output
20092025
most citedSynchronization of interconnected networks: the role of connector nodes

163 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

11 papers

cs.HC2025★ 26 cited

Predicting Student Actions in a Procedural Training Environment

Diego Riofrío-Luzcando, Jaime Ramírez, Marta Berrocal-Lobo

Data mining is known to have a potential for predicting user performance. However, there are few studies that explore its potential for predicting student behavior in a procedural…

cs.LG2022★ 3 cited

Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks

Jaime Pérez, Patricia Arroba, José M. Moya

The Cloud paradigm is at a critical point in which the existing energy-efficiency techniques are reaching a plateau, while the computing resources demand at Data Center facilities…

math.DG2019★ 2 cited

Equivariant holonomy of U(1)-bundles

Roberto Ferreiro Perez

We define the equivariant holonomy of an invariant connection on a principal U(1)-bundle. The properties of the ordinary holonomy are generalized to the equivariant setting. In par…

q-fin.CP2018★ 2 cited

The ETS challenges: a machine learning approach to the evaluation of simulated financial time series for improving generation processes

Javier Franco-Pedroso, Joaquin Gonzalez-Rodriguez, Maria Planas +3

This paper presents an evaluation framework that attempts to quantify the "degree of realism" of simulated financial time series, whatever the simulation method could be, with the…

q-bio.NC2017★ 2 cited

Frequency-based brain networks: From a multiplex framework to a full multilayer description

Javier M. Buldú, Mason A. Porter

We explore how to study dynamical interactions between brain regions using functional multilayer networks whose layers represent the different frequency bands at which a brain oper…

nlin.AO2016★ 19 cited

Optimal phase synchronization in networks of phase-coherent chaotic oscillators

Per Sebastian Skardal, Ricardo Sevilla-Escoboza, Victor Vera-Ávila +1

We investigate the existence of an optimal interplay between the natural frequencies of a group chaotic oscillators and the topological properties of the network they are embedded…

cs.IR2014

Automatic annotation of bioinformatics workflows with biomedical ontologies

Beatriz García-Jiménez, Mark D. Wilkinson

Legacy scientific workflows, and the services within them, often present scarce and unstructured (i.e. textual) descriptions. This makes it difficult to find, share and reuse them,…

physics.soc-ph2014★ 163 cited

Synchronization of interconnected networks: the role of connector nodes

J. Aguirre, R. Sevilla-Escoboza, R. Gutiérrez +2

In this Letter we identify the general rules that determine the synchronization properties of interconnected networks. We study analytically, numerically and experimentally how the…

cond-mat.dis-nn2014★ 149 cited

Hysteretic transitions in the Kuramoto model with inertia

Simona Olmi, Adrian Navas, Stefano Boccaletti +1

We report finite size numerical investigations and mean field analysis of a Kuramoto model with inertia for fully coupled and diluted systems. In particular, we examine for a Gauss…

q-bio.NC2013★ 1 cited

Functional Hubs in Mild Cognitive Impairment

Adrián Navas, David Papo, Stefano Boccaletti +6

We investigate how hubs of functional brain networks are modified as a result of mild cognitive impairment (MCI), a condition causing a slight but noticeable decline in cognitive a…

cs.IR2009★ 14 cited

The relation between Pearson's correlation coefficient r and Salton's cosine measure

Leo Egghe, Loet Leydesdorff

The relation between Pearson's correlation coefficient and Salton's cosine measure is revealed based on the different possible values of the division of the L1-norm and the L2-norm…