| 2017 | CIBCB | Evaluation of support vector machines and random forest classifiers in a real-time fetal monitoring system based on cardiotocography data. | Vinayaka Nagendra, Harikishan Gude, Divya Sampath, Steven M. Corns, Suzanna Long |
| 2016 | CEC | A fuzzy genetic algorithm approach to generate and assess meta-architectures for non-line of site fires battlefield capability. | Gene Lesinski, Steven M. Corns, Cihan H. Dagli |
| 2015 | CEC | Algorithm for a tabu - ant colony optimizer. | David D. Haynes, Steven M. Corns |
| 2014 | CIBCB | Discovering objective functions for tagging medical text concepts. | George J. Shannon, Steven M. Corns, Donald C. Wunsch |
| 2012 | CEC | A comparison of representations for the prediction of ground-level ozone concentration. | Benjamin Daniels, Steven M. Corns, Elizabeth A. Cudney |
| 2012 | CEC | An Exponential Moving Average algorithm. | David Haynes, Steven M. Corns, Ganesh Kumar Venayagamoorthy |
| 2012 | CIBCB | Introduction of R-LCS and comparative analysis with FSC and Mahalanobis-Taguchi method for Breast Cancer classification. | Benjamin Daniels, Steven M. Corns, Elizabeth A. Cudney |
| 2011 | CEC | On the effects of graph based evolutionary algorithms for training finite state classifiers. | Steven M. Corns |
| 2011 | CIBCB | A comparison of Finite State Classifier and Mahalanobis-Taguchi System for multivariate pattern recognition in skin cancer detection. | Elizabeth A. Cudney, Steven M. Corns |
| 2010 | CEC | A comparative study of diversity in evolutionary algorithms. | Jayakanth Jayachandran, Steven M. Corns |
| 2010 | CIBCB | Improved PCR design for mouse DNA by training finite state machines. | Salik R. Yadav, Steven M. Corns |
| 2008 | CEC | Small population effects and hybridization. | Daniel A. Ashlock, Kenneth Mark Bryden, Steven M. Corns |
| 2006 | CEC | An Updated Taxonomy of Evolutionary Computation Problems using Graph-based Evolutionary Algorithms. | Daniel A. Ashlock, Kenneth Mark Bryden, Steven M. Corns, Justin Schonfeld |
| 2006 | CEC | Improving Design Diversity Using Graph Based Evolutionary Algorithms. | Steven M. Corns, Daniel A. Ashlock, Douglas S. McCorkle, Kenneth Mark Bryden |
| 2006 | CIBCB | An Evolutionary Algorithm for the Selection of Geographically Informative Species. | Dan Ashlock, Karl Cottenie, Lindsey Carson, Kenneth Mark Bryden, Steven M. Corns |
| 2006 | CIBCB | Developing Antibiotic Regimens Using Evolutionary Algorithms. | Steven M. Corns, H. Scott Hurd, Dan Ashlock, Kenneth Mark Bryden |
| 2005 | CEC | Graph based evolutionary algorithms enhance the identification of Steiner systems. | Daniel A. Ashlock, Kenneth Mark Bryden, Steven M. Corns |
| 2005 | CEC | On the effects of representation on evolving grid robots. | Steven M. Corns, Daniel A. Ashlock, Kenneth Mark Bryden, David Muth Jr. |
| 2005 | CEC | Solution transfer rates in graph based evolutionary algorithms. | Steven M. Corns, Kenneth Mark Bryden, Daniel A. Ashlock |
| 2004 | CEC | On taxonomy of evolutionary computation problems. | Dan Ashlock, Kenneth M. Bryden, Steven M. Corns |
| 2004 | CIBCB | A comparison of evolved finite state classifiers and interpolated Markov models for improving PCR primer design. | Daniel A. Ashlock, Scott J. Emrich, Kenneth Mark Bryden, Steven M. Corns, Tsui-Jung Wen, Patrick S. Schnable |