46 citations · 46 across the 2 of their papers we have counts for
3 papers
Multilayer Quantile Graph for Multivariate Time Series Analysis and Dimensionality Reduction
Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro +1
In recent years, there has been a surge in the prevalence of high- and multi-dimensional temporal data across various scientific disciplines. These datasets are characterized by th…
Time Series Analysis via Network Science: Concepts and Algorithms
Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro +1
There is nowadays a constant flux of data being generated and collected in all types of real world systems. These data sets are often indexed by time, space or both requiring appro…
GoT-WAVE: Temporal network alignment using graphlet-orbit transitions
David Aparício, Pedro Ribeiro, Tijana Milenković +1
Global pairwise network alignment (GPNA) aims to find a one-to-one node mapping between two networks that identifies conserved network regions. GPNA algorithms optimize node conser…