75 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universidad Politécnica de MadridES4 papers
- Consejo Superior de Investigaciones CientíficasES2 papers
- Institute of Mathematical SciencesIN2 papers
- Jordan University of Science and TechnologyJO2 papers
- Universidad Autónoma de MadridES2 papers
- Universidad Carlos III de MadridES2 papers
- Universidad Complutense de MadridES2 papers
- Escuela Superior Politécnica Agropecuaria de Manabí Manuel Félix LópezEC1 paper
- N. I. Lobachevsky State University of Nizhny NovgorodRU1 paper
- Software (Spain)ES1 paper
- Tecnológico de MonterreyMX1 paper
- University of CórdobaES1 paper
11 papers
A method for outlier detection based on cluster analysis and visual expert criteria
Juan A. Lara, David Lizcano, Víctor Rampérez +1
Outlier detection is an important problem occurring in a wide range of areas. Outliers are the outcome of fraudulent behaviour, mechanical faults, human error, or simply natural de…
A visual big data system for the prediction of weather-related variables: Jordan-Spain case study
Shadi Aljawarneh, Juan A. Lara, Muneer Bani Yassein
The Meteorology is a field where huge amounts of data are generated, mainly collected by sensors at weather stations, where different variables can be measured. Those data have som…
From SLA to vendor-neutral metrics: An intelligent knowledge-based approach for multi-cloud SLA-based broker
Víctor Rampérez, Javier Soriano, David Lizcano +2
Cloud computing has been consolidated as a support for the vast majority of current and emerging technologies. However, there are some barriers that prevent the exploitation of the…
Structures generated in a multiagent system performing information fusion in peer-to-peer resource-constrained networks
Horacio Paggi, Juan A. Lara, Javier Soriano
There has recently been a major advance with respect to how information fusion is performed. Information fusion has gone from being conceived as a purely hierarchical procedure, as…
FLAS: a combination of proactive and reactive auto-scaling architecture for distributed services
Víctor Rampérez, Javier Soriano, David Lizcano +1
Cloud computing has established itself as the support for the vast majority of emerging technologies, mainly due to the characteristic of elasticity it offers. Auto-scalers are the…
Improving the portability of predicting students performance models by using ontologies
Javier Lopez Zambrano, Juan A. Lara, Cristobal Romero
One of the main current challenges in Educational Data Mining and Learning Analytics is the portability or transferability of predictive models obtained for a particular course so…
Leveraging knowledge-as-a-service (KaaS) for QoS-aware resource management in multi-user video transcoding
Luis Costero, Francisco D. Igual, Katzalin Olcoz +1
The coexistence of parallel applications in shared computing nodes, each one featuring different Quality of Service (QoS) requirements, carries out new challenges to improve resour…
Suspicious Behavior Detection on Shoplifting Cases for Crime Prevention by Using 3D Convolutional Neural Networks
Guillermo A. Martínez-Mascorro, José R. Abreu-Pederzini, José C. Ortiz-Bayliss +1
Crime generates significant losses, both human and economic. Every year, billions of dollars are lost due to attacks, crimes, and scams. Surveillance video camera networks are gene…
Static Internal Representation Of Dynamic Situations Reveals Time Compaction In Human Cognition
Jose Antonio Villacorta-Atienza, Carlos Calvo-Tapia, Sergio Diez-Hermano +7
The time-changing nature of our world demands processing of huge amounts of information in fast and reliable way to generate successful behaviors. Therefore, significant brain reso…
Distance of attractors for thin domains
José M. Arrieta, Esperanza Santamaría
In this work we consider a dissipative reaction-diffusion equation in a -dimensional thin domain shrinking to a one dimensional segment and obtain good rates for the convergence…
-Estimates on the distance of Inertial Manifolds
José M. Arrieta, Esperanza Santamaría
In this paper we obtain -estimates on the distance of inertial manifolds for dynamical systems generated by evolutionary parabolic type equations. We consider the situatio…