Erik Hemberg

According to our database1, Erik Hemberg authored at least 78 papers between 2007 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Exploring Adversarial Artificial Intelligence for Autonomous Adaptive Cyber Defense.
Proceedings of the Adaptive Autonomous Secure Cyber Systems., 2020

2019
On the Influence of Grades on Learning Behavior of Students in MOOCs.
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

Student Code Trajectories in an Introductory Programming MOOC.
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019

Using Detailed Access Trajectories for Learning Behavior Analysis.
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

Transfer Learning using Representation Learning in Massive Open Online Courses.
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

Investigating algorithms for finding nash equilibria in cyber security problems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Spatial evolutionary generative adversarial networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Introduction to genetic programming.
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

Improving Genetic Programming with Novel Exploration - Exploitation Control.
Proceedings of the Genetic Programming - 22nd European Conference, 2019

2018
Lipizzaner: A System That Scales Robust Generative Adversarial Network Training.
CoRR, 2018

Towards Distributed Coevolutionary GANs.
CoRR, 2018

On the Application of Danskin's Theorem to Derivative-Free Minimax Optimization.
CoRR, 2018

On Visual Hallmarks of Robustness to Adversarial Malware.
CoRR, 2018

Approximating Nash Equilibria for Black-Box Games: A Bayesian Optimization Approach.
CoRR, 2018

Exploring the Use of Autoencoders for Botnets Traffic Representation.
Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

Adversarial Deep Learning for Robust Detection of Binary Encoded Malware.
Proceedings of the 2018 IEEE Security and Privacy Workshops, 2018

Competitive coevolutionary algorithm decision support.
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

An Artificial Coevolutionary Framework for Adversarial AI.
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.
Proceedings of the Handbook of Grammatical Evolution, 2018

Theory of Disruption in GE.
Proceedings of the Handbook of Grammatical Evolution, 2018

Design, Architecture, and Engineering with Grammatical Evolution.
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

Towards Formalizing Statute Law as Default Logic through Automatic Semantic Parsing.
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.
Proceedings of the Genetic Programming Theory and Practice XV, 2017

Exploiting Subprograms in Genetic Programming.
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

PonyGE2: grammatical evolution in Python.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Collision frequency locality-sensitive hashing for prediction of critical events.
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.
Proceedings of the 2017 Workshop on Moving Target Defense, 2017

2016
Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution.
IEEE Trans. Evolutionary Computation, 2016

Detecting tax evasion: a co-evolutionary approach.
Artif. Intell. Law, 2016

Investigating Multi-Population Competitive Coevolution for Anticipation of Tax Evasion.
Proceedings of the Genetic Programming Theory and Practice XIV, 2016

Dynamics of Adversarial Co-evolution in Tax Non-Compliance Detection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Multi-Line Batch Scheduling by Similarity.
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
Optimising complex pylon structures with grammatical evolution.
Inf. Sci., 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

Computer Aided Tax Evasion Policy Analysis: Directed Search using Autonomous Agents.
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.
Genetic Programming and Evolvable Machines, 2013

A methodology for user directed search in evolutionary design.
Genetic Programming and Evolvable Machines, 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

Introducing graphical models to analyze genetic programming dynamics.
Proceedings of the Foundations of Genetic Algorithms XII, 2013

Understanding Expansion Order and Phenotypic Connectivity in πGE.
Proceedings of the Genetic Programming - 16th European Conference, 2013

2012
Analyzing Module Usage in Grammatical Evolution.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Differential Gene Expression with Tree-Adjunct Grammars.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Evolving Femtocell Algorithms with Dynamic and Stationary Training Scenarios.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Comparing methods for module identification in grammatical evolution.
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

Towards adaptive mutation in grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

A Local Search Interface for Interactive Evolutionary Architectural Design.
Proceedings of the Evolutionary and Biologically Inspired Music, Sound, Art and Design, 2012

Grammar Bias and Initialisation in Grammar Based Genetic Programming.
Proceedings of the Genetic Programming - 15th European Conference, 2012

2011
Tracer spectrum: a visualisation method for distributed evolutionary computation.
Genetic Programming and Evolvable Machines, 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

Interactive operators for evolutionary architectural design.
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
Genotype representations in grammatical evolution.
Appl. Soft Comput., 2010

2009
An exploration of learning and grammars in grammatical evolution.
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
Altering Search Rates of the Meta and Solution Grammars in the mGGA.
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

Grammatical bias and building blocks in meta-grammar Grammatical Evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
A Grammatical Genetic Programming Approach to Modularity in Genetic Algorithms.
Proceedings of the Genetic Programming, 10th European Conference, 2007


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