Two novel pathway analysis methods based on a hierarchical model. - Marina Evangelou; Frank Dudbridge; Lorenz Wernisch (Bioinform., 2014)

The Time-Varying Dependency Patterns of NetFlow Statistics. - Alexander J. Gibberd; Marina Evangelou; James D. B. Nelson (ICDM Workshops, 2016)

Predictability of NetFlow data. - Marina Evangelou; Niall M. Adams (ISI, 2016)

Activity-based temporal anomaly detection in enterprise-cyber security. - Mark Whitehouse; Marina Evangelou; Niall M. Adams (ISI, 2016)

Clustering and monitoring edge behaviour in enterprise network traffic. - Christopher Schon; Niall M. Adams; Marina Evangelou (ISI, 2017)

Adaptive Anomaly Detection on Network Data Streams. - Elizabeth Riddle-Workman; Marina Evangelou; Niall M. Adams (ISI, 2018)

Integrating multi-OMICS data through sparse canonical correlation analysis for the prediction of complex traits: a comparison study. - Theodoulos Rodosthenous; Vahid Shahrezaei; Marina Evangelou (Bioinform., 2020)

An anomaly detection framework for cyber-security data. - Marina Evangelou; Niall M. Adams (Comput. Secur., 2020)

Multi-view Data Visualisation via Manifold Learning. - Theodoulos Rodosthenous; Vahid Shahrezaei; Marina Evangelou (CoRR, 2021)

S-multi-SNE: Semi-Supervised Classification and Visualisation of Multi-View Data. - Theodoulos Rodosthenous; Vahid Shahrezaei; Marina Evangelou (CoRR, 2021)

Multi-type relational clustering for enterprise cyber-security networks. - Elizabeth Riddle-Workman; Marina Evangelou; Niall M. Adams (Pattern Recognit. Lett., 2021)

Variational Bayes for high-dimensional proportional hazards models with applications within gene expression. - Michael Komodromos; Eric O. Aboagye; Marina Evangelou; Sarah Filippi; Kolyan Ray (Bioinform., 2022)

Logistic Variational Bayes Revisited. - Michael Komodromos; Marina Evangelou; Sarah Filippi (ICML, 2024)

Dual feature reduction for the sparse-group lasso and its adaptive variant. - Fabio Feser; Marina Evangelou (CoRR, 2024)

Multi-view data visualisation via manifold learning. - Theodoulos Rodosthenous; Vahid Shahrezaei; Marina Evangelou (PeerJ Comput. Sci., 2024)

Strong Screening Rules for Group-based SLOPE Models. - Fabio Feser; Marina Evangelou (AISTATS, 2025)

Correlating Variational Autoencoders Natively For Multi-View Imputation. - Ella S. C. Orme; Marina Evangelou; Ulrich Paquet (UniReps, 2025)