Vanessa Freitas Silva

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Multivariate Time Series

Complex Networks

Network Structure

Top Venues

WIREs Data Mining Knowl. Discov.

Data Min. Knowl. Discov.

Publications

Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando M. A. Silva
MHVG2MTS: Multilayer Horizontal Visibility Graphs for Multivariate Time Series Analysis. CoRR (2023)
Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando M. A. Silva
Multilayer Quantile Graph for Multivariate Time Series Analysis and Dimensionality Reduction. CoRR (2023)
Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando Silva
Novel features for time series analysis: a complex networks approach. Data Min. Knowl. Discov. 36 (3) (2022)
Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando M. A. Silva
Novel Features for Time Series Analysis: A Complex Networks Approach. CoRR (2021)
Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando Silva
Time series analysis via network science: Concepts and algorithms. WIREs Data Mining Knowl. Discov. 11 (3) (2021)
Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, Fernando M. A. Silva
Time Series Analysis via Network Science: Concepts and Algorithms. CoRR (2021)