| 2018 | ACSSC | Fusing multimodal microscopy data for improved cell boundary estimation and fluorophore localization of Pseudomonas aeruginosa. | Scott Ward, Edward A. K. Cohen, Niall M. Adams |
| 2018 | ISI | A Study of Data Fusion for Predicting Novel Activity in Enterprise Cyber-Security. | Jack Hogan, Niall M. Adams |
| 2018 | ISI | Adaptive Anomaly Detection on Network Data Streams. | Elizabeth Riddle-Workman, Marina Evangelou, Niall M. Adams |
| 2017 | ISI | Clustering and monitoring edge behaviour in enterprise network traffic. | Christopher Schon, Niall M. Adams, Marina Evangelou |
| 2016 | ICDM | Uncertainty Aware Clustering for Behaviour in Enterprise Networks. | Maha Bakoben, Niall M. Adams, Anthony Bellotti |
| 2016 | ICDM | Correlation-Based Streaming Anomaly Detection in Cyber-Security. | Jordan Noble, Niall M. Adams |
| 2016 | ISI | Predictability of NetFlow data. | Marina Evangelou, Niall M. Adams |
| 2016 | ISI | Disassortativity of computer networks. | Patrick Rubin-Delanchy, Niall M. Adams, Nicholas A. Heard |
| 2016 | ISI | Activity-based temporal anomaly detection in enterprise-cyber security. | Mark Whitehouse, Marina Evangelou, Niall M. Adams |
| 2014 | ISI | An Approximate Framework for Flexible Network Flow Screening. | Niall M. Adams, Daniel J. Lawson |
| 2014 | ISI | Adaptive Change Detection for Relay-Like Behaviour. | Dean Adam Bodenham, Niall M. Adams |
| 2014 | ISI | Statistical Frameworks for Detecting Tunnelling in Cyber Defence Using Big Data. | Daniel J. Lawson, Patrick Rubin-Delanchy, Nicholas A. Heard, Niall M. Adams |
| 2014 | ISI | Three Statistical Approaches to Sessionizing Network Flow Data. | Patrick Rubin-Delanchy, Daniel J. Lawson, Melissa J. Turcotte, Nicholas A. Heard, Niall M. Adams |
| 2013 | ICDM | Continuous Monitoring of a Computer Network Using Multivariate Adaptive Estimation. | Dean Adam Bodenham, Niall M. Adams |
| 2013 | IDA | When Does Active Learning Work? | Lewis Percival Gordon Evans, Niall M. Adams, Christoforos Anagnostopoulos |
| 2012 | ICDM | Canonical Correlation Analysis for Detecting Changes in Network Structure. | Aidan O'Sullivan, Niall M. Adams, Iead Rezek |
| 2011 | FDG | Recognizing players' activities and hidden state. | Wesley Kerr, Paul R. Cohen, Niall M. Adams |
| 2010 | ICMLA | On-Line Adaptation of Exploration in the One-Armed Bandit with Covariates Problem. | Adam M. Sykulski, Niall M. Adams, Nicholas R. Jennings |
| 2010 | IDA | Changing the Focus of the IDA Symposium. | Niall M. Adams, Paul R. Cohen, Michael R. Berthold |
| 2009 | IDA | Intelligent Data Analysis in the 21st Century. | Paul R. Cohen, Niall M. Adams |
| 2009 | SAC | Online annotation and prediction for regime switching data streams. | Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Adams |
| 2008 | ECAI | Online optimization for variable selection in data streams. | Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, Niall M. Adams |
| 2008 | ECAI | The Design, Deployment and Evaluation of the AnimalWatch Intelligent Tutoring System. | Paul R. Cohen, Carole R. Beal, Niall M. Adams |
| 2008 | ECAI | Dynamic Multi-Armed Bandit with Covariates. | Nicos G. Pavlidis, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand |
| 2008 | SAC | Deciding what to observe next: adaptive variable selection for regression in multivariate data streams. | Christoforos Anagnostopoulos, Niall M. Adams, David J. Hand |
| 2007 | IDA | Visualising the Cluster Structure of Data Streams. | Dimitris K. Tasoulis, Gordon J. Ross, Niall M. Adams |
| 2006 | ICDM | Unsupervised Clustering In Streaming Data. | Dimitris K. Tasoulis, Niall M. Adams, David J. Hand |
| 2003 | KDD | An iterative hypothesis-testing strategy for pattern discovery. | Richard J. Bolton, Niall M. Adams |
| 2002 | AAAI | Contentful Mental States for Robot Baby. | Paul R. Cohen, Tim Oates, Carole R. Beal, Niall M. Adams |
| 2002 | ICDM | Unsupervised Segmentation of Categorical Time Series into Episodes. | Paul R. Cohen, Brent Heeringa, Niall M. Adams |
| 2001 | ALT | Robot Baby 2001. | Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal |
| 2001 | DIS | Robot Baby 2001. | Paul R. Cohen, Tim Oates, Niall M. Adams, Carole R. Beal |
| 2001 | IDA | An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. | Paul R. Cohen, Niall M. Adams |
| 2001 | IDA | The IDA'01 Robot Data Challenge. | Paul R. Cohen, Niall M. Adams, David J. Hand |
| 1999 | IDA | Supervised Classification Problems: How to Be Both Judge and Jury. | Mark G. Kelly, David J. Hand, Niall M. Adams |
| 1999 | KDD | The Impact of Changing Populations on Classifier Performance. | Mark G. Kelly, David J. Hand, Niall M. Adams |
| 1998 | KDD | Defining the Goals to Optimise Data Mining Performance. | Mark G. Kelly, David J. Hand, Niall M. Adams |
| 1997 | AISTATS | Asessing and Improving Classification Rules. | David J. Hand, Keming Yu, Niall M. Adams |