Gerry V. Dozier

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 33

Top Venues

SSCI

CoRR

MAICS

ICCCN

Publications

Amit Das, Zheng Zhang, Fatemeh Jamshidi, Vinija Jain, Aman Chadha, Nilanjana Raychawdhary, Mary Sandage, Lauramarie Pope, Gerry V. Dozier, Cheryl D. Seals
Investigating Annotator Bias in Large Language Models for Hate Speech Detection. CoRR (2024)
Amit Das, Mostafa Rahgouy, Dongji Feng, Zheng Zhang, Tathagata Bhattacharya, Nilanjana Raychawdhary, Mary Sandage, Lauramarie Pope, Gerry V. Dozier, Cheryl D. Seals
OffLanDat: A Community Based Implicit Offensive Language Dataset Generated by Large Language Model Through Prompt Engineering. CoRR (2024)
Amit Das, Nilanjana Raychawdhary, Tathagata Bhattacharya, Gerry V. Dozier, Cheryl D. Seals
AU_NLP at SemEval-2023 Task 10: Explainable Detection of Online Sexism Using Fine-tuned RoBERTa. SemEval@ACL (2023)
Mostafa Rahgouy, Hamed Babaei Giglou, Dongji Feng, Taher Rahgooy, Gerry V. Dozier, Cheryl D. Seals
Navigating the Fermi Multiverse: Assessing LLMs for Complex Multi-hop Queries. NL4AI@AI*IA (2023)
Amit Das, Mostafa Rahgouy, Zheng Zhang, Tathagata Bhattacharya, Gerry V. Dozier, Cheryl D. Seals
Online Sexism Detection and Classification by Injecting User Gender Information. AIBThings (2023)
Nilanjana Raychawdhary, Nathaniel Hughes, Sutanu Bhattacharya, Gerry V. Dozier, Cheryl D. Seals
A Transformer-Based Language Model for Sentiment Classification and Cross-Linguistic Generalization: Empowering Low-Resource African Languages. AIBThings (2023)
Nilanjana Raychawdhary, Amit Das, Gerry V. Dozier, Cheryl D. Seals
Seals_Lab at SemEval-2023 Task 12: Sentiment Analysis for Low-resource African Languages, Hausa and Igbo. SemEval@ACL (2023)
Sadaira Packer, Cheryl D. Seals, Gerry V. Dozier
Towards the Improvement of UI/UX of a Human-AI Adversarial Authorship System. HCI (32) (2022)
Amit Das, Nilanjana Raychawdhary, Gerry V. Dozier, Cheryl D. Seals
Irony and Stereotype Spreading Author Profiling on Twitter using Machine Learning: A BERT-TFIDF based Approach. CLEF (Working Notes) (2022)
Josh Kalin, David Noever, Matthew Ciolino, Dominick Hambrick, Gerry V. Dozier
Automating Defense Against Adversarial Attacks: Discovery of Vulnerabilities and Application of Multi-INT Imagery to Protect Deployed Models. CoRR (2021)
David Noever, Josh Kalin, Matthew Ciolino, Dom Hambrick, Gerry V. Dozier
Local Translation Services for Neglected Languages. CoRR (2021)
Brandon Brown, Marcellus Smith, Sadaira Parker, Jabari Leslie, Cheryl D. Seals, Gerry V. Dozier, Michael C. King
Adversarial UFP/UFN Attack Evolution. SSCI (2021)
Marcellus Smith, Brandon Brown, Gerry V. Dozier, Michael C. King
Mitigating Attacks on Fake News Detection Systems using Genetic-Based Adversarial Training. CEC (2021)
Marcellus Smith, Brandon Brown, Gerry V. Dozier, Michael C. King
EMO-GAT: An Evolutionary Multi-Objective Method for Adversarial Training. SSCI (2021)
Sarp Aykent, Gerry V. Dozier
AARef: Exploiting Authorship Identifiers of Micro-Messages with Refinement Blocks. ICMLA (2020)
Sarp Aykent, Gerry V. Dozier
Author Identification of Micro-Messages via Multi-Channel Convolutional Neural Networks. SMC (2020)
Josh Kalin, Matthew Ciolino, David Noever, Gerry V. Dozier
Black Box to White Box: Discover Model Characteristics Based on Strategic Probing. CoRR (2020)
Josh Kalin, David Noever, Gerry V. Dozier
Systematic Attack Surface Reduction For Deployed Sentiment Analysis Models. CoRR (2020)
Brandon Brown, Alexicia Richardson, Marcellus Smith, Gerry V. Dozier, Michael C. King
The Adversarial UFP/UFN Attack: A New Threat to ML-based Fake News Detection Systems? SSCI (2020)
Steve Halladay, Gerry V. Dozier
A Comparison of Genetic & Swarm Intelligence-Based Feature Selection Algorithms for Author Identification. SSCI (2020)
Alexicia Richardson, Gerry V. Dozier, Michael C. King, Richard Chapman
'Uh-oh Spaghetti-oh': When Successful Genetic and Evolutionary Feature Selection Makes You More Susceptible to Adversarial Authorship Attacks. SMC (2020)
Marcellus Smith, Alexicia Richardson, Brandon Brown, Gerry V. Dozier, Michael C. King, Joshua Morris
A Study of the Impact of Evolutionary-Based Feature Selection for Fake News Detection. SSCI (2020)
Josh Kalin, Matthew Ciolino, David Noever, Gerry V. Dozier
Black Box to White Box: Discover Model Characteristics Based on Strategic Probing. AI4I (2020)
Joshua Gaston, Mina Narayanan, Gerry V. Dozier, D. Lisa Cothran, Clarissa Arms-Chavez, Marcia Rossi, Michael C. King, Jinsheng Xu
Authorship Attribution via Evolutionary Hybridization of Sentiment Analysis, LIWC, and Topic Modeling Features. SSCI (2018)
Joshua Gaston, Mina Narayanan, Gerry V. Dozier, D. Lisa Cothran, Clarissa Arms-Chavez, Marcia Rossi, Michael C. King, Jinsheng Xu
Authorship Attribution vs. Adversarial Authorship from a LIWC and Sentiment Analysis Perspective. SSCI (2018)
Mina Narayanan, Joshua Gaston, Gerry V. Dozier, D. Lisa Cothran, Clarissa Arms-Chavez, Marcia Rossi, Michael C. King, Kelvin S. Bryant
Adversarial Authorship, Sentiment Analysis, and the AuthorWeb Zoo. SSCI (2018)
Christina Faust, Gerry V. Dozier, Jinsheng Xu, Michael C. King
Adversarial authorship, interactive evolutionary hill-climbing, and author CAAT-III. SSCI (2017)
James Brown, Mohd Anwar, Gerry V. Dozier
An artificial immunity approach to malware detection in a mobile platform. EURASIP J. Inf. Secur. 2017 (2017)
James Brown, Mohd Anwar, Gerry V. Dozier
Intrusion Detection Using a Multiple-Detector Set Artificial Immune System. IRI (2016)
Siobahn C. Day, Henry Williams, Joseph Shelton, Gerry V. Dozier
Towards the Development of a Cyber Analysis & Advisement Tool (CAAT) for Mitigating De-Anonymization Attacks. MAICS (2016)
James Brown, Mohd Anwar, Gerry V. Dozier
Detection of Mobile Malware: An Artificial Immunity Approach. IEEE Symposium on Security and Privacy Workshops (2016)
James Brown, Mohd Anwar, Gerry V. Dozier
An Evolutionary General Regression Neural Network Classifier for Intrusion Detection. ICCCN (2016)
Siobahn C. Day, James Brown, Zachery Thomas, India Gregory, Lowell Bass, Gerry V. Dozier
Adversarial Authorship, AuthorWebs, and Entropy-Based Evolutionary Clustering. ICCCN (2016)
Pablo A. Arias, Joseph Shelton, Kaushik Roy, Gerry V. Dozier, Foysal Ahmad
Multispectral Recognition Using Genetic and Evolutionary Feature Extraction. MAICS (2015)
Pablo A. Arias, Joseph Shelton, Kaushik Roy, Foysal Ahmad, Gerry V. Dozier
Micro Genetic and Evolutionary Feature Extraction: An Exploratory Data Analysis Approach for Multispectral Iris Recognition. ICIAR (2015)
Yolanda S. Baker, Rajeev Agrawal, James A. Foster, Daniel Beck, Gerry V. Dozier
Detecting bacterial vaginosis using machine learning. ACM Southeast Regional Conference (2014)
Yolanda S. Baker, Rajeev Agrawal, James A. Foster, Daniel Beck, Gerry V. Dozier
Applying machine learning techniques in detecting Bacterial Vaginosis. ICMLC (2014)
Albert C. Esterline, Gerry V. Dozier
A Formal Framework for Identity in Cyber and Other Universes. MAICS (2014)
Joi Carter, Daniel Beck, Henry Williams, Gerry V. Dozier, James A. Foster
GA-based selection of vaginal microbiome features associated with bacterial vaginosis. GECCO (2014)
Joshua Adams, Henry Williams, Joi Carter, Gerry V. Dozier
Genetic Heuristic Development: Feature selection for author identification. CIBIM (2013)
Michael E. Payne, Jonathan Turner, Joseph Shelton, Joshua Adams, Joi Carter, Henry Williams, Caresse Hansen, Ian Dworkin, Gerry V. Dozier
Fly wing biometrics. CIBIM (2013)
Aniesha Alford, Joshua Adams, Joseph Shelton, Gerry V. Dozier, Kelvin S. Bryant, John C. Kelly
Genetic and evolutionary biometrics: Exploring value preference space for hybrid feature weighting and selection. Int. J. Intell. Comput. Cybern. 6 (1) (2013)
Joseph Shelton, Gerry V. Dozier, Joshua Adams, Aniesha Alford
Permutation-based biometric authentication protocols for mitigating replay attacks. IEEE Congress on Evolutionary Computation (2012)
Xing Fang, Nicholas Koceja, Justin Zhan, Gerry V. Dozier, Dipankar Dasgupta
An artificial immune system for phishing detection. IEEE Congress on Evolutionary Computation (2012)
Joshua Adams, Joseph Shelton, Lasanio Small, Sabra Neal, Melissa A. Venable, Jung Hee Kim, Gerry V. Dozier
Darwinian-Based Feature Extraction Using K-Means and Kohonen Clustering. MAICS (2012)
Aniesha Alford, Kelvin S. Bryant, Tamirat Abegaz, Gerry V. Dozier, John C. Kelly, Joseph Shelton, Lasanio Small, Jared Williams, Damon L. Woodard, Karl Ricanek
Genetic and evolutionary methods for biometric feature reduction. Int. J. Biom. 4 (3) (2012)
John D. Dyer, Roy J. Hartfield Jr., Gerry V. Dozier, John E. Burkhalter
Aerospace design optimization using a steady state real-coded genetic algorithm. Appl. Math. Comput. 218 (9) (2012)
Joseph Shelton, Kelvin S. Bryant, Sheldon Abrams, Lasanio Small, Joshua Adams, Derrick Leflore, Aniesha Alford, Karl Ricanek, Gerry V. Dozier
Genetic & Evolutionary Biometric Security: Disposable Feature Extractors for Mitigating Biometric Replay Attacks. CSER (2012)
Joseph Shelton, Joshua Adams, Aniesha Alford, Melissa A. Venable, Sabra Neal, Gerry V. Dozier, Kelvin S. Bryant
Mitigating replay attacks using Darwinian-based Feature Extraction. CISDA (2012)
Aniesha Alford, Joshua Adams, Joseph Shelton, Kelvin S. Bryant, John C. Kelly, Gerry V. Dozier
Analyzing the cross-generalization ability of a hybrid genetic & evolutionary application for multibiometric feature weighting and selection. GECCO (Companion) (2012)
Joseph Shelton, Melissa A. Venable, Sabra Neal, Joshua Adams, Aniesha Alford, Gerry V. Dozier
Pixel Consistency, K-Tournament Selection, and Darwinian-Based Feature Extraction. MAICS (2012)
Joseph Shelton, Gerry V. Dozier, Kelvin S. Bryant, Joshua Adams, Khary Popplewell, Tamirat Abegaz, Kamilah Purrington, Damon L. Woodard, Karl Ricanek
Genetic based LBP feature extraction and selection for facial recognition. ACM Southeast Regional Conference (2011)
Haluk Yapicioglu, H. Liu, Alice E. Smith, Gerry V. Dozier
Hybrid approach for Pareto front expansion in heuristics. J. Oper. Res. Soc. 62 (2) (2011)
Tamirat Abegaz, Gerry V. Dozier, Kelvin S. Bryant, Joshua Adams, Khary Popplewell, Joseph Shelton, Karl Ricanek, Damon L. Woodard
Hybrid GAs for Eigen-based facial recognition. CIBIM (2011)
Tamirat Abegaz, Gerry V. Dozier, Kelvin S. Bryant, Joshua Adams, Joseph Shelton, Karl Ricanek, Damon L. Woodard
SSGA & EDA based feature selection and weighting for face recognition. IEEE Congress on Evolutionary Computation (2011)
Aniesha Alford, Khary Popplewell, Gerry V. Dozier, Kelvin S. Bryant, John C. Kelly, Joshua Adams, Tamirat Abegaz, Joseph Shelton
GEFeWS: A Hybrid Genetic-Based Feature Weighting and Selection Algorithm for Multi-Biometric Recognition. MAICS (2011)
Khary Popplewell, Aniesha Alford, Gerry V. Dozier, Kelvin S. Bryant, John C. Kelly, Joshua Adams, Tamirat Abegaz, Kamilah Purrington, Joseph Shelton
A comparison of genetic feature selection and weighting techniques for multi-biometric recognition. ACM Southeast Regional Conference (2011)
Aniesha Alford, Khary Popplewell, Gerry V. Dozier, Kelvin S. Bryant, John C. Kelly, Joshua Adams, Tamirat Abegaz, Joseph Shelton, Karl Ricanek, Damon L. Woodard
A comparison of GEC-based feature selection and weighting for multimodal biometric recognition. IEEE Congress on Evolutionary Computation (2011)
Tamirat Abegaz, Gerry V. Dozier, Kelvin S. Bryant, Joshua Adams, Brandon Baker, Joseph Shelton, Karl Ricanek, Damon L. Woodard
Genetic-Based Selection and Weighting for LBP, oLBP, and Eigenface Feature Extraction. MAICS (2011)
Aniesha Alford, Caresse Hansen, Gerry V. Dozier, Kelvin S. Bryant, John C. Kelly, Tamirat Abegaz, Karl Ricanek, Damon L. Woodard
GEC-based multi-biometric fusion. IEEE Congress on Evolutionary Computation (2011)
Gerry V. Dozier, Kamilah Purrington, Khary Popplewell, Joseph Shelton, Tamirat Abegaz, Kelvin S. Bryant, Joshua Adams, Damon L. Woodard, Philip E. Miller
GEFeS: Genetic & evolutionary feature selection for periocular biometric recognition. CIBIM (2011)
Brandon Baker, Kelvin S. Bryant, Gerry V. Dozier
GESLIC: genetic and evolutionary-based short-length iris codes. ACM Southeast Regional Conference (2011)
Joseph Shelton, Gerry V. Dozier, Kelvin S. Bryant, Lasanio Small, Joshua Adams, Khary Popplewell, Tamirat Abegaz, Damon L. Woodard, Karl Ricanek
Comparison of Genetic-based Feature Extraction Methods for Facial Recognition. MAICS (2011)
Gerry V. Dozier, Joshua Adams, Damon L. Woodard, Kelvin S. Bryant, Philip E. Miller
A Comparison of Two Genetic & Evolutionary Feature Selection Strategies for Periocular-Based Biometric Recognition via X-TOOLSS. GEM (2010)
Joshua Adams, Damon L. Woodard, Gerry V. Dozier, Philip E. Miller, Kelvin S. Bryant, George Glenn
Genetic-Based Type II Feature Extraction for Periocular Biometric Recognition: Less is More. ICPR (2010)
Marios Savvides, Karl Ricanek Jr., Damon L. Woodard, Gerry V. Dozier
Unconstrained Biometric Identification: Emerging Technologies. Computer 43 (2) (2010)
Joshua Adams, Damon L. Woodard, Gerry V. Dozier, Philip E. Miller, George Glenn, Kelvin S. Bryant
GEFE: genetic & evolutionary feature extraction for periocular-based biometric recognition. ACM Southeast Regional Conference (2010)
Kelvin S. Bryant, Gerry V. Dozier
A two-phased approach to reducing the false accept rate of spoofed iris codes. ACM Southeast Regional Conference (2010)
Caio Soares, Philicity Williams, Juan E. Gilbert, Gerry V. Dozier
A class-specific ensemble feature selection approach for classification problems. ACM Southeast Regional Conference (2010)
Lamar Simpson, Gerry V. Dozier, Joshua Adams, Damon L. Woodard, Philip E. Miller, Kelvin S. Bryant, George Glenn
Genetic & Evolutionary Type II feature extraction for periocular-based biometric recognition. IEEE Congress on Evolutionary Computation (2010)
Kenan Casey, Aaron Garrett, Joseph Gay, Lacey Montgomery, Gerry V. Dozier
An evolutionary approach for achieving scalability with general regression neural networks. Nat. Comput. 8 (1) (2009)
Gerry V. Dozier, Kurt Frederiksen, Robert Meeks, Marios Savvides, Kelvin S. Bryant, Darlene Hopes, Taihei Munemoto
Minimizing the number of bits needed for iris recognition via Bit Inconsistency and GRIT. CIB (2009)
Gerry V. Dozier, Maureen Biggers, D. Scott McCrickard
Building diversity in the undergraduate computer science research pipeline. ACM Southeast Regional Conference (2008)
Winard Britt, David M. Bevly, Gerry V. Dozier
Automated modeling of the guidance of a K-9. ACC (2008)
Aaron Garrett, Gerry V. Dozier
Training approaches in neural enhancement for multiobjective optimization. ACM Southeast Regional Conference (2008)
Kenan Casey, Alvin S. Lim, Gerry V. Dozier
A Sensor Network Architecture for Tsunami Detection and Response. Int. J. Distributed Sens. Networks 4 (1) (2008)
Caio Soares, Gerry V. Dozier, Emmett J. Lodree Jr., Jared Phillips, Katie Nobles, Yong won Park
Optimization of the multiple retailer supply chain management problem. ACM Southeast Regional Conference (2008)
Evren Unsal, Gerry V. Dozier, Jacob H. Dane
A Novel Optimization Process for Prediction of Complex Pore Geometry Via Genetic Search. Intell. Autom. Soft Comput. 13 (3) (2007)
Aaron Garrett, Gerry V. Dozier, Kalyanmoy Deb
NEMO: neural enhancement for multiobjective optimization. IEEE Congress on Evolutionary Computation (2007)
Gerry V. Dozier, Douglas Brown, Haiyu Hou, John Hurley
Vulnerability analysis of immunity-based intrusion detection systems using genetic and evolutionary hackers. Appl. Soft Comput. 7 (2) (2007)
Haluk Yapicioglu, Alice E. Smith, Gerry V. Dozier
Solving the semi-desirable facility location problem using bi-objective particle swarm. Eur. J. Oper. Res. 177 (2) (2007)
Winard Britt, Sundeep Gopalaswamy, John A. Hamilton Jr., Gerry V. Dozier, Kai H. Chang
Computer defense using artificial intelligence. SpringSim (3) (2007)
Caio Soares, George Page, Jonathan MacDonald, Sanjeev Baskiyar, John A. Hamilton Jr., Gerry V. Dozier
Bowl championship series vulnerability analysis. Richard Tapia Celebration of Diversity in Computing Conference (2007)
Gerry V. Dozier, Hurley Cunningham, Winard Britt, Yu Wang, Cheryl D. Seals, Funing Zhang
Distributed constraint satisfaction, restricted recombination, and genetic protocols. Appl. Soft Comput. 7 (3) (2007)
Aaron Garrett, Brian Carnahan, Rani Muhdi, Jerry Davis, Gerry V. Dozier, Michael P. SanSoucie, Patrick V. Hull, Michael L. Tinker
Evacuation Planning via Evolutionary Computation. IEEE Congress on Evolutionary Computation (2006)
Haiyu Hou, Gerry V. Dozier
An evaluation of negative selection algorithm with constraint-based detectors. ACM Southeast Regional Conference (2006)
Haiyu Hou, Gerry V. Dozier
An Anomaly Detection-Based Classification System. IEEE Congress on Evolutionary Computation (2006)
Rani Muhdi, Aaron Garrett, Ravikant Agarwal, Jerry Davis, Gerry V. Dozier, David A. Umphress
The Application of Evolutionary Computation in Evacuation Planning. ITSC (2006)
Winard Britt, Hurley Cunningham, Gerry V. Dozier
A Comparison of Evolutionary Protocols for Solving Distributed Constraint Satisfaction Problems. IEEE Congress on Evolutionary Computation (2006)
Haluk Yapicioglu, Gerry V. Dozier, Alice E. Smith
Neural Network Enhancement of Multiobjective Evolutionary Search. IEEE Congress on Evolutionary Computation (2006)
Kenan Casey, Alvin S. Lim, Gerry V. Dozier
Evolving General Regression Neural Networks for Tsunami Detection and Response. IEEE Congress on Evolutionary Computation (2006)
Evren Unsal, Jacob H. Dane, Peter Schwartz, Gerry V. Dozier
Modeling Displacement Properties of Immiscible Fluids in Porous Media. Simul. 82 (8) (2006)
Gerry V. Dozier, Winard Britt, Michael P. SanSoucie, Patrick V. Hull, Michael L. Tinker, Ron Unger, Steve Bancroft, Trevor Moeller, Dan Rooney
Evolving High-Performance Evolutionary Computations for Space Vehicle Design. IEEE Congress on Evolutionary Computation (2006)
Gerry V. Dozier, Brian Carnahan, Cheryl D. Seals, Lois-Ann Kuntz, Ser-Geon Fu
An interactive distributed evolutionary algorithm (IDEA) for design. SMC (2005)
Gerry V. Dozier, Varun Rupela, Ser-Geon Fu
Distributed Asymmetric Constraint Satisfaction, the Phase Transition, and Evolutionary Protocols. Intell. Autom. Soft Comput. 11 (4) (2005)
Haiyu Hou, Gerry V. Dozier
Immunity-based intrusion detection system design, vulnerability analysis, and GENERTIA's genetic arms race. SAC (2005)
Gerry V. Dozier
Recurrent distributed constraint satisfaction, virtual constraints, and meta-evolutionary protocols. Int. J. Knowl. Based Intell. Eng. Syst. 9 (1) (2005)
Haiyu Hou, Gerry V. Dozier
Comparing performance of binary-coded detectors and constraint-based detectors. IEEE Congress on Evolutionary Computation (2004)
Funing Zhang, Gerry V. Dozier
A comparison of distributed restricted recombination operators for genetic and evolutionary societies of hill-climbers: a DisACSP perspective. IEEE Congress on Evolutionary Computation (2004)
Orhan Dengiz, Gerry V. Dozier, Alice E. Smith
Non-deterministic decoding with memory to enhance precision in binary-coded genetic algorithms. IEEE Congress on Evolutionary Computation (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gerry V. Dozier