1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Synthetic Time Series Generation via Complex Networks
Jaime Vale, Vanessa Freitas Silva, Maria Eduarda Silva +1
Time series data are essential for a wide range of applications, yet access to high-quality datasets is often constrained by privacy concerns, acquisition costs, and labelling chal…
cs.SI2026★ 1 cited
Multilayer Horizontal Visibility Graphs for Multivariate Time Series Analysis
Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro +1
Multivariate time series analysis is a vital but challenging task, with multidisciplinary applicability, tackling the characterization of multiple interconnected variables over tim…