Sofia Fernandes
Sofia Fernandes
University of Porto
Verified email at inesctec.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
542018
Dynamic graph summarization: a tensor decomposition approach
S Fernandes, H Fanaee-T, J Gama
Data Mining and Knowledge Discovery 32 (5), 1397-1420, 2018
112018
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
102017
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
42020
Tensor decomposition for analysing time-evolving social networks: an overview
S Fernandes, H Fanaee-T, J Gama
Artificial Intelligence Review, 1-26, 2020
32020
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
22020
Evolving social networks analysis via tensor decompositions: from global event detection towards local pattern discovery and specification
S Fernandes, H Fanaee-T, J Gama
International Conference on Discovery Science, 385-395, 2019
22019
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
12020
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
12018
Stacked denoising autoencoders for the automatic recognition of microglial cells' state
SS Fernandes, R Sousa, R Socodato, L Silva
12016
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, 1-23, 2021
2021
Beliefs and implementation of evidence‐based practice among nurses in the nursing homes of a Swiss canton: An observational cross‐sectional study
E Perruchoud, S Fernandes, H Verloo, F Pereira
Journal of clinical nursing, 2021
2021
Misalignment problem in matrix decomposition with missing values
S Fernandes, M Antunes, D Gomes, RL Aguiar
Machine Learning, 1-19, 2021
2021
Using ML to increase the efficiency of solar energy usage in HVAC
E KILINC, S Fernandes, M Antunes, D Gomes, RL Aguiar
Traffic State Estimation and Anomaly Detection Using Tensor-Based Method
L Tišljarić, T Carić, S Fernandes, J Gama
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