Graph link prediction in computer networks using Poisson matrix factorisation. - Francesco Sanna Passino; Melissa J. M. Turcotte; Nicholas A. Heard (CoRR, 2020)

Classification of periodic arrivals in event time data for filtering computer network traffic. - Francesco Sanna Passino; Nicholas A. Heard (Stat. Comput., 2020)

Bayesian estimation of the latent dimension and communities in stochastic blockmodels. - Francesco Sanna Passino; Nicholas A. Heard (Stat. Comput., 2020)

Where To Next? A Dynamic Model of User Preferences. - Francesco Sanna Passino; Lucas Maystre; Dmitrii Moor; Ashton Anderson; Mounia Lalmas (WWW, 2021)

Mutually exciting point process graphs for modelling dynamic networks. - Francesco Sanna Passino; Nicholas A. Heard (CoRR, 2021)

Link prediction in dynamic networks using random dot product graphs. - Francesco Sanna Passino; Anna S. Bertiger; Joshua C. Neil; Nicholas A. Heard (Data Min. Knowl. Discov., 2021)

Latent factor representations of dynamic networks with applications in cyber-security - Francesco Sanna Passino (2021)

Latent structure blockmodels for Bayesian spectral graph clustering. - Francesco Sanna Passino; Nicholas A. Heard (Stat. Comput., 2022)

Spectral Clustering on Spherical Coordinates Under the Degree-Corrected Stochastic Blockmodel. - Francesco Sanna Passino; Nicholas A. Heard; Patrick Rubin-Delanchy (Technometrics, 2022)

Unsupervised attack pattern detection in honeypot data using Bayesian topic modelling. - Francesco Sanna Passino; Anastasia Mantziou; Daniyar Ghani; Philip Thiede; Ross Bevington; Nicholas A. Heard (CoRR, 2023)

Mutually Exciting Point Process Graphs for Modeling Dynamic Networks. - Francesco Sanna Passino; Nicholas A. Heard (J. Comput. Graph. Stat., 2023)

Extended Deep Adaptive Input Normalization for Preprocessing Time Series Data for Neural Networks. - Marcus A. K. September; Francesco Sanna Passino; Leonie Tabea Goldmann; Anton Hinel (AISTATS, 2024)

FinDKG: Dynamic Knowledge Graphs with Large Language Models for Detecting Global Trends in Financial Markets. - Xiaohui Victor Li; Francesco Sanna Passino (ICAIF, 2024)

Targeted synthetic data generation for tabular data via hardness characterization. - Tommaso Ferracci; Leonie Tabea Goldmann; Anton Hinel; Francesco Sanna Passino (CoRR, 2024)

Online Bayesian changepoint detection for network Poisson processes with community structure. - Joshua Corneck; Edward A. K. Cohen; James S. Martin; Francesco Sanna Passino (Stat. Comput., 2025)