| 2020 | ISSRE | Applying Modular Decomposition in Simulink. | Monika Jaskolka, Stephen Scott, Vera Pantelic, Alan Wassyng, Mark Lawford |
| 2010 | ICDM | Active Learning from Multiple Noisy Labelers with Varied Costs. | Yaling Zheng, Stephen Scott, Kun Deng |
| 2007 | ICDM | Bandit-Based Algorithms for Budgeted Learning. | Kun Deng, Chris Bourke, Stephen Scott, Julie Sunderman, Yaling Zheng |
| 2006 | ICDM | Active Learning to Maximize Area Under the ROC Curve. | Matt Culver, Kun Deng, Stephen Scott |
| 2006 | IV | Development of a virtual heritage model to enable a comparison of active navigation with passive observation. | Richard Laing, Stephen Scott, Anna Conniff, Tony Craig, Carlos Galan Dia |
| 2005 | ICDM | Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning. | Thomas Takeo Osugi, Kun Deng, Stephen Scott |
| 2004 | ICMLA | Creating an SVM to play strong poker. | Todd Blank, Leen-Kiat Soh, Stephen Scott |
| 2004 | ICTAI | An Extended Kernel for Generalized Multiple-Instance Learning. | Qingping Tao, Stephen Scott, N. V. Vinodchandran, Thomas Takeo Osugi, Brandon Mueller |
| 2003 | IV | Utilisation of computer visualisation in the study of public preference and urban greenspace. | Richard Laing, Anne-Marie Davies, Stephen Scott |
| 2002 | CCGRID | Cluster Tools. | Stephen Scott |
| 2002 | IV | Combining Visualisation and Choice Experiments in Built Environment Research. | Anne-Marie Davies, Richard Laing, Stephen Scott |
| 2001 | COLT | Efficiently Approximating Weighted Sums with Exponentially Many Terms. | Deepak Chawla, Lin Li, Stephen Scott |