| 2025 | HCI | Automatic Speech Disorder Detection (ASDD) System with Self-Supervised Representation of Children's Speech. | Yaoxuan Luan, Marisha Speights, Gerry V. Dozier, Cheryl D. Seals |
| 2022 | HCI | Towards the Improvement of UI/UX of a Human-AI Adversarial Authorship System. | Sadaira Packer, Cheryl D. Seals, Gerry V. Dozier |
| 2021 | CEC | Mitigating Attacks on Fake News Detection Systems using Genetic-Based Adversarial Training. | Marcellus Smith, Brandon Brown, Gerry V. Dozier, Michael C. King |
| 2020 | ICMLA | AARef: Exploiting Authorship Identifiers of Micro-Messages with Refinement Blocks. | Sarp Aykent, Gerry V. Dozier |
| 2020 | SMC | Author Identification of Micro-Messages via Multi-Channel Convolutional Neural Networks. | Sarp Aykent, Gerry V. Dozier |
| 2020 | SMC | 'Uh-oh Spaghetti-oh': When Successful Genetic and Evolutionary Feature Selection Makes You More Susceptible to Adversarial Authorship Attacks. | Alexicia Richardson, Gerry V. Dozier, Michael C. King, Richard Chapman |
| 2016 | ICCCN | An Evolutionary General Regression Neural Network Classifier for Intrusion Detection. | James Brown, Mohd Anwar, Gerry V. Dozier |
| 2016 | ICCCN | Adversarial Authorship, AuthorWebs, and Entropy-Based Evolutionary Clustering. | Siobahn C. Day, James Brown, Zachery Thomas, India Gregory, Lowell Bass, Gerry V. Dozier |
| 2016 | IRI | Intrusion Detection Using a Multiple-Detector Set Artificial Immune System. | James Brown, Mohd Anwar, Gerry V. Dozier |
| 2016 | SP | Detection of Mobile Malware: An Artificial Immunity Approach. | James Brown, Mohd Anwar, Gerry V. Dozier |
| 2014 | GECCO | GA-based selection of vaginal microbiome features associated with bacterial vaginosis. | Joi Carter, Daniel Beck, Henry Williams, Gerry V. Dozier, James A. Foster |
| 2014 | ICMLC | Applying machine learning techniques in detecting Bacterial Vaginosis. | Yolanda S. Baker, Rajeev Agrawal, James A. Foster, Daniel Beck, Gerry V. Dozier |
| 2012 | CEC | An artificial immune system for phishing detection. | Xing Fang, Nicholas Koceja, Justin Zhan, Gerry V. Dozier, Dipankar Dasgupta |
| 2012 | CEC | Permutation-based biometric authentication protocols for mitigating replay attacks. | Joseph Shelton, Gerry V. Dozier, Joshua Adams, Aniesha Alford |
| 2012 | GECCO | Analyzing the cross-generalization ability of a hybrid genetic & evolutionary application for multibiometric feature weighting and selection. | Aniesha Alford, Joshua Adams, Joseph Shelton, Kelvin S. Bryant, John C. Kelly, Gerry V. Dozier |
| 2011 | CEC | SSGA & EDA based feature selection and weighting for face recognition. | Tamirat Abegaz, Gerry V. Dozier, Kelvin S. Bryant, Joshua Adams, Joseph Shelton, Karl Ricanek, Damon L. Woodard |
| 2011 | CEC | GEC-based multi-biometric fusion. | Aniesha Alford, Caresse Hansen, Gerry V. Dozier, Kelvin S. Bryant, John C. Kelly, Tamirat Abegaz, Karl Ricanek, Damon L. Woodard |
| 2011 | CEC | A comparison of GEC-based feature selection and weighting for multimodal biometric recognition. | Aniesha Alford, Khary Popplewell, Gerry V. Dozier, Kelvin S. Bryant, John C. Kelly, Joshua Adams, Tamirat Abegaz, Joseph Shelton, Karl Ricanek, Damon L. Woodard |
| 2010 | CEC | Genetic & Evolutionary Type II feature extraction for periocular-based biometric recognition. | Lamar Simpson, Gerry V. Dozier, Joshua Adams, Damon L. Woodard, Philip E. Miller, Kelvin S. Bryant, George Glenn |
| 2010 | ICPR | Genetic-Based Type II Feature Extraction for Periocular Biometric Recognition: Less is More. | Joshua Adams, Damon L. Woodard, Gerry V. Dozier, Philip E. Miller, Kelvin S. Bryant, George Glenn |
| 2007 | CEC | NEMO: neural enhancement for multiobjective optimization. | Aaron Garrett, Gerry V. Dozier, Kalyanmoy Deb |
| 2007 | Tapia | Bowl championship series vulnerability analysis. | Caio Soares, George Page, Jonathan MacDonald, Sanjeev Baskiyar, John A. Hamilton Jr., Gerry V. Dozier |
| 2006 | CEC | A Comparison of Evolutionary Protocols for Solving Distributed Constraint Satisfaction Problems. | Winard Britt, Hurley Cunningham, Gerry V. Dozier |
| 2006 | CEC | Evolving General Regression Neural Networks for Tsunami Detection and Response. | Kenan Casey, Alvin S. Lim, Gerry V. Dozier |
| 2006 | CEC | Evolving High-Performance Evolutionary Computations for Space Vehicle Design. | Gerry V. Dozier, Winard Britt, Michael P. SanSoucie, Patrick V. Hull, Michael L. Tinker, Ron Unger, Steve Bancroft, Trevor Moeller, Dan Rooney |
| 2006 | CEC | Evacuation Planning via Evolutionary Computation. | Aaron Garrett, Brian Carnahan, Rani Muhdi, Jerry Davis, Gerry V. Dozier, Michael P. SanSoucie, Patrick V. Hull, Michael L. Tinker |
| 2006 | CEC | An Anomaly Detection-Based Classification System. | Haiyu Hou, Gerry V. Dozier |
| 2006 | CEC | Neural Network Enhancement of Multiobjective Evolutionary Search. | Haluk Yapicioglu, Gerry V. Dozier, Alice E. Smith |
| 2005 | SMC | An interactive distributed evolutionary algorithm (IDEA) for design. | Gerry V. Dozier, Brian Carnahan, Cheryl D. Seals, Lois-Ann Kuntz, Ser-Geon Fu |
| 2005 | SAC | Immunity-based intrusion detection system design, vulnerability analysis, and GENERTIA's genetic arms race. | Haiyu Hou, Gerry V. Dozier |
| 2004 | CEC | Non-deterministic decoding with memory to enhance precision in binary-coded genetic algorithms. | Orhan Dengiz, Gerry V. Dozier, Alice E. Smith |
| 2004 | CEC | Recurrent distributed constraint satisfaction via genetic and evolutionary societies of hill-climbers. | Gerry V. Dozier |
| 2004 | CEC | Vulnerability analysis of AIS-based intrusion detection systems via genetic and particle swarm red teams. | Gerry V. Dozier, Douglas Brown, John Hurley, Krystal Cain |
| 2004 | CEC | Comparing performance of binary-coded detectors and constraint-based detectors. | Haiyu Hou, Gerry V. Dozier |
| 2004 | CEC | Bi-criteria model for locating a semi-desirable facility on a plane using particle swarm optimization. | Haluk Yapicioglu, Gerry V. Dozier, Alice E. Smith |
| 2004 | CEC | A comparison of distributed restricted recombination operators for genetic and evolutionary societies of hill-climbers: a DisACSP perspective. | Funing Zhang, Gerry V. Dozier |
| 2004 | GECCO | Vulnerability Analysis of Immunity-Based Intrusion Detection Systems Using Evolutionary Hackers. | Gerry V. Dozier, Douglas Brown, John Hurley, Krystal Cain |
| 2004 | GECCO | Distributed Constraint Satisfaction, Restricted Recombination, and Hybrid Genetic Search. | Gerry V. Dozier, Hurley Cunningham, Winard Britt, Funing Zhang |
| 2003 | GECCO | Solving Distributed Asymmetric Constraint Satisfaction Problems Using an Evolutionary Society of Hill-Climbers. | Gerry V. Dozier |
| 2002 | CEC | A comparison of adaptive virtual constraint identification strategies for recurrent dynamic constraint satisfaction. | Gerry V. Dozier |
| 2001 | SAC | Evolving robot behavior via interactive evolutionary computation: from real-world to simulation. | Gerry V. Dozier |
| 2000 | GECCO | Distributed Steady-State Neuro-Evolutionary Path Planning in Non-Stationary Environments Using Adaptive Replacement. | Gerry V. Dozier |
| 2000 | GECCO | A Comparison of Operators for Solving Time dependent Traveling Salesman Problems Using Genetic Algorithms. | Loenard J. Testa, Albert C. Esterline, Gerry V. Dozier, Abdollah Homaifar |
| 2000 | PPSN | Steady-State Evolutionary Path Planning, Adaptive Replacement, and Hyper-Diversity. | Gerry V. Dozier |
| 1999 | CEC | Genetic algorithms solution for unconstrained optimal crane control. | Bahram Kimiaghalam, Abdollah Homaifar, Marwan Bikdash, Gerry V. Dozier |
| 1999 | CEC | Evolutionary computation enhancement of olfactory system model. | Geza Szekely, Mary Lou Padgett, Gerry V. Dozier |
| 1999 | GECCO | Genetic Programming of Full Knowledge Bases for Fuzzy Logic Controllers. | Daryl Battle, Abdollah Homaifar, Edward W. Tunstel, Gerry V. Dozier |
| 1999 | IJCNN | Odor detection using pulse coupled neural networks. | Geza Szekely, Mary Lou Padgett, Gerry V. Dozier, Thaddeus A. Roppel |
| 1997 | ICEC | Hybrid evolutionary motion planning via visibility-based repair. | Gerry V. Dozier, Albert C. Esterline, Abdollah Homaifar, Marwan Bikdash |
| 1996 | AAAI | Constraint Satisfaction Using A Hybrid Evolutionary Hill-Climbing Algorithm That Performs Opportunistic Arc and Path Revision. | James Bowen, Gerry V. Dozier |
| 1994 | ICEC | Solbing Small and Large Scale Constraint Satisfaction Problems Using a Heuristic-Based Microgenetic Algorithm. | Gerry V. Dozier, Dennis R. Bahler, James Bowen |