Marina Evangelou

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Anomaly Detection

Manifold Learning

Variational Bayes

Feature Reduction

Top Venues

Publications

Michael Komodromos, Marina Evangelou, Sarah Filippi
Logistic Variational Bayes Revisited. CoRR (2024)
Theodoulos Rodosthenous, Vahid Shahrezaei, Marina Evangelou
manifold learning. PeerJ Comput. Sci. 10 (2024)
Fabio Feser, Marina Evangelou
Dual feature reduction for the sparse-group lasso and its adaptive variant. CoRR (2024)
Fabio Feser, Marina Evangelou
Strong screening rules for group-based SLOPE models. CoRR (2024)
Michael Komodromos, Eric O. Aboagye, Marina Evangelou, Sarah Filippi, Kolyan Ray
Variational Bayes for high-dimensional proportional hazards models with applications within gene expression. Bioinform. 38 (16) (2022)
Theodoulos Rodosthenous, Vahid Shahrezaei, Marina Evangelou
Multi-view Data Visualisation via Manifold Learning. CoRR (2021)
Elizabeth Riddle-Workman, Marina Evangelou, Niall M. Adams
Multi-type relational clustering for enterprise cyber-security networks. Pattern Recognit. Lett. 149 (2021)
Theodoulos Rodosthenous, Vahid Shahrezaei, Marina Evangelou
S-multi-SNE: Semi-Supervised Classification and Visualisation of Multi-View Data. CoRR (2021)
Marina Evangelou, Niall M. Adams
An anomaly detection framework for cyber-security data. Comput. Secur. 97 (2020)
Theodoulos Rodosthenous, Vahid Shahrezaei, Marina Evangelou
Integrating multi-OMICS data through sparse canonical correlation analysis for the prediction of complex traits: a comparison study. Bioinform. 36 (17) (2020)
Elizabeth Riddle-Workman, Marina Evangelou, Niall M. Adams
Adaptive Anomaly Detection on Network Data Streams. ISI (2018)
Christopher Schon, Niall M. Adams, Marina Evangelou
Clustering and monitoring edge behaviour in enterprise network traffic. ISI (2017)
Mark Whitehouse, Marina Evangelou, Niall M. Adams
Activity-based temporal anomaly detection in enterprise-cyber security. ISI (2016)
Alexander J. Gibberd, Marina Evangelou, James D. B. Nelson
The Time-Varying Dependency Patterns of NetFlow Statistics. ICDM Workshops (2016)
Marina Evangelou, Niall M. Adams
Predictability of NetFlow data. ISI (2016)
Marina Evangelou, Frank Dudbridge, Lorenz Wernisch
Two novel pathway analysis methods based on a hierarchical model. Bioinform. 30 (5) (2014)