| 2012 | ICMLA | Physics-Based Constraints in the Forward Modeling Analysis of Time-Correlated Image Data. | James L. Carroll, Christopher D. Tomkins |
| 2011 | IJCNN | Turning Bayesian model averaging into Bayesian model combination. | Kristine Monteith, James L. Carroll, Kevin D. Seppi, Tony R. Martinez |
| 2008 | ACL | Assessing the Costs of Sampling Methods in Active Learning for Annotation. | Robbie Haertel, Eric K. Ringger, Kevin D. Seppi, James L. Carroll, Peter McClanahan |
| 2008 | LREC | Assessing the Costs of Machine-Assisted Corpus Annotation through a User Study. | Eric K. Ringger, Marc Carmen, Robbie Haertel, Kevin D. Seppi, Deryle Lonsdale, Peter McClanahan, James L. Carroll, Noel Ellison |
| 2007 | CEC | A Utile Function Optimizer. | Christopher K. Monson, Kevin D. Seppi, James L. Carroll |
| 2005 | IJCNN | Task similarity measures for transfer in reinforcement learning task libraries. | James L. Carroll, Kevin D. Seppi |
| 2004 | ICMLA | A Bayesian technique for task localization in multiple goal Markov decision processes. | James L. Carroll, Kevin D. Seppi |
| 2003 | ICMLA | Reinforcement Learning Task Clustering. | James L. Carroll, Todd S. Peterson, Kevin D. Seppi |
| 2002 | ICMLA | Fixed vs. Dynamic Sub-Transfer in Reinforcement Learning. | James L. Carroll, Todd Peterson |
| 2001 | ICRA | Towards Automatic Shaping in Robot Navigation. | Todd S. Peterson, Nancy E. Owens, James L. Carroll |