| 2018 | ENTER | Developing and Testing a Domain-Specific Lexical Dictionary for Travel Talk on Twitter (#ttot). | Florian J. Zach, Scott A. Wallace, Iis P. Tussyadiah, S. Priya Narayana |
| 2016 | FlAIRS | Hash Functions for Episodic Recognition and Retrieval. | Emilia Vanderwerf, Robert Stiles, Alexandra Warlen, Allison Seibert, Kevin Bastien, Andrew Meyer, Andrew M. Nuxoll, Scott A. Wallace |
| 2014 | FlAIRS | Machine Learning to Improve a Document Pipeline. | Scott A. Wallace, Bhadresh Patel, Landon Kryger, Susan Seley |
| 2014 | IDEAS | Design and evaluation of a Twitter hashtag recommendation system. | Eriko Otsuka, Scott A. Wallace, David Chiu |
| 2009 | FlAIRS | Confidence-based Tuning of Nomogram Predictions. | Tony Mancill, Scott A. Wallace |
| 2009 | FlAIRS | Robot Defense: Using the Java Instructional Game Engine in the Artificial Intelligence Classroom. | Scott A. Wallace, Ingrid Russell |
| 2009 | SIGCSE | Introductory programming courses and computer games. | Mark Lewis, Scott T. Leutenegger, Michael Panitz, Kelvin Sung, Scott A. Wallace |
| 2008 | FDG | Integrating games and machine learning in the undergraduate computer science classroom. | Scott A. Wallace, Ingrid Russell, Zdravko Markov |
| 2008 | FlAIRS | Towards a Generic Infrastructure to Adjust the Autonomy of Soar Agents. | Scott A. Wallace, Matthew Henry |
| 2003 | IJCAI | Behavior Bounding: Toward Effective Comparisons of Agents & Humans. | Scott A. Wallace, John E. Laird |