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Sofia Fernandes
Sofia Fernandes
Universidade Lusófona, COPELABS
Verified email at ulusofona.pt
Title
Cited by
Cited by
Year
Social network analysis: An overview
S Tabassum, FSF Pereira, S Fernandes, J Gama
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (5 …, 2018
3272018
Forecasting appliances failures: A machine-learning approach to predictive maintenance
S Fernandes, M Antunes, AR Santiago, JP Barraca, D Gomes, RL Aguiar
Information 11 (4), 208, 2020
412020
Tensor decomposition for analysing time-evolving social networks: An overview
S Fernandes, H Fanaee-T, J Gama
Artificial Intelligence Review 54 (4), 2891-2916, 2021
222021
Dynamic graph summarization: a tensor decomposition approach
S Fernandes, H Fanaee-T, J Gama
Data Mining and Knowledge Discovery 32, 1397-1420, 2018
222018
Spatiotemporal road traffic anomaly detection: A tensor-based approach
L Tišljarić, S Fernandes, T Carić, J Gama
Applied Sciences 11 (24), 12017, 2021
122021
Spatiotemporal traffic anomaly detection on urban road network using tensor decomposition method
L Tišljarić, S Fernandes, T Carić, J Gama
International Conference on Discovery Science, 674-688, 2020
122020
The initialization and parameter setting problem in tensor decomposition-based link prediction
S Fernandes, H Fanaee-T, J Gama
2017 IEEE international conference on data science and advanced analytics …, 2017
122017
NORMO: A new method for estimating the number of components in CP tensor decomposition
S Fernandes, H Fanaee-T, J Gama
Engineering Applications of Artificial Intelligence 96, 103926, 2020
92020
Evolving social networks analysis via tensor decompositions: From global event detection towards local pattern discovery and specification
S Fernandes, H Fanaee-T, J Gama
Discovery Science: 22nd International Conference, DS 2019, Split, Croatia …, 2019
42019
WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks
S Fernandes, H Fanaee-T, J Gama, L Tišljarić, T Šmuc
Machine learning 112 (2), 459-481, 2023
32023
Misalignment problem in matrix decomposition with missing values
S Fernandes, M Antunes, D Gomes, RL Aguiar
Machine Learning 110 (11), 3157-3175, 2021
22021
Social network analysis: An overview. WIRES Data Mining and Knowledge Discovery, 8: e1256
S Tabassum, F Pereira, S Fernandes, J Gama
22018
Stacked denoising autoencoders for the automatic recognition of microglial cells' state
SS Fernandes, R Sousa, R Socodato, L Silva
12016
Using ML to increase the efficiency of solar energy usage in HVAC
E KilinÇ, S Fernandes, M Antunes, D Gomes, RL Aguiar
2020 2nd International Conference on Societal Automation (SA), 1-4, 2021
2021
Traffic State Estimation and Anomaly Detection Using Tensor-Based Method
L Tišljarić, T Carić, S Fernandes, J Gama
5th International Workshop on Data Science (IWDS 2020), 1-2, 2020
2020
Cover Image, Volume 8, Issue 5
S Tabassum, FSF Pereira, S Fernandes, J Gama
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (5 …, 2018
2018
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