A data-driven metric learning-based scheme for unsupervised network anomaly detection. - Roya Aliakbarisani; Abdorasoul Ghasemi; Shyhtsun Felix Wu (Comput. Electr. Eng., 2019)

Predictability of missing links in complex networks. - Guillermo García-Pérez; Roya Aliakbarisani; Abdorasoul Ghasemi; M. Ángeles Serrano (CoRR, 2019)

Perturbation of the Normalized Laplacian Matrix for the Prediction of Missing Links in Real Networks. - Roya Aliakbarisani; Abdorasoul Ghasemi; M. Ángeles Serrano (IEEE Trans. Netw. Sci. Eng., 2022)

Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance. - Roya Aliakbarisani; Robert Jankowski; M. Ángeles Serrano; Marián Boguñá (CoRR, 2024)

Mapping bipartite networks into multidimensional hyperbolic spaces. - Robert Jankowski; Roya Aliakbarisani; M. Ángeles Serrano; Marián Boguñá (CoRR, 2025)