Vanessa Freitas Silva

According to our database, Vanessa Freitas Silva authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Multilayer quantile graph for multivariate time series analysis and dimensionality reduction.

Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando Silva

Int. J. Data Sci. Anal., September, 2025

Multilayer horizontal visibility graphs for multivariate time series analysis.

Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando Silva

Data Min. Knowl. Discov., 2025

2023

MHVG2MTS: Multilayer Horizontal Visibility Graphs for Multivariate Time Series Analysis.

Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando M. A. Silva

CoRR, 2023

2022

Novel features for time series analysis: a complex networks approach.

Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando Silva

Data Min. Knowl. Discov., 2022

2021

Time series analysis via network science: Concepts and algorithms.

Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando Silva

WIREs Data Mining Knowl. Discov., 2021