2024

• Ana R.F. Rodrigues, Maria Eduarda Silva, Vanessa Freitas Silva, Margarida R.G. Maia, Ana R.J. Cabrita, Henrique Trindade, António J.M. Fonseca, and José L.S. Pereira. Implications of seasonal and daily variation on methane and ammonia emissions from naturally ventilated dairy cattle barns in a Mediterranean climate: A two-year study. Science of The Total Environment, 946:173734, June,2024
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• Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, and Fernando Silva. Multilayer Quantile Graph for Multivariate Time Series Analysis and Dimensionality Reduction. International Journal of Data Science and Analytics, May, 2024.
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2023

• Vanessa Freitas Silva. Multidimensional Time Series Analysis: A Complex Networks Approach. PhD Thesis. PhD in Computer Science. Faculty of Science of the University of Porto, May, 2023.
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• Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, and Fernando Silva. MHVG2MTS: Multilayer Horizontal Visibility Graphs for Multivariate Time Series Analysis. arXiv, January, 2023.
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2022

• Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, and Fernando Silva. Multivariate Time Series Feature Extraction via Multilayer Networks. In IFCS 2022 - Book of Abstracts - Porto, 19-23 July, July, 2022.
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• Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, and Fernando Silva. Novel features for time series analysis: a complex networks approach. Data Mining and Knowledge Discovery, March, 2022.
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2021

• Vanessa Freitas Silva, Maria Eduarda Silva, Pedro Ribeiro, and Fernando Silva. Time series analysis via network science: Concepts and algorithms. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, e1404, Wiley, March, 2021.
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2019

• Vanessa Freitas Silva, Maria Eduarda Silva, and Pedro Ribeiro. Time series analysis via complex networks: a first approach. In JOCLAD2019 - Book of Abstracts- Viseu, 11-13 April, April, 2019.
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2018

• Vanessa Freitas Silva. Time Series Analysis based on Complex Networks. MSc Thesis. Master’s degree in Networks and Informatics Systems Engineering. Faculty of Science of the University of Porto, July, 2018.
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