learning models have been widely used during the last decade due to their outstanding learning and abstraction capacities. However, one of the main challenges any scientist has to face using deep learning models is to establish the network's arc
Externí odkaz:
http://arxiv.org/abs/2312.10560
Publikováno v:
In Neural Networks March 2024 171:229-241
Autor:
Baldán, Francisco J., Benítez, José M.
Multivariate time series classification is a task with increasing importance due to the proliferation of new problems in various fields (economy, health, energy, transport, crops, etc.) where a large number of information sources are available. Direc
Externí odkaz:
http://arxiv.org/abs/2009.03614
Autor:
Baldán, Francisco J., Benítez, José M.
Classification of time series is a growing problem in different disciplines due to the progressive digitalization of the world. Currently, the state-of-the-art in time series classification is dominated by The Hierarchical Vote Collective of Transfor
Externí odkaz:
http://arxiv.org/abs/2002.12036
Autor:
Baldán, Francisco J., Benítez, José M.
Publikováno v:
In Expert Systems With Applications 1 March 2023 213 Part C
Akademický článek
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Autor:
Riesco, Juan A., Gallego, Rocio, González-Mangado, Nicolás, Gomez-Garcia, Teresa, Martinez-Martinez, Maria A., Ojeda-Castillejo, Elena, López-Padilla, Daniel, Carrizo, Santiago J., Gallego, Begoña, Pallero, Mercedes, Romero, Odile, Ramón, Maria A., Arias, Eva, Muñoz-Méndez, Jesús, Senent, Cristina, Sancho-Chust, Jose N., Navarro-Soriano, Nieves B., Barrot, Emilia, Benítez, José M., Sanchez-Gómez, Jesús, Golpe, Rafael, Gómez-Mendieta, María A., Gomez, Silvia, Bengoa, Mónica, Masa, Juan F., Benítez, Iván D., Sánchez-Quiroga, Maria Á., Gomez de Terreros, Francisco J., Corral, Jaime, Romero, Auxiliadora, Caballero-Eraso, Candela, Ordax-Carbajo, Estrella, Troncoso, Maria F., González, Mónica, López-Martín, Soledad, Marin, José M., Martí, Sergi, Díaz-Cambriles, Trinidad, Chiner, Eusebi, Egea, Carlos, Barca, Javier, Vázquez-Polo, Francisco J., Negrín, Miguel A., Martel-Escobar, María, Barbé, Ferrán, Mokhlesi, Babak
Publikováno v:
In Archivos de Bronconeumología March 2022 58(3):228-236