Sofia Fernandes

According to our database, Sofia Fernandes authored at least 12 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks.

Sofia Fernandes, Hadi Fanaee-T, João Gama, Leo Tisljaric, Tomislav Smuc

Mach. Learn., February, 2023

2021

Misalignment problem in matrix decomposition with missing values.

Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar

Mach. Learn., 2021

Tensor decomposition for analysing time-evolving social networks: an overview.

Sofia Fernandes, Hadi Fanaee-T, João Gama

Artif. Intell. Rev., 2021

Using ML to increase the efficiency of solar energy usage in HVAC.

Emre Kilinç, Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar

Proceedings of the 2nd International Conference on Societal Automation, 2021

2020

Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance.

Sofia Fernandes, Mário Antunes, Ana Rita Santiago, João Paulo Barraca, Diogo Gomes, Rui L. Aguiar

Inf., 2020

NORMO: A new method for estimating the number of components in CP tensor decomposition.

Sofia Fernandes, Hadi Fanaee-T, João Gama

Eng. Appl. Artif. Intell., 2020

Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method.

Leo Tisljaric, Sofia Fernandes, Tonci Caric, João Gama

Proceedings of the Discovery Science - 23rd International Conference, 2020

2019

Evolving Social Networks Analysis via Tensor Decompositions: From Global Event Detection Towards Local Pattern Discovery and Specification.

Sofia Fernandes, Hadi Fanaee-T, João Gama

Proceedings of the Discovery Science - 22nd International Conference, 2019

2018

Social network analysis: An overview.

Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama

WIREs Data Mining Knowl. Discov., 2018

Cover Image, Volume 8, Issue 5.

Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama

WIREs Data Mining Knowl. Discov., 2018

Dynamic graph summarization: a tensor decomposition approach.

Sofia Fernandes, Hadi Fanaee-T, João Gama

Data Min. Knowl. Discov., 2018

2017

The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction.

Sofia Fernandes, Hadi Fanaee Tork, João Manuel Portela da Gama

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017