The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction. - Sofia Fernandes 001; Hadi Fanaee Tork; João Manuel Portela da Gama (DSAA, 2017)

Dynamic graph summarization: a tensor decomposition approach. - Sofia Fernandes 001; Hadi Fanaee-T; João Gama 001 (Data Min. Knowl. Discov., 2018)

Cover Image, Volume 8, Issue 5. - Shazia Tabassum; Fabíola Souza F. Pereira; Sofia Fernandes 001; João Gama 001 (WIREs Data Mining Knowl. Discov., 2018)

Social network analysis: An overview. - Shazia Tabassum; Fabíola Souza F. Pereira; Sofia Fernandes 001; João Gama 001 (WIREs Data Mining Knowl. Discov., 2018)

Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification. - Sofia Fernandes 001; Hadi Fanaee-T; João Gama 001 (DS, 2019)

Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method. - Leo Tisljaric; Sofia Fernandes 001; Tonci Caric; João Gama 001 (DS, 2020)

NORMO: A new method for estimating the number of components in CP tensor decomposition. - Sofia Fernandes 001; Hadi Fanaee-T; João Gama 001 (Eng. Appl. Artif. Intell., 2020)

Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance. - Sofia Fernandes 001; Mário Antunes 001; Ana Rita Santiago; João Paulo Barraca; Diogo Gomes 001; Rui L. Aguiar (Inf., 2020)

Using ML to increase the efficiency of solar energy usage in HVAC. - Emre Kilinç; Sofia Fernandes 001; Mário Antunes 001; Diogo Gomes 001; Rui L. Aguiar (SA, 2021)

Tensor decomposition for analysing time-evolving social networks: an overview. - Sofia Fernandes 001; Hadi Fanaee-T; João Gama 001 (Artif. Intell. Rev., 2021)

Misalignment problem in matrix decomposition with missing values. - Sofia Fernandes 001; Mário Antunes 001; Diogo Gomes 001; Rui L. Aguiar (Mach. Learn., 2021)

WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks. - Sofia Fernandes 001; Hadi Fanaee-T; João Gama 001; Leo Tisljaric; Tomislav Smuc (Mach. Learn., 2023)