Erik Hemberg - RankMe

149 papers A 21B 20C 2Journal 42Unranked 59

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ALFA-Chains: AI-Supported Discovery of Privilege Escalation and Remote Exploit Chains. CoRR Miguel Tulla, Andrea Vignali, Christian Colon, Giancarlo Sperlì, Simon Pietro Romano, Masataro Asai, Una-May O'Reilly, Erik Hemberg
2025	—	`conf`	Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics. GECCO Companion Erik Hemberg, Stephen Moskal, Una-May O'Reilly, Eric Liu, Lucille Fuller
2025	J	`jnl`	Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics. CoRR Erik Hemberg, Eric Liu, Lucille Fuller, Stephen Moskal, Una-May O'Reilly
2025	A	`conf`	Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators. GECCO Steven Jorgensen, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly
2025	J	`jnl`	Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators. CoRR Steven Jorgensen, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly
2025	—	`conf`	LLM-Supported Natural Language to Bash Translation. NAACL (Long Papers) Finnian Westenfelder, Erik Hemberg, Stephen Moskal, Una-May O'Reilly, Silviu Chiricescu
2025	J	`jnl`	LLM-Supported Natural Language to Bash Translation. CoRR Finnian Westenfelder, Erik Hemberg, Miguel Tulla, Stephen Moskal, Una-May O'Reilly, Silviu Chiricescu
2025	A	`conf`	Runtime Bounds for a Coevolutionary Algorithm on Classes of Potential Games. FOGA Mario Alejandro Hevia Fajardo, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly, Per Kristian Lehre
2024	A	`conf`	A Self-adaptive Coevolutionary Algorithm. GECCO Mario Alejandro Hevia Fajardo, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly, Per Kristian Lehre
2024	A	`conf`	Cooperative Coevolutionary Spatial Topologies for Autoencoder Training. GECCO Erik Hemberg, Una-May O'Reilly, Jamal Toutouh
2024	J	`jnl`	Enhancements to Threat, Vulnerability, and Mitigation Knowledge for Cyber Analytics, Hunting, and Simulations. DTRAP Erik Hemberg, Matthew J. Turner, Nick Rutar, Una-May O'Reilly
2024	J	`jnl`	Evolving Code with A Large Language Model. CoRR Erik Hemberg, Stephen Moskal, Una-May O'Reilly
2024	J	`jnl`	Evolving code with a large language model. Genet. Program. Evolvable Mach. Erik Hemberg, Stephen Moskal, Una-May O'Reilly
2024	A	`conf`	Large Language Model-based Test Case Generation for GP Agents. GECCO Steven Jorgensen, Giorgia Nadizar, Gloria Pietropolli, Luca Manzoni, Eric Medvet, Una-May O'Reilly, Erik Hemberg
2024	—	`conf`	Using Large Language Models for Evolutionary Search. GECCO Companion Una-May O'Reilly, Erik Hemberg
2023	J	`jnl`	Adversarial agent-learning for cybersecurity: a comparison of algorithms. Knowl. Eng. Rev. Alexander Shashkov, Erik Hemberg, Miguel Tulla, Una-May O'Reilly
2023	A	`conf`	Analysis of a Pairwise Dominance Coevolutionary Algorithm And DefendIt. GECCO Per Kristian Lehre, Mario Alejandro Hevia Fajardo, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2023	—	`conf`	Analysis of a Pairwise Dominance Coevolutionary Algorithm with Spatial Topology. GPTP Mario Alejandro Hevia Fajardo, Per Kristian Lehre, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2023	—	`conf`	Genetic Programming and Coevolution to Play the Bomberman™ Video Game. EvoApplications@EvoStar Robert Gold, Henrique Branquinho, Erik Hemberg, Una-May O'Reilly, Pablo García-Sánchez
2023	—	`conf`	Genetic Programming: A Tutorial Introduction. GECCO Companion Una-May O'Reilly, Erik Hemberg
2023	A	`conf`	Investigating Student's Problem-solving Approaches in MOOCs using Natural Language Processing. LAK ByeongJo Kong, Erik Hemberg, Ana Bell, Una-May O'Reilly
2023	J	`jnl`	LLMs Killed the Script Kiddie: How Agents Supported by Large Language Models Change the Landscape of Network Threat Testing. CoRR Stephen Moskal, Sam Laney, Erik Hemberg, Una-May O'Reilly
2023	A	`conf`	Semi-Supervised Learning with Coevolutionary Generative Adversarial Networks. GECCO Jamal Toutouh, Subhash Nalluru, Erik Hemberg, Una-May O'Reilly
2023	J	`jnl`	Semi-supervised generative adversarial networks with spatial coevolution for enhanced image generation and classification. Appl. Soft Comput. Jamal Toutouh, Subhash Nalluru, Erik Hemberg, Una-May O'Reilly
2023	J	`jnl`	The Facebook Algorithm's Active Role in Climate Advertisement Delivery. CoRR Aruna Sankaranarayanan, Erik Hemberg, Una-May O'Reilly
2022	A	`conf`	Analyzing multi-agent reinforcement learning and coevolution in cybersecurity. GECCO Matthew J. Turner, Erik Hemberg, Una-May O'Reilly
2022	A	`conf`	Coevolutionary generative adversarial networks for medical image augumentation at scale. GECCO Diana Flores, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly
2022	—	`conf`	CyberEvo: evolutionary search of knowledge-based behaviors in a cyber attack campaign. GECCO Companion Stephen Moskal, Erik Hemberg, Una-May O'Reilly
2022	—	`conf`	Entropy-Based Characterization of Influence Pathways in Traditional and Social Media. CIC Özlem Özmen Garibay, Niloofar Yousefi, Kevin Aslett, Jacopo A. Baggio, Erik Hemberg, Chathura Jayalath, Alexander V. Mantzaris, Bruce Miller, Una-May O'Reilly, William Rand, Chathurani Senevirathna, Ivan Garibay
2022	B	`conf`	Exploiting Knowledge from Code to Guide Program Search. EuroGP Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly
2022	—	`conf`	GUI-Based, Efficient Genetic Programming and AI Planning for Unity3D. GPTP Robert Gold, Andrew Haydn Grant, Erik Hemberg, Chathika Gunaratne, Una-May O'Reilly
2022	—	`conf`	GUI-based, efficient genetic programming for Unity3D. GECCO Companion Robert Gold, Andrew Haydn Grant, Erik Hemberg, Chathika Gunaratne, Una-May O'Reilly
2022	B	`conf`	Synthesizing Programs from Program Pieces Using Genetic Programming and Refinement Type Checking. EuroGP Sabrina Tseng, Erik Hemberg, Una-May O'Reilly
2022	—	`conf`	Using domain knowledge in coevolution and reinforcement learning to simulate a logistics enterprise. GECCO Companion Ying Zhao, Erik Hemberg, Nate Derbinsky, Gabino Mata, Una-May O'Reilly
2021	B	`conf`	Analyzing Student Reflection Sentiments and Problem-Solving Procedures in MOOCs. L@S Alexander Shashkov, Robert Gold, Erik Hemberg, ByeongJo Kong, Ana Bell, Una-May O'Reilly
2021	J	`jnl`	Automating Cyber Threat Hunting Using NLP, Automated Query Generation, and Genetic Perturbation. CoRR Prakruthi Karuna, Erik Hemberg, Una-May O'Reilly, Nick Rutar
2021	A	`conf`	Coevolutionary modeling of cyber attack patterns and mitigations using public datasets. GECCO Michal Shlapentokh-Rothman, Jonathan Kelly, Avital Baral, Erik Hemberg, Una-May O'Reilly
2021	J	`jnl`	Evaluating Efficacy of Indoor Non-Pharmaceutical Interventions against COVID-19 Outbreaks with a Coupled Spatial-SIR Agent-Based Simulation Framework. CoRR Chathika Gunaratne, Rene Reyes, Erik Hemberg, Una-May O'Reilly
2021	J	`jnl`	Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks. CoRR Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2021	—	`conf`	Genetic programming: a tutorial introduction. GECCO Companion Una-May O'Reilly, Erik Hemberg
2021	B	`conf`	Getting a Head Start on Program Synthesis with Genetic Programming. EuroGP Jordan Wick, Erik Hemberg, Una-May O'Reilly
2021	J	`jnl`	Proceedings - AI/ML for Cybersecurity: Challenges, Solutions, and Novel Ideas at SIAM Data Mining 2021. CoRR John Emanuello, Kimberly Ferguson-Walter, Erik Hemberg, Una-May O'Reilly, Ahmad Ridley, Dennis Ross, Diane Staheli, William W. Streilein
2021	—	`conf`	Simulating a logistics enterprise using an asymmetrical wargame simulation with soar reinforcement learning and coevolutionary algorithms. GECCO Companion Ying Zhao, Erik Hemberg, Nate Derbinsky, Gabino Mata, Una-May O'Reilly
2021	J	`jnl`	Spatial Coevolution for Generative Adversarial Network Training. ACM Trans. Evol. Learn. Optim. Erik Hemberg, Jamal Toutouh, Abdullah Al-Dujaili, Tom Schmiedlechner, Una-May O'Reilly
2021	J	`jnl`	Using a Collated Cybersecurity Dataset for Machine Learning and Artificial Intelligence. CoRR Erik Hemberg, Una-May O'Reilly
2021	—	`conf`	Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution. GECCO Companion Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf
2020	J	`jnl`	Adversarial Genetic Programming for Cyber Security: A Rising Application Domain Where GP Matters. CoRR Una-May O'Reilly, Jamal Toutouh, Marcos A. Pertierra, Daniel Prado Sanchez, Dennis Garcia, Anthony Erb Lugo, Jonathan Kelly, Erik Hemberg
2020	J	`jnl`	Adversarial genetic programming for cyber security: a rising application domain where GP matters. Genet. Program. Evolvable Mach. Una-May O'Reilly, Jamal Toutouh, Marcos A. Pertierra, Daniel Prado Sanchez, Dennis Garcia, Anthony Erb Lugo, Jonathan Kelly, Erik Hemberg
2020	B	`conf`	Analyzing K-12 Blended MOOC Learning Behaviors. L@S Robert Gold, Erik Hemberg, Una-May O'Reilly
2020	B	`conf`	Analyzing Pre-Existing Knowledge and Performance in a Programming MOOC. L@S Hannah Burd, Ana Bell, Erik Hemberg, Una-May O'Reilly
2020	—	`conf`	Analyzing the Components of Distributed Coevolutionary GAN Training. PPSN (1) Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2020	J	`jnl`	Analyzing the Components of Distributed Coevolutionary GAN Training. CoRR Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2020	J	`jnl`	BRON - Linking Attack Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations. CoRR Erik Hemberg, Jonathan Kelly, Michal Shlapentokh-Rothman, Bryn Marie Reinstadler, Katherine Xu, Nick Rutar, Una-May O'Reilly
2020	J	`jnl`	Data Dieting in GAN Training. CoRR Jamal Toutouh, Una-May O'Reilly, Erik Hemberg
2020	—	`ch.`	Data Dieting in GAN Training. Deep Neural Evolution Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2020	—	`ch.`	Exploring Adversarial Artificial Intelligence for Autonomous Adaptive Cyber Defense. Adaptive Autonomous Secure Cyber Systems Erik Hemberg, Linda Zhang, Una-May O'Reilly
2020	—	`conf`	Genetic programming: a tutorial introduction. GECCO Companion Una-May O'Reilly, Erik Hemberg
2020	—	`conf`	Parallel/distributed implementation of cellular training for generative adversarial neural networks. IPDPS Workshops Emiliano Pérez, Sergio Nesmachnow, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2020	J	`jnl`	Parallel/distributed implementation of cellular training for generative adversarial neural networks. CoRR Emiliano Pérez, Sergio Nesmachnow, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2020	J	`jnl`	Re-purposing Heterogeneous Generative Ensembles with Evolutionary Computation. CoRR Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2020	A	`conf`	Re-purposing heterogeneous generative ensembles with evolutionary computation. GECCO Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2020	—	`conf`	Securing the software defined perimeter with evolutionary co-optimization. GECCO Companion Michal Shlapentokh-Rothman, Erik Hemberg, Una-May O'Reilly
2020	B	`conf`	Understanding Learner Behavior Through Learning Design Informed Learning Analytics. L@S Hao Shen, Leming Liang, Nancy Law, Erik Hemberg, Una-May O'Reilly
2019	B	`conf`	Adversarially Adapting Deceptive Views and Reconnaissance Scans on a Software Defined Network. IM Jonathan Kelly, Michael DeLaus, Erik Hemberg, Una-May O'Reilly
2019	—	`conf`	Analyzing Student Code Trajectories in an Introductory Programming MOOC. LWMOOCS Ayesha Bajwa, Ana Bell, Erik Hemberg, Una-May O'Reilly
2019	—	`conf`	Categorizing Resources and Learners for a Finer-Grained Analysis of MOOC Viewing & Doing. LWMOOCS Erik Hemberg, Sagar Biswas, Ayesha Bajwa, Nancy Law, Una-May O'Reilly
2019	—	`conf`	How Student Background and Topic Impact the Doer Effect in Computational Thinking MOOCs. LWMOOCS Jitesh Maiyuran, Ayesha Bajwa, Ana Bell, Erik Hemberg, Una-May O'Reilly
2019	B	`conf`	Improving Genetic Programming with Novel Exploration - Exploitation Control. EuroGP Jonathan Kelly, Erik Hemberg, Una-May O'Reilly
2019	—	`conf`	Introduction to genetic programming. GECCO (Companion) Una-May O'Reilly, Erik Hemberg
2019	B	`conf`	Investigating Learning Design Categorization and Learning Behaviour in Computational MOOCS. L@S Sagar Biswas, Nancy Law, Erik Hemberg, Una-May O'Reilly
2019	—	`conf`	Investigating algorithms for finding nash equilibria in cyber security problems. GECCO (Companion) Linda Zhang, Erik Hemberg
2019	A	`conf`	On domain knowledge and novelty to improve program synthesis performance with grammatical evolution. GECCO Erik Hemberg, Jonathan Kelly, Una-May O'Reilly
2019	B	`conf`	On the Influence of Grades on Learning Behavior of Students in MOOCs. L@S Li Wang, Erik Hemberg, Una-May O'Reilly
2019	—	`conf`	On the use of context sensitive grammars in grammatical evolution for legal non-compliance detection. GECCO (Companion) Carl Im, Erik Hemberg
2019	J	`jnl`	Spatial Evolutionary Generative Adversarial Networks. CoRR Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2019	A	`conf`	Spatial evolutionary generative adversarial networks. GECCO Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
2019	B	`conf`	Student Code Trajectories in an Introductory Programming MOOC. L@S Ayesha Bajwa, Erik Hemberg, Ana Bell, Una-May O'Reilly
2019	—	`conf`	The Influence of Grades on Learning Behavior in MOOCs: Certification vs, Continued Participation. LWMOOCS Li Wang, Erik Hemberg, Una-May O'Reilly
2019	A	`conf`	Transfer Learning using Representation Learning in Massive Open Online Courses. LAK Mucong Ding, Yanbang Wang, Erik Hemberg, Una-May O'Reilly
2019	A	`conf`	Using Detailed Access Trajectories for Learning Behavior Analysis. LAK Yanbang Wang, Nancy Law, Erik Hemberg, Una-May O'Reilly
2018	—	`conf`	Adversarial Deep Learning for Robust Detection of Binary Encoded Malware. IEEE Symposium on Security and Privacy Workshops Abdullah Al-Dujaili, Alex Huang, Erik Hemberg, Una-May O'Reilly
2018	J	`jnl`	Adversarial Deep Learning for Robust Detection of Binary Encoded Malware. CoRR Alex Huang, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
2018	—	`conf`	Adversarial co-evolution of attack and defense in a segmented computer network environment. GECCO (Companion) Erik Hemberg, Joseph R. Zipkin, Richard William Skowyra, Neal Wagner, Una-May O'Reilly
2018	—	`conf`	An Artificial Coevolutionary Framework for Adversarial AI. AAAI Fall Symposium: ALEC Una-May O'Reilly, Erik Hemberg
2018	J	`jnl`	Approximating Nash Equilibria for Black-Box Games: A Bayesian Optimization Approach. CoRR Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
2018	—	`conf`	Competitive coevolutionary algorithm decision support. GECCO (Companion) Daniel Prado Sanchez, Marcos A. Pertierra, Erik Hemberg, Una-May O'Reilly
2018	—	`ch.`	Design, Architecture, and Engineering with Grammatical Evolution. Handbook of Grammatical Evolution Michael Fenton, Jonathan Byrne, Erik Hemberg
2018	—	`conf`	Exploring the Use of Autoencoders for Botnets Traffic Representation. IEEE Symposium on Security and Privacy Workshops Ruggiero Dargenio, Shashank Srikant, Erik Hemberg, Una-May O'Reilly
2018	—	`ch.`	Grammatical Evolution with Coevolutionary Algorithms in Cyber Security. Handbook of Grammatical Evolution Erik Hemberg, Anthony Erb Lugo, Dennis Garcia, Una-May O'Reilly
2018	J	`jnl`	Lipizzaner: A System That Scales Robust Generative Adversarial Network Training. CoRR Tom Schmiedlechner, Ignavier Ng Zhi Yong, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
2018	J	`jnl`	On Visual Hallmarks of Robustness to Adversarial Malware. CoRR Alex Huang, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
2018	J	`jnl`	On the Application of Danskin's Theorem to Derivative-Free Minimax Optimization. CoRR Abdullah Al-Dujaili, Shashank Srikant, Erik Hemberg, Una-May O'Reilly
2018	—	`ch.`	Theory of Disruption in GE. Handbook of Grammatical Evolution Erik Hemberg
2018	J	`jnl`	Towards Distributed Coevolutionary GANs. CoRR Tom Schmiedlechner, Abdullah Al-Dujaili, Erik Hemberg, Una-May O'Reilly
2018	J	`jnl`	Transfer Learning using Representation Learning in Massive Open Online Courses. CoRR Mucong Ding, Yanbang Wang, Erik Hemberg, Una-May O'Reilly
2018	J	`jnl`	Using Detailed Access Trajectories for Learning Behavior Analysis. CoRR Yanbang Wang, Nancy Law, Erik Hemberg, Una-May O'Reilly
2017	—	`conf`	Collision frequency locality-sensitive hashing for prediction of critical events. EMBC Yongwook Bryce Kim, Erik Hemberg, Una-May O'Reilly
2017	—	`conf`	Developing proactive defenses for computer networks with coevolutionary genetic algorithms. GECCO (Companion) Anthony Erb Lugo, Dennis Garcia, Erik Hemberg, Una-May O'Reilly
2017	J	`jnl`	Distributed Stratified Locality Sensitive Hashing for Critical Event Prediction in the Cloud. CoRR Alessandro De Palma, Erik Hemberg, Una-May O'Reilly
2017	—	`conf`	Exploiting Subprograms in Genetic Programming. GPTP Steven B. Fine, Erik Hemberg, Krzysztof Krawiec, Una-May O'Reilly
2017	—	`conf`	If You Can't Measure It, You Can't Improve It: Moving Target Defense Metrics. MTD@CCS Stjepan Picek, Erik Hemberg, Una-May O'Reilly
2017	—	`conf`	Investigating coevolutionary archive based genetic algorithms on cyber defense networks. GECCO (Companion) Dennis Garcia, Anthony Erb Lugo, Erik Hemberg, Una-May O'Reilly
2017	—	`conf`	Machine learning or discrete choice models for car ownership demand estimation and prediction? MT-ITS Miguel Paredes, Erik Hemberg, Una-May O'Reilly, Chris Zegras
2017	—	`conf`	One-Class Classification of Low Volume DoS Attacks with Genetic Programming. GPTP Stjepan Picek, Erik Hemberg, Domagoj Jakobovic, Una-May O'Reilly
2017	J	`jnl`	PonyGE2: Grammatical Evolution in Python. CoRR Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Michael O'Neill, Erik Hemberg
2017	—	`conf`	PonyGE2: grammatical evolution in Python. GECCO (Companion) Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Erik Hemberg, Michael O'Neill
2017	—	`conf`	Towards Formalizing Statute Law as Default Logic through Automatic Semantic Parsing. ASAIL@ICAIL Marcos A. Pertierra, Sarah Lawsky, Erik Hemberg, Una-May O'Reilly
2017	—	`conf`	Towards evolutionary machine learning comparison, competition, and collaboration with a multi-cloud platform. GECCO (Companion) Pasquale Salza, Erik Hemberg, Filomena Ferrucci, Una-May O'Reilly
2017	—	`conf`	cCube: a cloud microservices architecture for evolutionary machine learning classification. GECCO (Companion) Pasquale Salza, Erik Hemberg, Filomena Ferrucci, Una-May O'Reilly
2016	J	`jnl`	Detecting tax evasion: a co-evolutionary approach. Artif. Intell. Law Erik Hemberg, Jacob B. Rosen, Geoff Warner, Sanith Wijesinghe, Una-May O'Reilly
2016	J	`jnl`	Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution. IEEE Trans. Evol. Comput. Michael Fenton, Ciaran McNally, Jonathan Byrne, Erik Hemberg, James McDermott, Michael O'Neill
2016	—	`conf`	Dynamics of Adversarial Co-evolution in Tax Non-Compliance Detection. GECCO (Companion) Jacob B. Rosen, Erik Hemberg, Una-May O'Reilly
2016	—	`conf`	Investigating Multi-Population Competitive Coevolution for Anticipation of Tax Evasion. GPTP Erik Hemberg, Jacob B. Rosen, Una-May O'Reilly
2016	—	`conf`	Multi-Line Batch Scheduling by Similarity. GECCO (Companion) Ignacio Arnaldo, Erik Hemberg, Una-May O'Reilly
2016	—	`conf`	Stratified locality-sensitive hashing for accelerated physiological time series retrieval. EMBC Yongwook Bryce Kim, Erik Hemberg, Una-May O'Reilly
2015	A	`conf`	Computer Aided Tax Evasion Policy Analysis: Directed Search using Autonomous Agents. AAMAS Jacob B. Rosen, Erik Hemberg, Geoff Warner, Sanith Wijesinghe, Una-May O'Reilly
2015	J	`jnl`	Optimising complex pylon structures with grammatical evolution. Inf. Sci. Jonathan Byrne, Michael Fenton, Erik Hemberg, James McDermott, Michael O'Neill
2015	C	`conf`	Tax non-compliance detection using co-evolution of tax evasion risk and audit likelihood. ICAIL Erik Hemberg, Jacob B. Rosen, Geoff Warner, Sanith Wijesinghe, Una-May O'Reilly
2013	J	`jnl`	A comparison of grammatical genetic programming grammars for controlling femtocell network coverage. Genet. Program. Evolvable Mach. Erik Hemberg, Lester T. W. Ho, Michael O'Neill, Holger Claussen
2013	J	`jnl`	A methodology for user directed search in evolutionary design. Genet. Program. Evolvable Mach. Jonathan Byrne, Erik Hemberg, Michael O'Neill, Anthony Brabazon
2013	—	`conf`	Efficient training set use for blood pressure prediction in a large scale learning classifier system. GECCO (Companion) Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly
2013	—	`conf`	Imprecise selection and fitness approximation in a large-scale evolutionary rule based system for blood pressure prediction. GECCO (Companion) Erik Hemberg, Kalyan Veeramachaneni, Franck Dernoncourt, Mark Wagy, Una-May O'Reilly
2013	A	`conf`	Introducing graphical models to analyze genetic programming dynamics. FOGA Erik Hemberg, Constantin Berzan, Kalyan Veeramachaneni, Una-May O'Reilly
2013	—	`conf`	Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data. GPTP Babak Hodjat, Erik Hemberg, Hormoz Shahrzad, Una-May O'Reilly
2013	B	`conf`	Understanding Expansion Order and Phenotypic Connectivity in πGE. EuroGP David Fagan, Erik Hemberg, Michael O'Neill, Seán McGarraghy
2012	C	`conf`	A Local Search Interface for Interactive Evolutionary Architectural Design. EvoMUSART Jonathan Byrne, Erik Hemberg, Anthony Brabazon, Michael O'Neill
2012	A	`conf`	An investigation of local patterns for estimation of distribution genetic programming. GECCO Erik Hemberg, Kalyan Veeramachaneni, James McDermott, Constantin Berzan, Una-May O'Reilly
2012	—	`conf`	Analyzing Module Usage in Grammatical Evolution. PPSN (1) John Mark Swafford, Erik Hemberg, Michael O'Neill, Anthony Brabazon
2012	A	`conf`	Comparing methods for module identification in grammatical evolution. GECCO John Mark Swafford, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon
2012	—	`conf`	Comparing the robustness of grammatical genetic programming solutions for femtocell algorithms. GECCO (Companion) Erik Hemberg, Lester T. W. Ho, Michael O'Neill, Holger Claussen
2012	—	`conf`	Differential Gene Expression with Tree-Adjunct Grammars. PPSN (1) Eoin Murphy, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon
2012	—	`conf`	Evolving Femtocell Algorithms with Dynamic and Stationary Training Scenarios. PPSN (2) Erik Hemberg, Lester T. W. Ho, Michael O'Neill, Holger Claussen
2012	B	`conf`	Grammar Bias and Initialisation in Grammar Based Genetic Programming. EuroGP Eoin Murphy, Erik Hemberg, Miguel Nicolau, Michael O'Neill, Anthony Brabazon
2012	—	`conf`	Graphical models and what they reveal about GP when it solves a symbolic regression problem. GECCO (Companion) Erik Hemberg, Kalyan Veeramachaneni, Una-May O'Reilly
2012	—	`conf`	Towards adaptive mutation in grammatical evolution. GECCO (Companion) David Fagan, Erik Hemberg, Miguel Nicolau, Michael O'Neill, Seán McGarraghy
2011	A	`conf`	A non-destructive grammar modification approach to modularity in grammatical evolution. GECCO John Mark Swafford, Erik Hemberg, Michael O'Neill, Miguel Nicolau, Anthony Brabazon
2011	—	`conf`	A symbolic regression approach to manage femtocell coverage using grammatical genetic programming. GECCO (Companion) Erik Hemberg, Lester T. W. Ho, Michael O'Neill, Holger Claussen
2011	—	`conf`	Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design. EvoApplications (2) Jonathan Byrne, Michael Fenton, Erik Hemberg, James McDermott, Michael O'Neill, Elizabeth Shotton, Ciaran McNally
2011	—	`conf`	Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments. GECCO (Companion) David Fagan, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon
2011	—	`conf`	Interactive operators for evolutionary architectural design. GECCO (Companion) Jonathan Byrne, Erik Hemberg, Michael O'Neill
2011	B	`conf`	Investigation of the Performance of Different Mapping Orders for GE on the Max Problem. EuroGP David Fagan, Miguel Nicolau, Erik Hemberg, Michael O'Neill, Anthony Brabazon, Seán McGarraghy
2011	J	`jnl`	Tracer spectrum: a visualisation method for distributed evolutionary computation. Genet. Program. Evolvable Mach. Michael O'Neill, Anthony Brabazon, Erik Hemberg
2010	J	`jnl`	Genotype representations in grammatical evolution. Appl. Soft Comput. Jonatan Hugosson, Erik Hemberg, Anthony Brabazon, Michael O'Neill
2009	—	`conf`	An exploration of learning and grammars in grammatical evolution. GECCO (Companion) Erik Hemberg
2009	B	`conf`	Analysis of constant creation techniques on the binomial-3 problem with grammatical evolution. IEEE Congress on Evolutionary Computation Jonathan Byrne, Michael O'Neill, Erik Hemberg, Anthony Brabazon
2008	B	`conf`	Altering Search Rates of the Meta and Solution Grammars in the mGGA. EuroGP Erik Hemberg, Michael O'Neill, Anthony Brabazon
2008	B	`conf`	Grammatical bias and building blocks in meta-grammar Grammatical Evolution. IEEE Congress on Evolutionary Computation Erik Hemberg, Michael O'Neill, Anthony Brabazon
2008	B	`conf`	Subtree deactivation control with grammatical Genetic Programming in dynamic environments. IEEE Congress on Evolutionary Computation Michael O'Neill, Anthony Brabazon, Erik Hemberg
2007	B	`conf`	A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms. EuroGP Erik Hemberg, Conor Gilligan, Michael O'Neill, Anthony Brabazon