Sofia Fernandes

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Tensor Decomposition

Social Networks

Event Detection

Top Venues

WIREs Data Mining Knowl. Discov.

Publications

Sofia Fernandes, Hadi Fanaee-T, João Gama, Leo Tisljaric, Tomislav Smuc
WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks. Mach. Learn. 112 (2) (2023)
Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar
Misalignment problem in matrix decomposition with missing values. DSAA (2021)
Sofia Fernandes, Hadi Fanaee-T, João Gama
Tensor decomposition for analysing time-evolving social networks: an overview. Artif. Intell. Rev. 54 (4) (2021)
Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar
Misalignment problem in matrix decomposition with missing values. Mach. Learn. 110 (11) (2021)
Emre Kilinç, Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar
Using ML to increase the efficiency of solar energy usage in HVAC. SA (2021)
Sofia Fernandes, Mário Antunes, Ana Rita Santiago, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance. Inf. 11 (4) (2020)
Leo Tisljaric, Sofia Fernandes, Tonci Caric, João Gama
Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method. DS (2020)
Sofia Fernandes, Hadi Fanaee-T, João Gama
NORMO: A new method for estimating the number of components in CP tensor decomposition. Eng. Appl. Artif. Intell. 96 (2020)
Sofia Fernandes, Hadi Fanaee-T, João Gama
Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification. DS (2019)
Shazia Tabassum, Fabiola S. F. Pereira, Sofia Fernandes, João Gama
Cover Image, Volume 8, Issue 5. WIREs Data Mining Knowl. Discov. 8 (5) (2018)
Sofia Fernandes, Hadi Fanaee-T, João Gama
Dynamic graph summarization: a tensor decomposition approach. Data Min. Knowl. Discov. 32 (5) (2018)
Shazia Tabassum, Fabiola S. F. Pereira, Sofia Fernandes, João Gama
Social network analysis: An overview. WIREs Data Mining Knowl. Discov. 8 (5) (2018)
Sofia Fernandes, Hadi Fanaee Tork, João Manuel Portela da Gama
The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction. DSAA (2017)