| Social network analysis: An overview S Tabassum, FSF Pereira, S Fernandes, J Gama Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (5 …, 2018 | 462 | 2018 |
| 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 | 54 | 2020 |
| 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 | 29 | 2021 |
| Dynamic graph summarization: a tensor decomposition approach S Fernandes, H Fanaee-T, J Gama Data Mining and Knowledge Discovery 32, 1397-1420, 2018 | 24 | 2018 |
| Spatiotemporal road traffic anomaly detection: A tensor-based approach L Tišljarić, S Fernandes, T Carić, J Gama Applied Sciences 11 (24), 12017, 2021 | 17 | 2021 |
| 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 | 17 | 2020 |
| 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 | 13 | 2017 |
| 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 | 12 | 2020 |
| Social network analysis: An overview. WIREs Data Mining and Knowledge Discovery, 8 (5) S Tabassum, FSF Pereira, S Fernandes, J Gama | 8 | 2018 |
| Social network analysis: An overview. WIREs Data Mining and Knowledge Discovery, 8 (5), e1256 S Tabassum, FSF Pereira, S Fernandes, J Gama | 7 | 2018 |
| Misalignment problem in matrix decomposition with missing values S Fernandes, M Antunes, D Gomes, RL Aguiar Machine Learning 110 (11), 3157-3175, 2021 | 5 | 2021 |
| 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 | 4 | 2019 |
| 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 | 3 | 2023 |
| 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 | 3 | 2021 |
| Cover Image, Volume 8, Issue 5. S Tabassum, FSF Pereira, S Fernandes, J Gama WIREs: Data Mining & Knowledge Discovery 8 (5), 2018 | 1 | 2018 |
| Stacked denoising autoencoders for the automatic recognition of microglial cells' state SS Fernandes, R Sousa, R Socodato, L Silva | 1 | 2016 |
| 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 |
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TECZweryfikowany adres z fep.up.pt
