Time series analysis via network science: Concepts and algorithms. - Vanessa Freitas Silva; Maria Eduarda Silva; Pedro Ribeiro 004; Fernando Silva 001 (WIREs Data Mining Knowl. Discov., 2021)

Novel features for time series analysis: a complex networks approach. - Vanessa Freitas Silva; Maria Eduarda Silva; Pedro Ribeiro 004; Fernando Silva 001 (Data Min. Knowl. Discov., 2022)

MHVG2MTS: Multilayer Horizontal Visibility Graphs for Multivariate Time Series Analysis. - Vanessa Freitas Silva; Maria Eduarda Silva; Pedro Ribeiro 004; Fernando M. A. Silva (CoRR, 2023)

Multilayer horizontal visibility graphs for multivariate time series analysis. - Vanessa Freitas Silva; Maria Eduarda Silva; Pedro Ribeiro 004; Fernando Silva 001 (Data Min. Knowl. Discov., 2025)

Multilayer quantile graph for multivariate time series analysis and dimensionality reduction. - Vanessa Freitas Silva; Maria Eduarda Silva; Pedro Ribeiro 004; Fernando Silva 001 (Int. J. Data Sci. Anal., 2025)