Sofia da Silva Fernandes
AuthID: R-00H-734
1
TITLE: WINTENDED: WINdowed TENsor decomposition for Densification Event Detection in time-evolving networks Full Text
AUTHORS: Fernandes, S; Fanaee T, H; Gama, J ; Tisljaric, L; Smuc, T;
PUBLISHED: 2023, SOURCE: MACHINE LEARNING, VOLUME: 112, ISSUE: 2
AUTHORS: Fernandes, S; Fanaee T, H; Gama, J ; Tisljaric, L; Smuc, T;
PUBLISHED: 2023, SOURCE: MACHINE LEARNING, VOLUME: 112, ISSUE: 2
2
TITLE: Spatiotemporal Road Traffic Anomaly Detection: A Tensor-Based Approach
AUTHORS: Tisljaric, L; Fernandes, S; Caric, T; Gama, J ;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 24
AUTHORS: Tisljaric, L; Fernandes, S; Caric, T; Gama, J ;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 24
3
TITLE: Misalignment problem in matrix decomposition with missing values
AUTHORS: Sofia Fernandes; Mário Antunes; Diogo Gomes; Rui L Aguiar;
PUBLISHED: 2021, SOURCE: Mach. Learn., VOLUME: 110, ISSUE: 11
AUTHORS: Sofia Fernandes; Mário Antunes; Diogo Gomes; Rui L Aguiar;
PUBLISHED: 2021, SOURCE: Mach. Learn., VOLUME: 110, ISSUE: 11
INDEXED IN: DBLP
4
TITLE: Spatiotemporal Traffic Anomaly Detection on Urban Road Network Using Tensor Decomposition Method
AUTHORS: Leo Tisljaric; Sofia da Silva Fernandes; Tonci Caric; João Gama ;
PUBLISHED: 2020, SOURCE: 23rd International Conference on Discovery Science, DS 2020 in Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, VOLUME: 12323
AUTHORS: Leo Tisljaric; Sofia da Silva Fernandes; Tonci Caric; João Gama ;
PUBLISHED: 2020, SOURCE: 23rd International Conference on Discovery Science, DS 2020 in Discovery Science - 23rd International Conference, DS 2020, Thessaloniki, Greece, October 19-21, 2020, Proceedings, VOLUME: 12323