| 2017 | GECCO | The role of crossover operator in bayesian network structure learning performance: a comprehensive comparative study and new insights. | Carlo Contaldi, Fatemeh Vafaee, Peter C. Nelson |
| 2014 | CEC | Balancing the exploration and exploitation in an adaptive diversity guided genetic algorithm. | Fatemeh Vafaee, Gyrgy Turn, Peter C. Nelson, Tanya Y. Berger-Wolf |
| 2014 | GECCO | Among-site rate variation: adaptation of genetic algorithm mutation rates at each single site. | Fatemeh Vafaee, Gyrgy Turn, Peter C. Nelson, Tanya Y. Berger-Wolf |
| 2013 | MDM | Real-Time Street Parking Availability Estimation. | Bo Xu, Ouri Wolfson, Jie Yang, Leon Stenneth, Philip S. Yu, Peter C. Nelson |
| 2010 | CEC | An explorative and exploitative mutation scheme. | Fatemeh Vafaee, Peter C. Nelson |
| 2010 | GECCO | Optimizing genetic operator rates using a markov chain model of genetic algorithms. | Fatemeh Vafaee, Gyrgy Turn, Peter C. Nelson |
| 2009 | ICMLA | A Genetic Algorithm that Incorporates an Adaptive Mutation Based on an Evolutionary Model. | Fatemeh Vafaee, Peter C. Nelson |
| 2008 | GECCO | Using differential evolution for symbolic regression and numerical constant creation. | Brian M. Cerny, Peter C. Nelson, Chi Zhou |
| 2008 | ICMLA | Adaptively Evolving Probabilities of Genetic Operators. | Fatemeh Vafaee, Weimin Xiao, Peter C. Nelson, Chi Zhou |
| 2008 | LREC | From Extracting to Abstracting: Generating Quasi-abstractive Summaries. | Zhuli Xie, Barbara Di Eugenio, Peter C. Nelson |
| 2008 | MOBICOM | Theoretical analysis of a directional stability-based clustering algorithm for vanets. | Peng Fan, Prasad Sistla, Peter C. Nelson |
| 2008 | Mobiquitous | Intelligent traveler assistant (ITA) simulation platform design. | James G. Haran, Abolfazl (Kouros) Mohammadian, Peter C. Nelson |
| 2008 | Mobiquitous | Mining sequential association rules for traveler context prediction. | Chad A. Williams, Abolfazl (Kouros) Mohammadian, Peter C. Nelson, Sean T. Doherty |
| 2007 | ICMLA | Improving gene expression programming performance by using differential evolution. | Qiongyun Zhang, Chi Zhou, Weimin Xiao, Peter C. Nelson |
| 2006 | FlAIRS | Adaptive Learning in Machine Summarization. | Zhuli Xie, Barbara Di Eugenio, Peter C. Nelson |
| 2006 | ICMLA | Introducing Emergent Loose Modules into the Learning Process of a Linear Genetic Programming System. | Xin Li, Chi Zhou, Weimin Xiao, Peter C. Nelson |
| 2005 | ICINCO | An intelligent vehicle approach to mobile vehicular ad hoc networks - clustering optimisation in dynamic traffic networks. | James G. Haran, Peng Fan, Peter C. Nelson, John F. Dillenburg |
| 2005 | ICMLA | Direct evolution of hierarchical solutions with self-emergent substructures. | Xin Li, Chi Zhou, Weimin Xiao, Peter C. Nelson |
| 2005 | SC | Real Time Change Detection and Alerts from Highway Traffic Data. | Robert L. Grossman, Michal Sabala, Anushka Anand, Steve Eick, Leland Wilkinson, Pei Zhang, John Chaves, Steve Vejcik, John F. Dillenburg, Peter C. Nelson, Doug Rorem, Javid Alimohideen, Jason Leigh, Michael E. Papka, Rick L. Stevens |
| 2004 | COLING | Using Gene Expression Programming to Construct Sentence Ranking Functions for Text Summarization. | Zhuli Xie, Xin Li, Barbara Di Eugenio, Weimin Xiao, Thomas M. Tirpak, Peter C. Nelson |
| 2004 | ICTAI | N-to-2-Space Mapping for Visualization of Search Algorithm Performance. | Marcin Kadluczka, Peter C. Nelson, Thomas M. Tirpak |
| 1991 | EPIA | Wave-shaping in Multiprocessor Bidirectional Heuristic State Space Search. | Peter C. Nelson, Anestis A. Toptsis |
| 1990 | COMPSAC | Benchmarking two types of restricted transitive closure algorithms. | Anestis A. Toptsis, Clement T. Yu, Peter C. Nelson |
| 1990 | ICCI | Computing the Transitive Closure of Symmetric Matrices. | Anestis A. Toptsis, Clement T. Yu, Peter C. Nelson |
| 1990 | ICTAI | HSAS: a heuristic development tool. | Peter C. Nelson, John F. Dillenburg, Lana Dubinsky |
| 1989 | IJCAI | Multi-Dimensional Heuristic Searching. | Peter C. Nelson, Lawrence J. Henschen |