| 2018 | KDD | Data Science for Financial Applications. | David J. Hand |
| 2013 | IDA | Data, Not Dogma: Big Data, Open Data, and the Opportunities Ahead. | David J. Hand |
| 2009 | DIS | Detecting New Kinds of Patient Safety Incidents. | James Bentham, David J. Hand |
| 2009 | KDD | Mismatched models, wrong results, and dreadful decisions: on choosing appropriate data mining tools. | David J. Hand |
| 2008 | ECAI | Online optimization for variable selection in data streams. | Christoforos Anagnostopoulos, Dimitris K. Tasoulis, David J. Hand, 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 |
| 2006 | ICDM | Unsupervised Clustering In Streaming Data. | Dimitris K. Tasoulis, Niall M. Adams, David J. Hand |
| 2006 | PAKDD | Protection or Privacy? Data Mining and Personal Data. | David J. Hand |
| 2005 | IDA | Detecting Groups of Anomalously Similar Objects in Large Data Sets. | Zhicheng Zhang, David J. Hand |
| 2004 | SSPR | A Classifier Combination Tree Algorithm. | Ross A. McDonald, Idris A. Eckley, David J. Hand |
| 2001 | ICDM | Significance Tests for Patterns in Continuous Data. | Richard J. Bolton, David J. Hand |
| 2001 | IDA | The IDA'01 Robot Data Challenge. | Paul R. Cohen, Niall M. Adams, David J. Hand |
| 2001 | IDA | Data Mining with Products of Trees. | Jos Tom A. S. Ferreira, David G. T. Denison, David J. Hand |
| 2001 | IDA | Investigating Temporal Patterns of Fault Behaviour within Large Telephony Networks. | Dave Yearling, 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 | IDA | Adjusted Estimation for the Combination of Classifiers. | Bart J. A. Mertens, David J. Hand |
| 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 |
| 1997 | IDA | Intelligent Data Analysis: Issues and Opportunities. | David J. Hand |
| 1995 | ICML | On Pruning and Averaging Decision Trees. | Jonathan J. Oliver, David J. Hand |