Erik Hemberg

CoRR, 2021

Using a Collated Cybersecurity Dataset for Machine Learning and Artificial Intelligence.

[BibT_eX]

[DOI]

CoRR, 2021

Fostering Diversity in Spatial Evolutionary Generative Adversarial Networks.

[BibT_eX]

[DOI]

Michal Shlapentokh-Rothman

CoRR, 2021

Proceedings - AI/ML for Cybersecurity: Challenges, Solutions, and Novel Ideas at SIAM Data Mining 2021.

[BibT_eX]

[DOI]

John Emanuello

Kimberly Ferguson-Walter

CoRR, 2021

Automating Cyber Threat Hunting Using NLP, Automated Query Generation, and Genetic Perturbation.

[BibT_eX]

[DOI]

CoRR, 2021

Analyzing Student Reflection Sentiments and Problem-Solving Procedures in MOOCs.

[BibT_eX]

[DOI]

Proceedings of the L@S'21: Eighth ACM Conference on Learning @ Scale, 2021

Coevolutionary modeling of cyber attack patterns and mitigations using public datasets.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Getting a Head Start on Program Synthesis with Genetic Programming.

[BibT_eX]

[DOI]

Jordan Wick

Proceedings of the Genetic Programming - 24th European Conference, 2021

2020

Data Dieting in GAN Training.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2020

BRON - Linking Attack Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations.

[BibT_eX]

[DOI]

Michal Shlapentokh-Rothman

Jonathan Kelly

Bryn Marie Reinstadler

Katherine Xu

Nick Rutar

CoRR, 2020

Data Dieting in GAN Training.

[BibT_eX]

[DOI]

CoRR, 2020

Analyzing the Components of Distributed Coevolutionary GAN Training.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Understanding Learner Behavior Through Learning Design Informed Learning Analytics.

[BibT_eX]

[DOI]

Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

Analyzing K-12 Blended MOOC Learning Behaviors.

[BibT_eX]

[DOI]

Robert Gold

Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

Analyzing Pre-Existing Knowledge and Performance in a Programming MOOC.

[BibT_eX]

[DOI]

Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

Parallel/distributed implementation of cellular training for generative adversarial neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Re-purposing heterogeneous generative ensembles with evolutionary computation.

[BibT_eX]

[DOI]

Michal Shlapentokh-Rothman

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Securing the software defined perimeter with evolutionary co-optimization.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Genetic programming: a tutorial introduction.

[BibT_eX]

[DOI]

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Exploring Adversarial Artificial Intelligence for Autonomous Adaptive Cyber Defense.

[BibT_eX]

[DOI]

Linda Zhang

Proceedings of the Adaptive Autonomous Secure Cyber Systems., 2020

2019

The Influence of Grades on Learning Behavior in MOOCs: Certification vs, Continued Participation.

[BibT_eX]

[DOI]

Li Wang

Proceedings of the 2019 IEEE Learning With MOOCS, 2019

How Student Background and Topic Impact the Doer Effect in Computational Thinking MOOCs.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Learning With MOOCS, 2019

Categorizing Resources and Learners for a Finer-Grained Analysis of MOOC Viewing & Doing.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Learning With MOOCS, 2019

Analyzing Student Code Trajectories in an Introductory Programming MOOC.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Learning With MOOCS, 2019

On the Influence of Grades on Learning Behavior of Students in MOOCs.

[BibT_eX]

[DOI]

Li Wang

Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019

Investigating Learning Design Categorization and Learning Behaviour in Computational MOOCS.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019

Student Code Trajectories in an Introductory Programming MOOC.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019

Using Detailed Access Trajectories for Learning Behavior Analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Transfer Learning using Representation Learning in Massive Open Online Courses.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Adversarially Adapting Deceptive Views and Reconnaissance Scans on a Software Defined Network.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Investigating algorithms for finding nash equilibria in cyber security problems.

[BibT_eX]

[DOI]

Linda Zhang

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Spatial evolutionary generative adversarial networks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Introduction to genetic programming.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Carl Im

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

On domain knowledge and novelty to improve program synthesis performance with grammatical evolution.

[BibT_eX]

[DOI]

Jonathan Kelly

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Improving Genetic Programming with Novel Exploration - Exploitation Control.

[BibT_eX]

[DOI]

Jonathan Kelly

Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018

Lipizzaner: A System That Scales Robust Generative Adversarial Network Training.

[BibT_eX]

[DOI]

CoRR, 2018

Towards Distributed Coevolutionary GANs.

[BibT_eX]

[DOI]

CoRR, 2018

On the Application of Danskin's Theorem to Derivative-Free Minimax Optimization.

[BibT_eX]

[DOI]

CoRR, 2018

On Visual Hallmarks of Robustness to Adversarial Malware.

[BibT_eX]

[DOI]

CoRR, 2018

Approximating Nash Equilibria for Black-Box Games: A Bayesian Optimization Approach.

[BibT_eX]

[DOI]

Abdullah Al-Dujaili

CoRR, 2018

Exploring the Use of Autoencoders for Botnets Traffic Representation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

Adversarial Deep Learning for Robust Detection of Binary Encoded Malware.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

Competitive coevolutionary algorithm decision support.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Adversarial co-evolution of attack and defense in a segmented computer network environment.

[BibT_eX]

[DOI]

Joseph R. Zipkin

Richard William Skowyra

Neal Wagner

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

An Artificial Coevolutionary Framework for Adversarial AI.

[BibT_eX]

[DOI]

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

Grammatical Evolution with Coevolutionary Algorithms in Cyber Security.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Grammatical Evolution, 2018

Theory of Disruption in GE.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Grammatical Evolution, 2018

Design, Architecture, and Engineering with Grammatical Evolution.

[BibT_eX]

[DOI]

Michael Fenton

Jonathan Byrne

Proceedings of the Handbook of Grammatical Evolution, 2018

2017

Distributed Stratified Locality Sensitive Hashing for Critical Event Prediction in the Cloud.

[BibT_eX]

[DOI]

Alessandro De Palma

CoRR, 2017

Machine learning or discrete choice models for car ownership demand estimation and prediction?

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

Towards Formalizing Statute Law as Default Logic through Automatic Semantic Parsing.

[BibT_eX]

[DOI]

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

One-Class Classification of Low Volume DoS Attacks with Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XV, 2017

Exploiting Subprograms in Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming Theory and Practice XV, 2017

Towards evolutionary machine learning comparison, competition, and collaboration with a multi-cloud platform.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

cCube: a cloud microservices architecture for evolutionary machine learning classification.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Developing proactive defenses for computer networks with coevolutionary genetic algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Investigating coevolutionary archive based genetic algorithms on cyber defense networks.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

PonyGE2: grammatical evolution in Python.

[BibT_eX]

[DOI]

Michael Fenton

James McDermott

David Fagan

Stefan Forstenlechner

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Collision frequency locality-sensitive hashing for prediction of critical events.

[BibT_eX]

[DOI]

Yongwook Bryce Kim

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

If You Can't Measure It, You Can't Improve It: Moving Target Defense Metrics.

[BibT_eX]

[DOI]

Stjepan Picek

Proceedings of the 2017 Workshop on Moving Target Defense, 2017

2016

Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2016

Detecting tax evasion: a co-evolutionary approach.

[BibT_eX]

[DOI]

Artif. Intell. Law, 2016

Investigating Multi-Population Competitive Coevolution for Anticipation of Tax Evasion.

[BibT_eX]

[DOI]

Jacob B. Rosen

Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Dynamics of Adversarial Co-evolution in Tax Non-Compliance Detection.

[BibT_eX]

[DOI]

Jacob B. Rosen

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Multi-Line Batch Scheduling by Similarity.

[BibT_eX]

[DOI]

Ignacio Arnaldo

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Stratified locality-sensitive hashing for accelerated physiological time series retrieval.

[BibT_eX]

[DOI]

Yongwook Bryce Kim

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Optimising complex pylon structures with grammatical evolution.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Tax non-compliance detection using co-evolution of tax evasion risk and audit likelihood.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Artificial Intelligence and Law, 2015

Computer Aided Tax Evasion Policy Analysis: Directed Search using Autonomous Agents.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2013

A methodology for user directed search in evolutionary design.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2013

Maintenance of a Long Running Distributed Genetic Programming System for Solving Problems Requiring Big Data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Franck Dernoncourt

Mark Wagy

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.

[BibT_eX]

[DOI]

Franck Dernoncourt

Mark Wagy

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Introducing graphical models to analyze genetic programming dynamics.

[BibT_eX]

[DOI]

Constantin Berzan

Proceedings of the Foundations of Genetic Algorithms XII, 2013

Understanding Expansion Order and Phenotypic Connectivity in πGE.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 16th European Conference, 2013

2012

Analyzing Module Usage in Grammatical Evolution.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Differential Gene Expression with Tree-Adjunct Grammars.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Evolving Femtocell Algorithms with Dynamic and Stationary Training Scenarios.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Comparing methods for module identification in grammatical evolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Graphical models and what they reveal about GP when it solves a symbolic regression problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

An investigation of local patterns for estimation of distribution genetic programming.

[BibT_eX]

[DOI]

James McDermott

Constantin Berzan

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Comparing the robustness of grammatical genetic programming solutions for femtocell algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Towards adaptive mutation in grammatical evolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

A Local Search Interface for Interactive Evolutionary Architectural Design.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Grammar Bias and Initialisation in Grammar Based Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 15th European Conference, 2012

2011

Tracer spectrum: a visualisation method for distributed evolutionary computation.

[BibT_eX]

[DOI]

Genet. Program. Evolvable Mach., 2011

A non-destructive grammar modification approach to modularity in grammatical evolution.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A symbolic regression approach to manage femtocell coverage using grammatical genetic programming.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Dynamic ant: introducing a new benchmark for genetic programming in dynamic environments.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Interactive operators for evolutionary architectural design.

[BibT_eX]

[DOI]

Jonathan Byrne

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Combining Structural Analysis and Multi-Objective Criteria for Evolutionary Architectural Design.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2011

Investigation of the Performance of Different Mapping Orders for GE on the Max Problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming - 14th European Conference, 2011

2010

Genotype representations in grammatical evolution.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2010

2009

An exploration of learning and grammars in grammatical evolution.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Analysis of constant creation techniques on the binomial-3 problem with grammatical evolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Altering Search Rates of the Meta and Solution Grammars in the mGGA.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 11th European Conference, 2008

Subtree deactivation control with grammatical Genetic Programming in dynamic environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Grammatical bias and building blocks in meta-grammar Grammatical Evolution.

[BibT_eX]

[DOI]