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ORCIDSofia Fernandes 0001
Person information
- affiliation: University of Porto, Laboratory of Artificial Intelligence and Decision Support (LIAAD), Portugal
Other persons with the same name
- Sofia Fernandes — disambiguation page
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2020 – today
- 2023
[j8]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): 459-481 (2023)- 2021
- [j7]Sofia Fernandes, Hadi Fanaee-T, João Gama:
Tensor decomposition for analysing time-evolving social networks: an overview. Artif. Intell. Rev. 54(4): 2891-2916 (2021) - [j6]Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Misalignment problem in matrix decomposition with missing values. Mach. Learn. 110(11): 3157-3175 (2021) - [c5]Sofia Fernandes, Mário Antunes, Diogo Gomes, Rui L. Aguiar:
Misalignment problem in matrix decomposition with missing values. DSAA 2021: 1-2 - [c4]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: 1-4 - 2020
- [j5]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: 103926 (2020) - [j4]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): 208 (2020) - [c3]Leo Tisljaric, Sofia Fernandes, Tonci Caric, João Gama:
Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method. DS 2020: 674-688
2010 – 2019
- 2019
- [c2]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: 385-395 - 2018
- [j3]Sofia Fernandes, Hadi Fanaee-T, João Gama:
Dynamic graph summarization: a tensor decomposition approach. Data Min. Knowl. Discov. 32(5): 1397-1420 (2018) - [j2]Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama:
Cover Image, Volume 8, Issue 5. WIREs Data Mining Knowl. Discov. 8(5) (2018) - [j1]Shazia Tabassum, Fabíola Souza F. Pereira, Sofia Fernandes, João Gama:
Social network analysis: An overview. WIREs Data Mining Knowl. Discov. 8(5) (2018) - 2017
- [c1]Sofia Fernandes, Hadi Fanaee Tork, João Manuel Portela da Gama:
The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction. DSAA 2017: 99-108
Coauthor Index
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