Sofia Fernandes

13 papers B 4Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks.
Mach. Learn.
Sofia Fernandes, Hadi Fanaee-T, João Gama, Leo Tisljaric, Tomislav Smuc
2021 B conf
Misalignment problem in matrix decomposition with missing values.
DSAA
Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2021 J jnl
Misalignment problem in matrix decomposition with missing values.
Mach. Learn.
Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2021 J jnl
Tensor decomposition for analysing time-evolving social networks: an overview.
Artif. Intell. Rev.
Sofia Fernandes, Hadi Fanaee-T, João Gama
2021 — conf
Using ML to increase the efficiency of solar energy usage in HVAC.
SA
Emre Kilinç, Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar
2020 J jnl
Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance.
Inf.
Sofia Fernandes, Mário Antunes, Ana Rita Santiago, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar
2020 J jnl
NORMO: A new method for estimating the number of components in CP tensor decomposition.
Eng. Appl. Artif. Intell.
Sofia Fernandes, Hadi Fanaee-T, João Gama
2020 B conf
Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method.
DS
Leo Tisljaric, Sofia Fernandes, Tonci Caric, João Gama
2019 B conf
Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification.
DS
Sofia Fernandes, Hadi Fanaee-T, João Gama
2018 J jnl
Cover Image, Volume 8, Issue 5.
WIREs Data Mining Knowl. Discov.
Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama
2018 J jnl
Dynamic graph summarization: a tensor decomposition approach.
Data Min. Knowl. Discov.
Sofia Fernandes, Hadi Fanaee-T, João Gama
2018 J jnl
Social network analysis: An overview.
WIREs Data Mining Knowl. Discov.
Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama
2017 B conf
The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction.
DSAA
Sofia Fernandes, Hadi Fanaee Tork, João Manuel Portela da Gama