Zobrazeno 1 - 10
of 539
pro vyhledávání: '"Informàtica::Intel·ligència artificial::Aprenentatge automàtic [Àrees temàtiques de la UPC]"'
Autor:
Mingfang Wu, Hans Brandhorst, Maria-Cristina Marinescu, Joaquim More Lopez, Margorie Hlava, Joseph Busch
Publikováno v:
Data Intelligence. 5:122-138
Automated metadata annotation is only as good as training dataset, or rules that are available for the domain. It's important to learn what type of data content a pre-trained machine learning algorithm has been trained on to understand its limitation
Autor:
Carlos Puerto-Santana, Concha Bielza, Javier Diaz-Rozo, Guillem Ramirez-Gargallo, Filippo Mantovani, Gaizka Virumbrales, Jesus Labarta, Pedro Larranaga
Publikováno v:
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
IEEE Internet of Things Journal, ISSN 2327-4662, 2022-10, Vol. 9, No. 20
Universitat Politècnica de Catalunya (UPC)
IEEE Internet of Things Journal, ISSN 2327-4662, 2022-10, Vol. 9, No. 20
The degradation of critical components inside large industrial assets, such as ball-bearings, has a negative impact on production facilities, reducing the availability of assets due to an unexpectedly high failure rate. Machine learning- based monito
AI-based glioma grading for a trustworthy diagnosis: an analytical pipeline for improved reliability
Glioma is the most common type of tumor in humans originating in the brain. According to the World Health Organization, gliomas can be graded on a four-stage scale, ranging from the most benign to the most malignant. The grading of these tumors from
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3484::5663dc84c19b3a47e4465e96dc4d990b
https://hdl.handle.net/2117/390777
https://hdl.handle.net/2117/390777
Autor:
Vera Martínez, Sergio
Ever since the concept of the Internet was born, it has experienced a massive increase in the number of users. Similarly, there has been an exponential increase in the amount of information that they transmit, partly because of new technologies and s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3484::2b5a52d2fddb6c5306a2a1bd7ec98d00
https://hdl.handle.net/2117/390471
https://hdl.handle.net/2117/390471
Autor:
Nuñez Fernández, Adrià
El estudio de fin de grado que el lector se dispone a leer se centra en la utilización de la ciencia de datos para analizar la percepción ciudadana sobre la ciudad de Barcelona y la obtención de relaciones entre los datos de los habitantes encuest
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3484::59f3aa0b25e568ca1f29ead830dd69d7
https://hdl.handle.net/2117/388275
https://hdl.handle.net/2117/388275
Autor:
Miró Mezquita, Laura
Traditional psychiatric hospitalization models have been criticized for being restrictive and for violating fundamental rights, which can be counterproductive for long-term patient recovery. In response to this situation, new hospitalization models h
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3484::d867fe26fe9896cc75872ed76c4e12b2
https://hdl.handle.net/2117/387696
https://hdl.handle.net/2117/387696
Autor:
Cumplido Mayoral, Irene, García Prat, Marina, Operto, Grégory, Falcón Falcón, Carles, Shekari, Mahnaz, Cacciaglia, Raffaele, Milà Alomà, Marta, Lorenzini, Luigi, Ingala, Silvia, Vilaplana Besler, Verónica
Brain-age can be inferred from structural neuroimaging and compared to chronological age (brain-age delta) as a marker of biological brain aging. Accelerated aging has been found in neurodegenerative disorders like Alzheimer's disease (AD), but its v
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3484::71f944ff880726bab81822985a970aa4
https://hdl.handle.net/2117/387009
https://hdl.handle.net/2117/387009
Publikováno v:
Computing.
The version of record is available online at: http://dx.doi.org/10.1007/s00607-023-01179-5 In the high-performance computing (HPC) domain, federated learning has gained immense popularity. Especially in emotional and physical health analytics and exp
Autor:
Pujol Perich, David, Suárez-Varela Maciá, José Rafael|||0000-0002-7141-3414, Cabellos Aparicio, Alberto|||0000-0001-9329-7584, Barlet Ros, Pere|||0000-0001-7837-0886
Publikováno v:
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)
Universitat Politècnica de Catalunya (UPC)
The last few years have seen an increasing wave of attacks with serious economic and privacy damages, which evinces the need for accurate Network Intrusion Detection Systems (NIDS). Recent works propose the use of Machine Learning (ML) techniques for
Autor:
Fuentes Velásquez, Jefferson
The goal of the presented thesis is to find a classifier able to recognize cycles in different vehicle models from a company. The problem faced is an unsupervised type, so there is no prior information on how many cycles exist. To deal with it, two c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______3484::0bb488a26c9920eda63dd949cac0130c
https://hdl.handle.net/2117/386543
https://hdl.handle.net/2117/386543