The non-linear impact of data handling on network diffusion models. - James Nevin; Michael Lees; Paul Groth (Patterns, 2021)

Data Integration Landscapes: The Case for Non-optimal Solutions in Network Diffusion Models. - James Nevin; Paul Groth; Michael Lees (ICCS (1), 2023)

An approach for analysing the impact of data integration on complex network diffusion models. - James Nevin; Paul Groth; Michael Lees (J. Complex Networks, 2023)

Understanding the Impact of Entity Linking on the Topology of Entity Co-occurrence Networks for Social Media Analysis. - James Nevin; Pengyu Zhang; Dimitar Dimitrov 002; Michael Lees; Paul Groth; Stefan Dietze (EKAW, 2024)

The effects of mismatched train and test data cleaning pipelines on regression models: lessons for practice. - James Nevin; Michael Lees; Paul Groth (PeerJ Comput. Sci., 2025)

Implications of construction decisions in keyword-based networks: an empirical assessment. - James Nevin; Salvatore Flavio Pileggi; Michael Lees; Paul Groth (CoRR, 2025)