Andreas Margraf

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Fault Detection

Monitoring System

Evolutionary Approaches

Top Venues

Publications

Andreas Margraf, Henning Cui, Anthony Stein, Jörg Hähner
Evolving Processing Pipelines for Industrial Imaging with Cartesian Genetic Programming. ACSOS (2023)
Andreas Margraf, Henning Cui, Stefan Baumann, Jörg Hähner
Filter Evolution Using Cartesian Genetic Programming for Time Series Anomaly Detection. IJCCI (2023)
Henning Cui, David Pätzel, Andreas Margraf, Jörg Hähner
Weighted Mutation of Connections To Mitigate Search Space Limitations in Cartesian Genetic Programming. FOGA (2023)
Andreas Margraf, Henning Cui, Simon Heimbach, Jörg Hähner, Steffen Geinitz, Stephan Rudolph
Model-Driven Optimisation of Monitoring System Configurations for Batch Production. MODELSWARD (2023)
Henning Cui, Andreas Margraf, Jörg Hähner
Equidistant Reorder Operator for Cartesian Genetic Programming. IJCCI (2023)
Henning Cui, Andreas Margraf, Michael Heider, Jörg Hähner
Towards Understanding Crossover for Cartesian Genetic Programming. IJCCI (2023)
Christian Linder, Frank Gaibler, Andreas Margraf, Steffen Geinitz
Signal Detection for Tracer-Based-Sorting using Deep Learning and Synthetic Data. IJCCI (2022)
Henning Cui, Andreas Margraf, Jörg Hähner
Refining Mutation Variants in Cartesian Genetic Programming. BIOMA (2022)
Silvan Mertes, Andreas Margraf, Steffen Geinitz, Elisabeth André
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning. CoRR (2022)
Silvan Mertes, Andreas Margraf, Steffen Geinitz, Elisabeth André
Alternative Data Augmentation for Industrial Monitoring Using Adversarial Learning. DeLTA (Selected Papers) (2021)
Silvan Mertes, Andreas Margraf, Christoph Kommer, Steffen Geinitz, Elisabeth André
Data Augmentation for Semantic Segmentation in the Context of Carbon Fiber Defect Detection using Adversarial Learning. DeLTA (2020)
Andreas Margraf, Jörg Hähner, Philipp Braml, Steffen Geinitz
Towards Self-adaptive Defect Classification in Industrial Monitoring. DATA (2020)
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)