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Listar por autor "Angulo, Cecilio"
Mostrando ítems 1-12 de 12
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Artículo
A probabilistic tri-class support vector machine
Ortega Ramírez, Juan Antonio; González Abril, Luis; Velasco Morente, Francisco; Angulo, Cecilio (2010) -
Ponencia
A Proposal to Evolving Towards Digital Twins in Healthcare
Angulo, Cecilio; González Abril, Luis; Raya, Cristóbal; Ortega Ramírez, Juan Antonio (SpringerLink, 2020-05)The main objective in this proposal is to orchestrate an ecosystem of manipulation of reliable and safe data, applied to ...
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Ponencia
Aplicación del razonamiento cualitativo al "Hogar Digital"
Álvarez García, Juan Antonio; Ortega Ramírez, Juan Antonio; Torres Valderrama, Jesús; Fernández Montes González, Alejandro; Cruz Díaz, Manuel D.; Angulo, Cecilio; Velasco Morente, Francisco (Edición Digital @tres, 2005-06)Identificar y reproducir el razonamiento humano, es uno de los objetivos principales de la Inteligencia Artificial. En ...
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Ponencia
Combining Smart Tags and Body Fixed Sensors for Disabled People Assistance
Álvarez García, Juan Antonio; Pérez, Carlos; Angulo, Cecilio; Ortega Ramírez, Juan Antonio (SpringerLink, 2007-09)The world population is rapidly aging in industrialized countries and at a growing rate. As well as the percentage of ...
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Artículo
Generative adversarial networks for anonymized healthcare of lung cancer patients
González Abril, Luis; Angulo, Cecilio; Ortega Ramírez, Juan Antonio; López Guerra, José Luis (MDPI, 2021)The digital twin in health care is the dynamic digital representation of the patient’s anatomy and physiology through ...
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Artículo
Improving SVM classification on imbalanced datasets by introducing a new bias.
Nuñéz, Haydemar; González Abril, Luis; Angulo, Cecilio (Springer US, 2017)Support Vector Machine (SVM) learning from imbalanced datasets, as well as most learning machines, can show poor performance ...
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Artículo
Máquinas l-SVCR con salidas probabilísticas
González Abril, Luis; Angulo, Cecilio; Velasco Morente, Francisco; Vílchez Lobato, María Luisa (Sociedad Iberoamericana de Inteligencia Artificial, 2002)En este trabajo se presenta una máquina l-SVCR (l-clases Support Vector Machine con restricciones de Clasificación y ...
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Artículo
Multi-Classification by Using Tri-Class SVM
Angulo, Cecilio; Ruiz, Francisco J.; González Abril, Luis; Ortega Ramírez, Juan Antonio (SpringerLink, 2006-02)The standard form for dealing with multi-class classification problems when biclassifiers are used is to consider a two-phase ...
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Ponencia
Online motions recognition method using mobile phone accelerometer
Fuentes Brenes, Daniel; González Abril, Luis; Parera Giro, Jordi; Angulo, Cecilio; Ortega Ramírez, Juan Antonio (Universidad de Sevilla, 2009-06)Accelerometers can obtain data about the movements of sorne person. Ihe continued study of this information can help to ...
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Artículo
Sobre núcleos, distancias y similitudes entre intervalos
González Abril, Luis; Velasco Morente, Francisco; Angulo, Cecilio; Ortega Ramírez, Juan Antonio; Ruiz Vegas, Francisco (Sociedad Iberoamericana de Inteligencia Artificial, 2004)Existe un buen número de aplicaciones en las que la información a codificar viene expresada en forma de un intervalo de ...
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Artículo
Statistical validation of synthetic data for lung cancer patients generated by using generative adversarial networks
González Abril, Luis; Angulo, Cecilio; Ortega Ramírez, Juan Antonio; Lopez-Guerra, José-Luis (MDPI, 2022)The development of healthcare patient digital twins in combination with machine learning technologies helps doctors in ...
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Artículo
Support vector machines for interval discriminant analysis
Angulo, Cecilio; Anguita, Davide; González Abril, Luis; Ortega Ramírez, Juan Antonio (ScienceDirect, 2008-03)The use of data represented by intervals can be caused by imprecision in the input information, incompleteness in patterns, ...