Docente
Sofia Da Silva Fernandes

Graus

• Doutoramento
  Matemática Aplicada
• Mestrado
  Matemática e Aplicações

Publicações

Artigo em revista

• 2023-02, WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks, Machine Learning
• 2021, Tensor decomposition for analysing time-evolving social networks: an overview, ARTIFICIAL INTELLIGENCE REVIEW
• 2020-04-14, Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance, Information
• 2020, NORMO: A new method for estimating the number of components in CP tensor decomposition, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
• 2018, Dynamic graph summarization: a tensor decomposition approach, DATA MINING AND KNOWLEDGE DISCOVERY
• 2018, Cover Image, Volume 8, Issue 5, Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery

Capítulo de livro

• 2020, Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method, Springer International Publishing

Artigo em conferência

• 2019, Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification
• 2017, The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction
• 2016, Stacked denoising autoencoders for the automatic recognition of microglial cells' state

Outra produção

• 2018, Social network analysis: An overview