Anthony Stein

Orcid: 0000-0002-1808-9758

According to our database1, Anthony Stein authored at least 61 papers between 2014 and 2023.

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

Timeline

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Bibliography

2023
A Germinal Center Artificial Immune System for Black Box Test Selection.
SN Comput. Sci., 2023

Evolutionary Touch Filter Chain Calibration.
SN Comput. Sci., 2023

Special Issue on Lifelike Computing Systems.
Artif. Life, 2023

Deep Q-Network Updates for the Full Action-Space Utilizing Synthetic Experiences.
Proceedings of the International Joint Conference on Neural Networks, 2023

Towards crop yield prediction using Automated Machine Learning.
Proceedings of the 43. GIL-Jahrestagung, 2023


Federated Learning in Agriculture: Potential and Challenges.
Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

Evolving Processing Pipelines for Industrial Imaging with Cartesian Genetic Programming.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2023

2022
Mechanisms to Alleviate Over-Generalization in XCS for Continuous-Valued Input Spaces.
SN Comput. Sci., 2022

Correction: A Learning Classifier System for Automated Test Case Prioritization and Selection.
SN Comput. Sci., 2022

A Learning Classifier System for Automated Test Case Prioritization and Selection.
SN Comput. Sci., 2022

Tackling the rich vehicle routing problem with nature-inspired algorithms.
Appl. Intell., 2022

Interpolated Experience Replay for Continuous Environments.
Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

AI-supported data annotation in the context of UAV-based weed detection in sugar beet fields using Deep Neural Networks.
Proceedings of the 42. GIL-Jahrestagung, 2022

Semi-model-Based Reinforcement Learning in Organic Computing Systems.
Proceedings of the Architecture of Computing Systems - 35th International Conference, 2022

A Context Aware and Self-improving Monitoring System for Field Vegetables.
Proceedings of the Architecture of Computing Systems - 35th International Conference, 2022

2021
Self-improving system integration: Mastering continuous change.
Future Gener. Comput. Syst., 2021

A Case Study of Vehicle Route Optimization.
CoRR, 2021

Synthetic Experiences for Accelerating DQN Performance in Discrete Non-Deterministic Environments.
Algorithms, 2021

Lifelike Computing Systems.
Proceedings of the Joint Proceedings of the LIFELIKE 2020, 2021

A Germinal Centre Artificial Immune System for Software Test Suite Reduction.
Proceedings of the Joint Proceedings of the LIFELIKE 2020, 2021

A Genetic Algorithm for HMI Test Infrastructure Fine Tuning.
Proceedings of the 18th International Conference on Informatics in Control, 2021

An Evolutionary Calibration Approach for Touch Interface Filter Chains.
Proceedings of the 18th International Conference on Informatics in Control, 2021

Adopting lexicase selection for michigan-style learning classifier systems with continuous-valued inputs.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

On the Effects of Absumption for XCS with Continuous-Valued Inputs.
Proceedings of the Applications of Evolutionary Computation, 2021

An Artificial Immune System for Black Box Test Case Selection.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2021

Transfer Learning for Automated Test Case Prioritization Using XCSF.
Proceedings of the Applications of Evolutionary Computation, 2021

An Organic Computing System for Automated Testing.
Proceedings of the Architecture of Computing Systems - 34th International Conference, 2021

Reflective Learning Classifier Systems for Self-Adaptive and Self-Organising Agents.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2021

2020
XCSF with Experience Replay for Automatic Test Case Prioritization.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

An Artificial Immune System for Adaptive Test Selection.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Metaheuristics for the Minimum Set Cover Problem: A Comparison.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

XCSF for Automatic Test Case Prioritization.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

Bootstrapping a DQN Replay Memory with Synthetic Experiences.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

Learning classifier systems: from principles to modern systems.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

XCS classifier system with experience replay.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

XCS as a reinforcement learning approach to automatic test case prioritization.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Generic approaches for parallel rule matching in learning classifier systems.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

An overview of LCS research from IWLCS 2019 to 2020.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
Interpolation-Assisted Evolutionary Rule-Based Machine Learning - Strategies to Counter Knowledge Gaps in XCS-Based Self-Learning Adaptive Systems.
PhD thesis, 2019

Transfer Learning is a Crucial Capability of Intelligent Systems Self-Integrating at Runtime.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

CHARIOT - Towards a Continuous High-Level Adaptive Runtime Integration Testbed.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Reducing Search Space of Genetic Algorithms for Fast Black Box Attacks on Image Classifiers.
Proceedings of the KI 2019: Advances in Artificial Intelligence, 2019

Learning classifier systems: from principles to modern systems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

A survey of formal theoretical advances regarding XCS.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018
A Concept for Proactive Knowledge Construction in Self-Learning Autonomous Systems.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018

Self-Improving System Integration - Status and Challenges after Five Years of SISSY.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018

What about interpolation?: a radial basis function approach to classifier prediction modeling in XCSF.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
Interpolation in the eXtended Classifier System: An architectural perspective.
J. Syst. Archit., 2017

Self-learning Smart Cameras - Harnessing the Generalization Capability of XCS.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

An Evolutionary Learning Approach to Self-configuring Image Pipelines in the Context of Carbon Fiber Fault Detection.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Toward curious learning classifier systems: combining XCS with active learning concepts.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Local ensemble weighting in the context of time series forecasting using XCSF.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Evolutionary Online Machine Learning from Imbalanced Data.
Proceedings of the 2016 IEEE 1st International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2016

Ensemble Time Series Forecasting with XCSF.
Proceedings of the 10th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2016

Dealing with Unforeseen Situations in the Context of Self-Adaptive Urban Traffic Control: How to Bridge the Gap.
Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Distributed resource allocation as co-evolution problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Interpolation-based classifier generation in XCSF.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Augmenting the Algorithmic Structure of XCS by Means of Interpolation.
Proceedings of the Architecture of Computing Systems - ARCS 2016, 2016

2015
Task Execution in Distributed Smart Systems.
Proceedings of the Internet and Distributed Computing Systems, 2015

2014
HCI-Patterns for Developing Mobile Apps and Digital Video-Assist-Technology for the Film Set.
Proceedings of the Human-Computer Interaction. Theories, Methods, and Tools, 2014


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