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Recent Submissions
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Applying generative models and transfer learning to physiological data classification
(IOS Press, 2023-11-01)
Conference report
Open AccessThe scarcity and imbalance of datasets for training deep learning models in a specific task is a common problem. This is especially true in the physiological domain where many applications use complex data collection ... -
Brealing through the traffic congestion: asynchronous time series data integration and XGBoost for accurate traffic density prediction
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Conference report
Open Access -
La experiencia internacional de un centro universitario de informática: análisis y reflexión
(2023)
Conference lecture
Open AccessLa internacionalización de las instituciones de educación superior es un tema recurrente en sus planes estratégicos. La implementación de esos planes depende, entre otros, de la legislación vigente, de la organización ... -
An approach based on simulation and optimization to integrate ride-pooling with public transport for a cooperative approach
(2023)
Conference lecture
Open AccessMobility as a Service (MaaS), appeared as a tool to provide more efficient solutions in large urban areas, but, it hasn’t always been the case. The International Union of Public Transport (UITP) and the International ... -
Modeling context-aware events and responses in an IoT environment
(Springer, 2023)
Conference report
Open AccessThe Internet of Things (IoT) involves the use of devices that exchange information about the state of things in the real world. In IoT, monitoring is regarded to be the most fully researched use case. However, research on ... -
Monitoring, IoT devices, and semantics
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Conference lecture
Open AccessEfforts to improve Internet of Things (IoT) device interoperability for monitoring are still required. This demo paper proposes monitoring infrastructure safety and security with the use of semantics. We make use of an ... -
An heuristic algorithm for dynamic network loading
(International Federation of Automatic Control (IFAC), 1997)
Conference report
Open AccessThis paper describes an heuristic procedure for the problem of determining the time evolution of traffic flows and routes on a road net work with the key requirement that its computational costs must be appealing so as to ... -
Evaluation of subgradients for the primal gap of variational inequalities and an application to the demand adjustment problem
(Association of European Operational Research Societies (EURO), 2003)
Conference report
Restricted access - publisher's policyIn this paper the use of primal gap functions for variational inequalities for solving bilevel programming problems with equilibrium constraints is addressed. First a sufficient condition is presented so that the Clarke’s ... -
Federated learning with exponentially weighted moving average for real-time emotion classification
(Springer, 2022)
Conference report
Open AccessFederated learning (FL) allows to develop a powerful shared prediction model while preserving the users' privacy by keeping the data local. In particular it is a useful framework to use resource-constrained edge computing ... -
Lightning talks of EduHPC 2022
(Institute of Electrical and Electronics Engineers (IEEE), 2022)
Conference report
Open AccessThe lightning talks at EduHPC provide an opportunity to share early results and insights on parallel and distributed computing (PDC) education and training efforts. The four lightning talks at EduHPC 2022 cover a range of ... -
Provenance and dynamic consents for the management of medical data
(IOS Press, 2022)
Conference report
Open AccessMedical data describe patient health information, both in healthy and disease conditions. In any case, health institutions need to ask for patient consent in order to provide their services. Patients usually give consent ... -
IoT semantic data Integration through ontologies
(Institute of Electrical and Electronics Engineers (IEEE), 2022)
Conference report
Open AccessIn this position statement we advocate how the use of ontologies may provide a proper solution for IoT semantic data integration. With this, we will improve IoT interoperability and will facilitate the development of ...
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