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Listar por palabra clave "Classification algorithms"

Mostrando ítems 1-9 de 9

Analytical fusion of multimodal magnetic resonance imaging to identify pathological states in genetically selected Marchigian Sardinian alcohol-preferring (msP) rats

Cosa Liñán, Alejandro (Universitat Politècnica de València, 2017-11-06)

[EN] Alcohol abuse is one of the most alarming issues for the health authorities. It is estimated that at least 23 million of European citizens are affected by alcoholism causing a cost around 270 million euros. Excessive ...
Análisis espaciotemporal de series temporales sin huecos de alta resolución espacial

Rajadel Lambistos, Clara (Universitat Politècnica de València, 2020-11-26)

[ES] La obtención de mapas fiables de clasificación de cultivos es importante para muchas aplicaciones agrícolas, como el monitoreo de los campos y la seguridad alimentaria. Hoy en día existen distintas bases de datos de ...
Assessing machine learning classifiers for the detection of animals' behavior using depth-based tracking

Pons Tomás, Patricia; Jaén Martínez, Francisco Javier; Catalá Bolós, Alejandro (Elsevier, 2017)

[EN] There is growing interest in the automatic detection of animals' behaviors and body postures within the field of Animal Computer Interaction, and the benefits this could bring to animal welfare, enabling remote ...
Métodos de Clasificación con Python: Aplicaciones Empresariales

Jiang, Qinhan (Universitat Politècnica de València, 2023-07-20)

[ES] Este trabajo proporciona una visión general de los diferentes métodos de aprendizaje automático y su aplicación en el campo de la ciencia de datos en una empresa. Se definen los objetivos del estudio y se describe ...
MRI texture-based radiomics analysis for the identification of altered functional networks in alcoholic patients and animal models

Ruiz-España, Silvia; Ortiz-Ramón, Rafael; Pérez-Ramírez, María Úrsula; Díaz-Parra, Antonio; Ciccocioppo, Roberto; Bach, Patrick; Vollstädt-Klein, Sabine; Kiefer, Falk; Sommer, Wolfgang H.; Canals, Santiago; Moratal, David (Elsevier, 2023-03)

[EN] Alcohol use disorder (AUD) is a complex condition representing a leading risk factor for death, disease and disability. Its high prevalence and severe health consequences make necessary a better understanding of the ...
Multi-modal MRI classifiers identify excessive alcohol consumption and treatment effects in the brain

Cosa, Alejandro; Moreno, Andrea; Pacheco-Torres, Jesús; Ciccocioppo, Roberto; Hyytiä, Petri; Sommer, Wolfgang H.; Moratal, David; Canals, Santiago (Blackwell Publishing, 2017)

[EN] Robust neuroimaging markers of neuropsychiatric disorders have proven difficult to obtain. In alcohol use disorders, profound brain structural deficits can be found in severe alcoholic patients, but the heterogeneity ...
Proposal of a New System for Essential Oil Classification Based on Low-Cost Gas Sensor and Machine Learning Techniques

Viciano-Tudela, Sandra; Parra, Lorena; Navarro-García, Paula; Sendra, Sandra; Lloret, Jaime (MDPI AG, 2023-07)

[EN] Essential oils are valuable in various industries, but their easy adulteration can cause adverse health effects. Electronic nasal sensors offer a solution for adulteration detection. This article proposes a new system ...
Sistema de visión artificial para control de calidad en alimentos para mascotas

Casasús Goyeneche, Gorka (Universitat Politècnica de València, 2023-09-14)

[ES] La presencia de producto defectuoso durante la producción es algo inevitable, y a fin de garantizar una buena calidad, es necesaria la expulsión de este. En este proyecto se ha creado un prototipo capaz de detectar ...
Supervised Machine Learning Algorithms for Measuring and Promoting Sustainable Transportation and Green Logistics

Castaneda, Juliana; Cardona, John.F.; Martins, Leandro do C.; Juan, Angel A. (Elsevier, 2021-12-08)

[EN] The sustainable development of freight transport has received much attention in recent years. The new regulations for sustainable transport activities established by the European Commission and the United Nations have ...