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Ponencia
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Towards an Automated Management of Well-Being Goals in Nursing Homes
(Springer, 2019)
Nursing home culture change movement advocates for care that is less hospital-like, and more patient-centered. Despite being a step towards the good direction in providing a proper service for elderly people, considering ...
Ponencia
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Closing the Gap between the Specification and Enforcement of Security Policies
(Springer, 2014)
Security policies are enforced through the deployment of certain security functionalities within the applications. Applications can have different levels of security and thus each security policy is enforced by different ...
Ponencia
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Improving Spanish Polarity Classification Combining Different Linguistic Resources
(Springer, 2015)
Sentiment analysis is a challenging task which is attracting the attention of researchers. However, most of work is only focused on English documents, perhaps due to the lack of linguistic resources for other languages. ...
Ponencia
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A new Potential-based SPH Method
(The Eurographics Association, 2016)
In Computer Graphics the fluid simulation plays a relevant role. Amongst the existing methods, the SPH method is highlighted by its simplicity, versatility and adaptability. Nevertheless, several research show some ...
Ponencia
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NDT-Agile: An Agile, CMMI-Compatible Framework for Web Engineering
(Springer, 2017)
Agile and Web Engineering show important synergies, making Agile a common approach for Web development. Besides, several initiatives emerged to support CMMI-DEV within Agile, where CMMI-DEV aims to improve organizations’ ...
Artículo
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Predictive Monitoring of Business Processes: A Survey
(IEEE Computer Society, 2018)
Nowadays, process mining is becoming a growing area of interest in business process management (BPM). Process mining consists in the extraction of information from the event logs of a business process. From this information, ...
Ponencia
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On the performance of deep learning models for time series classification in streaming
(Springer, 2020)
Processing data streams arriving at high speed requires the development of models that can provide fast and accurate predictions. Although deep neural networks are the state-of-the-art for many machine learning tasks, ...
Ponencia
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Variabilidad en visualización de datos: retos y posibilidades
(Asociación de Ingeniería del Software y Tecnologías de Desarrollo de Software (SISTEDES), 2019)
Los sistemas de visualización de la información nos permiten visualizar datos usando abstracciones de los mismos, por ejemplo, usando gráficos de barras o de tartas. No obstante, la diversidad de visualizaciones dificulta ...
Ponencia
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A new back-propagation algorithm with momentum coefficient for medical datasets
(Universidad de Sevilla, 2013)
The standard backward propagation of errors algo rithm (abbreviated as back-propagation algorithm) is commonly used for decision making in medicine. Using the back-propagation algorithm in medical diagnosis is desirable ...
Ponencia
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Detección de cáncer de piel usando técnicas de aprendizaje profundo
(Asociación Española para la Inteligencia Artificial (AEPIA), 2018)
El aprendizaje profundo ha sido muy utilizado para la clasificación de imágenes a partir de la competición ImageNet en 2012. Esta clasificación de imágenes es de gran utilidad en el campo de la medicina, en el que ha habido ...