selected publications
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academic article
- A Review of Local Outlier Factor Algorithms for Outlier Detection in Big Data Streams. Big Data and Cognitive Computing. 5:1. 2021
- Thermal Constraints on Energy Balance, Behaviour and Spatial Distribution of Grizzly Bears. Functional Ecology. 2021
- Autonomous Navigation Of Forest Trails By An Industrial-Size Robot. Transactions of the ASABE. 56:1273-1290. 2013
- An improved algorithm for the detection of genomic variation using short oligonucleotide expression microarrays. Molecular Ecology Resources. 12:1079-1089. 2012
- Maximizing microbial degradation of perchlorate using a genetic algorithm: Media optimization. Journal of Biotechnology. 157:189-197. 2012
- Evolutionary Dynamics of Tag Mediated Cooperation with Multilevel Selection. Evolutionary Computation. 19:25-43. 2011
- Stochastic optimization of a biologically plausible spino-neuromuscular system model. Genetic Programming and Evolvable Machines. 8:355-380. 2007
- MiCA: a web-based tool for the analysis of microbial communities based on terminal-restriction fragment length polymorphisms of 16S and 18S rRNA genes.. Microbial Ecology. 53. 2007
- Microbial community structure in polluted Baltic Sea sediments. Environmental Microbiology. 8:223-232. 2006
- Resilient individuals improve evolutionary search. Artificial Life. 12:17-34. 2006
- Behavioral Diversity and a Probabilistically Optimal GP Ensemble. Genetic Programming and Evolvable Machines. 4:235-253. 2003
- Effects of Code Growth and Parsimony Pressure on Populations in Genetic Programming. Evolutionary Computation. 6:293-309. 1998
- Limiting code growth in genetic programming. Journal of Evolutionary Computation. 6:293-310. 1998
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chapter
- Ensemble Classifiers: AdaBoost and Orthogonal Evolution of Teams. Genetic Programming Theory and Practice VIII. Ed. Riolo, Rick L. Ann Arbor. 55-69. 2010
- Crossover and Sampling Biases on Nearly Uniform Landscapes. Genetic Programming Theory and Practice VI. Springer. 75-89. 2009
- Genetic Programming: Theory and Practice an Introduction to Volume VI. Genetic Programming Theory and Practice VI. Springer. 1-18. 2009
- The evolution of size and shape. Advances in Genetic Programming. 162-191. 1999
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conference paper
- Learned Anticipation Strategy for Speed Control in an AUV Fleet. 2013 OCEANS - San Diego. 2014
- A Comparison of a Communication Strategies in Cooperative Learning. Proceedings of The Fourteenth International Conference On Genetic and Evolutionary Computation Conference. 153-160. 2012
- Ensemble Classifiers: Adaboost and Orthogonal Evolution of Teams. Genetic Programming Theory and Practice VIII. 55-69. 2011
- Ordering Autonomous Underwater Vehicle Inspection Locations with a Genetic Algorithm. OCEANS 2010 MTS/IEEE SEATTLE. 2010
- Enabling Autonomous Underwater Vehicles to Reason Hypothetically. OCEANS 2009. 1778-1784. 2010
- Enabling Autonomous Underwater Vehicles to Reason Hypothetically. OCEANS 2009. 1778-1784. 2010
- Assessing mental workload from skin conductance and pupillometry using wavelets and genetic programming. Annual Meeting of the Human Factors and Ergonomics Society. 2010
- Parameterized Computational Imaging: Data Driven Computational Modeling for Image Extension. 3747-3750. 2009
- Simulating Human Reasoning in Mine-Like Object Inspection Assignments for a Formation of Unmanned Underwater Vehicles. At-Equal 2009: 2009 ECSIS Symposium on Advanced Technologies for Enhanced Quality of Life: Lab-RS and Artiped 2009. 158-162. 2009
- Inverse Computational Feedback Optimization Imaging Applied to Time Varying Changes in a Homogeneous Structure. 3630-3633. 2008
- Autonomous navigation of an unmanned ground vehicle in unstructured forest terrain. 2008 ECSIS Symposium on Learning and Adaptive Behaviors for Robotic Systems - LAB-RS 2008, Proceedings. 103-108. 2008
- Improving performance and cooperation in multi-agent systems. Genetic Programming Theory and Practice V. 2008
- Training time and team composition robustness in evolved multi-agent systems. Genetic Programming (EuroGP) 2008. Proceedings. 2008
- Evolutionary optimization of cooperative heterogeneous teams . Evolutionary and Bio-Inspired Computation: Theory and Applications. 56306-56306. 2007
- Genetic programming: Parametric analysis of structure altering mutation techniques. Parameter Setting in Evolutionary Algorithms. 143-160. 2007
- Genetic programming: Theory and practice. Genetic Programming Theory and Practice IV. 1-10. 2007
- Genetic programming: Theory and practice - An introduction to volume V. Genetic Programming Theory and Practice V. 1-12. 2007
- Novel Ways of Improving Cooperation and Performance in Ensemble Classifiers. GECCO 2007: Genetic and Evolutionary Computation Conference, Vol 1 & 2. 1708-1715. 2007
- Orthogonal evolution of teams: A class of algorithms for evolving teams with inversely correlated errors. Genetic Programming Theory and Practice IV. 2007
- Stochastic Training of a Biologically Plausible Spino-neuromuscular System Model. GECCO 2007: Genetic and Evolutionary Computation Conference, Vol 1 & 2. 253-260. 2007
- A survey of mutation techniques in genetic programming. Genetic and Evolutionary Computation (GECCO) 2006. Proceedings. 951-952. 2006
- Comparing genetic robustness in generational vs. steady state evolutionary algorithms. Genetic and Evolutionary Computation (GECCO) 2006. Proceedings. 143-149. 2006
- Dynamics of evolutionary robustness. Genetic and Evolutionary Computation (GECCO) 2006. Proceedings. 871-878. 2006
- Genetic programming: Optimal population sizes for varying complexity problems. Genetic and Evolutionary Computation (GECCO) 2006. Proceedings. 953-954. 2006
- Growth of self-canceling code in evolutionary systems. Genetic and Evolutionary Computation (GECCO) 2006. Proceedings. 223-228. 2006
- Redundant genes and the evolution of robustness. Genetic and Evolutionary Computation (GECCO) 2006. Proceedings. 959-960. 2006
- Evolutionary training of a biologically realistic spino-neuromuscular system. 2005 IEEE International Joint Conference on Neural Networks (IJCNN). 280-285. 2005
- A layered decision model for cost-effective network defense. Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration. 506-511. 2005
- Breeding swarms: A GA/PSO hybrid. GECCO 2005: 7th annual Genetic and Evolutionary Computation Conference. 161-168. 2005
- Breeding swarms: A new approach to recurrent neural network training. GECCO 2005: 7th annual Genetic and Evolutionary Computation Conference. 185-192. 2005
- Exploiting disruption aversion to control code bloat. GECCO 2005: 7th annual Genetic and Evolutionary Computation Conference. 1605-1612. 2005
- Function choice, resiliency and growth in genetic programming. GECCO 2005: 7th annual Genetic and Evolutionary Computation Conference. 1771-1772. 2005
- A study of the role of single node mutation in genetic programming. Genetic and Evolutionary Computation (GECCO) 2004. Proceedings. Part II. 717-718. 2004
- How to choose appropriate function sets for gentic programming. Genetic Programming (EuroGP) 2004. Proceedings. 198-207. 2004
- Non-stationary subtasks can improve diversity in stationary tasks. Genetic and Evolutionary Computation (GECCO) 2004. Proceedings. Part II. 307-317. 2004
- Evolving a strongly recurrent neural network to simulate biological neurons. 28th Annual Conference of the IEEE Industrial Electronics Society, 2002. 3191-3195. 2003
- Comparison of genetic algorithm and particle swarm optimizer when evolving a recurrent neural network. Genetic and Evolutionary Computation (GECCO) 2003. Proceedings. Part I. 148-149. 2003
- Cooperative evolution on the intertwined spirals problem. Genetic Programming (EuroGP) 2003. Proceedings. 434-442. 2003
- Operator choice and the evolution of robust solutions. Genetic Programming Theory and Practice. 257-269. 2003
- Solution stability in evolutionary computation. International Symposium on Computer and Information Sciences (ISCIS) 2002. Proceedings. 237-241. 2003
- MiCA: web-based computational tools for the analysis of microbial community structure and composition based on T-RFLP of 16S rRNA genes. Proceedings of the IEEE 1st Bioinformatics Conference. 341-341. 2002
- N-Version Genetic Programming via Fault Masking. Genetic Programming (EuroGP) 2002. Proceedings. 172-181. 2002
- Computational complexity, genetic programming, and implications. Genetic Programming (EuroGP) 2001. Proceedings. 348-360. 2001
- Quantum evolutionary programming. Genetic and Evolutionary Computation Conference. 2001
- Removal bias: A new cause of code growth in tree based evolutionary programming. 1998 IEEE International Conference on Evolutionary Computation - Proceedings. 781-786. 1998
- Code size and depth flows in genetic programming. International Conference on Genetic Programming. 313-320. 1997
- Genetic algorithm hardness measures applied to the maximum clique problem. International Conference on Genetic Algorithms. 81-88. 1997
- Code growth in genetic programming. International Conference on Genetic Programming. 215-223. 1996
- Using genetic programming to approximate maximum cliques. International Conference on Genetic Programming. 400-405. 1996
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working paper