| 2017 | ICMLA | Monitoring Health Changes in Congestive Heart Failure Patients Using Wearables and Clinical Data. | Robert Fisher, Asim Smailagic, George Sokos |
| 2016 | ICMLA | Using Latent Variable Autoregression to Monitor the Health of Individuals with Congestive Heart Failure. | Robert Fisher, Asim Smailagic, Reid G. Simmons, Kimitake Mizobe |
| 2015 | ACL | Spectral Semi-Supervised Discourse Relation Classification. | Robert Fisher, Reid G. Simmons |
| 2015 | ICMLA | Weakly Supervised Learning of Dialogue Structure in MOOC Forum Threads. | Robert Fisher, Reid G. Simmons, Caroline Malin-Mayor |
| 2015 | ICMLA | Learning Context-Based Outcomes for Mobile Robots in Unstructured Indoor Environments. | Priyam Parashar, Robert Fisher, Reid G. Simmons, Manuela M. Veloso, Joydeep Biswas |
| 2014 | ISMIS | Spectral Machine Learning for Predicting Power Wheelchair Exercise Compliance. | Robert Fisher, Reid G. Simmons, Cheng-Shiu Chung, Rory A. Cooper, Garrett Grindle, Annmarie Kelleher, Hsin-yi Liu, Yu Kuang Wu |
| 2011 | ICMLA | Smartphone Interruptibility Using Density-Weighted Uncertainty Sampling with Reinforcement Learning. | Robert Fisher, Reid G. Simmons |