Anthony Stein

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 63

Top Topics

Reinforcement Learning

Test Case Selection

Artificial Immune System

Top Venues

GECCO Companion

SN Comput. Sci.

Publications

Sourav Modak, Anthony Stein
Synthesizing Training Data for Intelligent Weed Control Systems Using Generative AI. ARCS (2024)
Sourav Modak, Jonathan Heil, Anthony Stein
Pansharpening Low-Altitude Multispectral Images of Potato Plants Using a Generative Adversarial Network. Remote. Sens. 16 (5) (2024)
Daniel Gerber, Lukas Rosenbauer, Pia Lindner, Johannes Maier, Anthony Stein, Jörg Hähner
Evolutionary Touch Filter Chain Calibration. SN Comput. Sci. 4 (1) (2023)
Andreas Margraf, Henning Cui, Anthony Stein, Jörg Hähner
Evolving Processing Pipelines for Industrial Imaging with Cartesian Genetic Programming. ACSOS (2023)
Jonathan Heil, Juan Manuel Valencia, Anthony Stein
Towards crop yield prediction using Automated Machine Learning. GIL Jahrestagung (2023)
Anthony Stein, Sven Tomforde, Jean Botev, Peter R. Lewis
Special Issue on Lifelike Computing Systems. Artif. Life 29 (4) (2023)
Wenzel Pilar von Pilchau, David Pätzel, Anthony Stein, Jörg Hähner
Deep Q-Network Updates for the Full Action-Space Utilizing Synthetic Experiences. IJCNN (2023)
Lukas Rosenbauer, Anthony Stein, Jörg Hähner
A Germinal Center Artificial Immune System for Black Box Test Selection. SN Comput. Sci. 4 (1) (2023)
Mortesa Hussaini, Anthony Stein
Federated Learning in Agriculture: Potential and Challenges. GI-Jahrestagung (2023)
Sebastian Bosse, Karsten Berns, Johannes Bosch, Jörg Dörr, Frederick Charles Eichhorn, Peter Eisert, Christoph Fischer, Eike Gassen, Michael Gerstenberger, Heike Gerighausen, Jonathan Heil, Anna Hilsmann, Jochen Hirth, Christopher Huber, Mortesa Hussaini, Martin Kasparick, Peter Kloke, Hartmut Krause-Edler, Lukas Mackle, Jannes Magnusson, Felix Möhrle, Markus Möller, Peter Pickel, Clemens Rautenberg, Hans Dieter Schotten, Slawomir Stanczak, Lars Thiele, Henrik Ücdemir, Annett Wania, Anthony Stein
Nachhaltige Landwirtschaft mittels Künstlicher Intelligenz - ein plattformbasierter Ansatz für Forschung und Industrie. GIL Jahrestagung (2023)
Nils Lüling, Jonas Boysen, Henning Kuper, Anthony Stein
A Context Aware and Self-improving Monitoring System for Field Vegetables. ARCS (2022)
Alexander R. M. Wagner, Anthony Stein
Mechanisms to Alleviate Over-Generalization in XCS for Continuous-Valued Input Spaces. SN Comput. Sci. 3 (2) (2022)
Wenzel Pilar von Pilchau, Anthony Stein, Jörg Hähner
Interpolated Experience Replay for Continuous Environments. IJCCI (2022)
Lukas Rosenbauer, David Pätzel, Anthony Stein, Jörg Hähner
Correction: A Learning Classifier System for Automated Test Case Prioritization and Selection. SN Comput. Sci. 3 (6) (2022)
Lukas Rosenbauer, David Pätzel, Anthony Stein, Jörg Hähner
A Learning Classifier System for Automated Test Case Prioritization and Selection. SN Comput. Sci. 3 (5) (2022)
Wenzel Pilar von Pilchau, Anthony Stein, Jörg Hähner
Semi-model-Based Reinforcement Learning in Organic Computing Systems. ARCS (2022)
Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein, Christian Krupitzer
Tackling the rich vehicle routing problem with nature-inspired algorithms. Appl. Intell. 52 (8) (2022)
Jonas Jonas Boysen, Anthony Stein
AI-supported data annotation in the context of UAV-based weed detection in sugar beet fields using Deep Neural Networks. GIL Jahrestagung (2022)
Lukas Rosenbauer, Johannes Maier, Daniel Gerber, Anthony Stein, Jörg Hähner
An Evolutionary Calibration Approach for Touch Interface Filter Chains. ICINCO (2021)
Anthony Stein, Sven Tomforde, Jean Botev, Peter R. Lewis
Lifelike Computing Systems. LIFELIKE (2021)
Wenzel Pilar von Pilchau, Anthony Stein, Jörg Hähner
Synthetic Experiences for Accelerating DQN Performance in Discrete Non-Deterministic Environments. Algorithms 14 (8) (2021)
Alexander R. M. Wagner, Anthony Stein
On the Effects of Absumption for XCS with Continuous-Valued Inputs. EvoApplications (2021)
Lukas Rosenbauer, Anthony Stein, Jörg Hähner
An Artificial Immune System for Black Box Test Case Selection. EvoCOP (2021)
Lukas Rosenbauer, Anthony Stein, Jörg Hähner
A Germinal Centre Artificial Immune System for Software Test Suite Reduction. LIFELIKE (2021)
Kirstie L. Bellman, Jean Botev, Ada Diaconescu, Lukas Esterle, Christian Gruhl, Christopher Landauer, Peter R. Lewis, Phyllis R. Nelson, Evangelos Pournaras, Anthony Stein, Sven Tomforde
Self-improving system integration: Mastering continuous change. Future Gener. Comput. Syst. 117 (2021)
Veronika Lesch, Maximilian König, Samuel Kounev, Anthony Stein, Christian Krupitzer
A Case Study of Vehicle Route Optimization. CoRR (2021)
Lukas Rosenbauer, David Pätzel, Anthony Stein, Jörg Hähner
Transfer Learning for Automated Test Case Prioritization Using XCSF. EvoApplications (2021)
Anthony Stein, Masaya Nakata
Learning classifier systems: from principles to modern systems. GECCO Companion (2021)
Lukas Rosenbauer, David Pätzel, Anthony Stein, Jörg Hähner
An Organic Computing System for Automated Testing. ARCS (2021)
Anthony Stein, Sven Tomforde
Reflective Learning Classifier Systems for Self-Adaptive and Self-Organising Agents. ACSOS-C (2021)
Lukas Rosenbauer, Anthony Stein, Jörg Hähner
A Genetic Algorithm for HMI Test Infrastructure Fine Tuning. ICINCO (2021)
Alexander R. M. Wagner, Anthony Stein
Adopting lexicase selection for michigan-style learning classifier systems with continuous-valued inputs. GECCO Companion (2021)
Lukas Rosenbauer, Anthony Stein, Roland Maier, David Pätzel, Jörg Hähner
XCS as a reinforcement learning approach to automatic test case prioritization. GECCO Companion (2020)
Anthony Stein, Masaya Nakata
Learning classifier systems: from principles to modern systems. GECCO Companion (2020)
Wenzel Baron Pilar von Pilchau, Anthony Stein, Jörg Hähner
Bootstrapping a DQN Replay Memory with Synthetic Experiences. IJCCI (2020)
Lukas Rosenbauer, Anthony Stein, Jörg Hähner
Generic approaches for parallel rule matching in learning classifier systems. GECCO Companion (2020)
Lukas Rosenbauer, Anthony Stein, Jörg Hähner
An Artificial Immune System for Adaptive Test Selection. SSCI (2020)
Lukas Rosenbauer, Anthony Stein, David Pätzel, Jörg Hähner
XCSF for Automatic Test Case Prioritization. IJCCI (2020)
Anthony Stein, Roland Maier, Lukas Rosenbauer, Jörg Hähner
XCS classifier system with experience replay. GECCO (2020)
David Pätzel, Anthony Stein, Masaya Nakata
An overview of LCS research from IWLCS 2019 to 2020. GECCO Companion (2020)
Lukas Rosenbauer, Anthony Stein, Helena Stegherr, Jörg Hähner
Metaheuristics for the Minimum Set Cover Problem: A Comparison. IJCCI (2020)
Lukas Rosenbauer, Anthony Stein, David Pätzel, Jörg Hähner
XCSF with Experience Replay for Automatic Test Case Prioritization. SSCI (2020)
Anthony Stein, Roland Maier, Lukas Rosenbauer, Jörg Hähner
XCS Classifier System with Experience Replay. CoRR (2020)
Wenzel Baron Pilar von Pilchau, Anthony Stein, Jörg Hähner
Bootstrapping a DQN Replay Memory with Synthetic Experiences. CoRR (2020)
Julius Brandl, Nicolas Breinl, Maximilian Demmler, Lukas Hartmann, Jörg Hähner, Anthony Stein
Reducing Search Space of Genetic Algorithms for Fast Black Box Attacks on Image Classifiers. KI (2019)
David Pätzel, Anthony Stein, Jörg Hähner
A survey of formal theoretical advances regarding XCS. GECCO (Companion) (2019)
Anthony Stein, Sven Tomforde
Transfer Learning is a Crucial Capability of Intelligent Systems Self-Integrating at Runtime. FAS*W@SASO/ICAC (2019)
Anthony Stein
Learning classifier systems: from principles to modern systems. GECCO (Companion) (2019)
Chloe M. Barnes, Kirstie L. Bellman, Jean Botev, Ada Diaconescu, Lukas Esterle, Christian Gruhl, Christopher Landauer, Peter R. Lewis, Phyllis R. Nelson, Anthony Stein, Christopher Stewart, Sven Tomforde
CHARIOT - Towards a Continuous High-Level Adaptive Runtime Integration Testbed. FAS*W@SASO/ICAC (2019)
Anthony Stein, Sven Tomforde, Ada Diaconescu, Jörg Hähner, Christian Müller-Schloer
A Concept for Proactive Knowledge Construction in Self-Learning Autonomous Systems. FAS*W@SASO/ICAC (2018)
Anthony Stein, Simon Menssen, Jörg Hähner
What about interpolation?: a radial basis function approach to classifier prediction modeling in XCSF. GECCO (2018)
Kirstie L. Bellman, Jean Botev, Ada Diaconescu, Lukas Esterle, Christian Gruhl, Christopher Landauer, Peter R. Lewis, Anthony Stein, Sven Tomforde, Rolf P. Würtz
Self-Improving System Integration - Status and Challenges after Five Years of SISSY. FAS*W@SASO/ICAC (2018)
Anthony Stein, Roland Maier, Jörg Hähner
Toward curious learning classifier systems: combining XCS with active learning concepts. GECCO (Companion) (2017)
Anthony Stein, Stefan Rudolph, Sven Tomforde, Jörg Hähner
Self-learning Smart Cameras - Harnessing the Generalization Capability of XCS. IJCCI (2017)
Andreas Margraf, Anthony Stein, Leonhard Engstler, Steffen Geinitz, Jörg Hähner
An Evolutionary Learning Approach to Self-configuring Image Pipelines in the Context of Carbon Fiber Fault Detection. ICMLA (2017)
Anthony Stein, Dominik Rauh, Sven Tomforde, Jörg Hähner
Interpolation in the eXtended Classifier System: An architectural perspective. J. Syst. Archit. 75 (2017)
Anthony Stein, Dominik Rauh, Sven Tomforde, Jörg Hähner
Augmenting the Algorithmic Structure of XCS by Means of Interpolation. ARCS (2016)
Anthony Stein, Christian Eymüller, Dominik Rauh, Sven Tomforde, Jörg Hähner
Interpolation-based classifier generation in XCSF. CEC (2016)
Matthias Sommer, Anthony Stein, Jörg Hähner
Local ensemble weighting in the context of time series forecasting using XCSF. SSCI (2016)
Sven Tomforde, David Meier, Anthony Stein, Sebastian von Mammen
Distributed resource allocation as co-evolution problem. CEC (2016)
Matthias Sommer, Anthony Stein, Jörg Hähner
Ensemble Time Series Forecasting with XCSF. SASO (2016)
Anthony Stein, Sven Tomforde, Dominik Rauh, Jörg Hähner
Dealing with Unforeseen Situations in the Context of Self-Adaptive Urban Traffic Control: How to Bridge the Gap. ICAC (2016)
Anthony Stein
Evolutionary Online Machine Learning from Imbalanced Data. FAS*W@SASO/ICCAC (2016)
Uwe Jänen, Carsten Grenz, Sarah Edenhofer, Anthony Stein, Jürgen Brehm, Jörg Hähner
Task Execution in Distributed Smart Systems. IDCS (2015)
Christian Märtin, Anthony Stein, Bernhard Prell, Andreas Kesper
HCI-Patterns for Developing Mobile Apps and Digital Video-Assist-Technology for the Film Set. HCI (1) (2014)