Erik Hemberg
Orcid: 0000-0002-2153-3506
According to our database1,
Erik Hemberg
authored at least 128 papers
between 2007 and 2024.
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Bibliography
2024
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
Proceedings of the Genetic and Evolutionary Computation Conference, 2024
2023
Semi-supervised generative adversarial networks with spatial coevolution for enhanced image generation and classification.
Appl. Soft Comput., November, 2023
Knowl. Eng. Rev., 2023
LLMs Killed the Script Kiddie: How Agents Supported by Large Language Models Change the Landscape of Network Threat Testing.
CoRR, 2023
Investigating Student's Problem-solving Approaches in MOOCs using Natural Language Processing.
Proceedings of the LAK 2023: 13th International Learning Analytics and Knowledge Conference, 2023
Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Genetic and Evolutionary Computation Conference, 2023
Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023
2022
Proceedings of the Genetic Programming Theory and Practice XIX [GPTP 2022], 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
CyberEvo: evolutionary search of knowledge-based behaviors in a cyber attack campaign.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Coevolutionary generative adversarial networks for medical image augumentation at scale.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022
Using domain knowledge in coevolution and reinforcement learning to simulate a logistics enterprise.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Synthesizing Programs from Program Pieces Using Genetic Programming and Refinement Type Checking.
Proceedings of the Genetic Programming - 25th European Conference, 2022
Proceedings of the Genetic Programming - 25th European Conference, 2022
Entropy-Based Characterization of Influence Pathways in Traditional and Social Media.
Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022
2021
ACM Trans. Evol. Learn. Optim., 2021
Evaluating Efficacy of Indoor Non-Pharmaceutical Interventions against COVID-19 Outbreaks with a Coupled Spatial-SIR Agent-Based Simulation Framework.
CoRR, 2021
Using a Collated Cybersecurity Dataset for Machine Learning and Artificial Intelligence.
CoRR, 2021
CoRR, 2021
Proceedings - AI/ML for Cybersecurity: Challenges, Solutions, and Novel Ideas at SIAM Data Mining 2021.
CoRR, 2021
Automating Cyber Threat Hunting Using NLP, Automated Query Generation, and Genetic Perturbation.
CoRR, 2021
Proceedings of the L@S'21: Eighth ACM Conference on Learning @ Scale, 2021
Coevolutionary modeling of cyber attack patterns and mitigations using public datasets.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Simulating a logistics enterprise using an asymmetrical wargame simulation with soar reinforcement learning and coevolutionary algorithms.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
Proceedings of the Genetic Programming - 24th European Conference, 2021
2020
Proceedings of the Deep Neural Evolution - Deep Learning with Evolutionary Computation, 2020
Adversarial genetic programming for cyber security: a rising application domain where GP matters.
Genet. Program. Evolvable Mach., 2020
BRON - Linking Attack Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations.
CoRR, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020
Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020
Parallel/distributed implementation of cellular training for generative adversarial neural networks.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the Adaptive Autonomous Secure Cyber Systems., 2020
2019
The Influence of Grades on Learning Behavior in MOOCs: Certification vs, Continued Participation.
Proceedings of the 2019 IEEE Learning With MOOCS, 2019
How Student Background and Topic Impact the Doer Effect in Computational Thinking MOOCs.
Proceedings of the 2019 IEEE Learning With MOOCS, 2019
Categorizing Resources and Learners for a Finer-Grained Analysis of MOOC Viewing & Doing.
Proceedings of the 2019 IEEE Learning With MOOCS, 2019
Proceedings of the 2019 IEEE Learning With MOOCS, 2019
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019
Investigating Learning Design Categorization and Learning Behaviour in Computational MOOCS.
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019
Adversarially Adapting Deceptive Views and Reconnaissance Scans on a Software Defined Network.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
On the use of context sensitive grammars in grammatical evolution for legal non-compliance detection.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
On domain knowledge and novelty to improve program synthesis performance with grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic Programming - 22nd European Conference, 2019
2018
CoRR, 2018
CoRR, 2018
CoRR, 2018
Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018
Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Adversarial co-evolution of attack and defense in a segmented computer network environment.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the AAAI Symposium on Adversary-Aware Learning Techniques and Trends in Cybersecurity (ALEC 2018) co-located with the Association for the Advancement of Artificial Intelligence 2018 Fall Symposium Series (AAAI-FSS 2018), 2018
Proceedings of the Handbook of Grammatical Evolution, 2018
Proceedings of the Handbook of Grammatical Evolution, 2018
Proceedings of the Handbook of Grammatical Evolution, 2018
2017
Distributed Stratified Locality Sensitive Hashing for Critical Event Prediction in the Cloud.
CoRR, 2017
Machine learning or discrete choice models for car ownership demand estimation and prediction?
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017
Proceedings of the Second Workshop on Automated Semantic Analysis of Information in Legal Texts co-located with the 16th International Conference on Artificial Intelligence and Law (ICAIL 2017), 2017
Proceedings of the Genetic Programming Theory and Practice XV, 2017
Proceedings of the Genetic Programming Theory and Practice XV, 2017
Towards evolutionary machine learning comparison, competition, and collaboration with a multi-cloud platform.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
cCube: a cloud microservices architecture for evolutionary machine learning classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Developing proactive defenses for computer networks with coevolutionary genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Investigating coevolutionary archive based genetic algorithms on cyber defense networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 Workshop on Moving Target Defense, 2017
2016
Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution.
IEEE Trans. Evol. Comput., 2016
Investigating Multi-Population Competitive Coevolution for Anticipation of Tax Evasion.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Stratified locality-sensitive hashing for accelerated physiological time series retrieval.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Tax non-compliance detection using co-evolution of tax evasion risk and audit likelihood.
Proceedings of the 15th International Conference on Artificial Intelligence and Law, 2015
Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015
2013
A comparison of grammatical genetic programming grammars for controlling femtocell network coverage.
Genet. Program. Evolvable Mach., 2013
Genet. Program. Evolvable Mach., 2013
Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data.
Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013
Efficient training set use for blood pressure prediction in a large scale learning classifier system.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Imprecise selection and fitness approximation in a large-scale evolutionary rule based system for blood pressure prediction.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Foundations of Genetic Algorithms XII, 2013
Proceedings of the Genetic Programming - 16th European Conference, 2013
2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Graphical models and what they reveal about GP when it solves a symbolic regression problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
An investigation of local patterns for estimation of distribution genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Comparing the robustness of grammatical genetic programming solutions for femtocell algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012
Proceedings of the Genetic Programming - 15th European Conference, 2012
2011
Genet. Program. Evolvable Mach., 2011
A non-destructive grammar modification approach to modularity in grammatical evolution.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
A symbolic regression approach to manage femtocell coverage using grammatical genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design.
Proceedings of the Applications of Evolutionary Computation, 2011
Investigation of the Performance of Different Mapping Orders for GE on the Max Problem.
Proceedings of the Genetic Programming - 14th European Conference, 2011
2010
2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Analysis of constant creation techniques on the binomial-3 problem with grammatical evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Proceedings of the Genetic Programming, 11th European Conference, 2008
Subtree deactivation control with grammatical Genetic Programming in dynamic environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Proceedings of the Genetic Programming, 10th European Conference, 2007