Christian Eitzinger

According to our database1, Christian Eitzinger authored at least 49 papers between 2001 and 2021.

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

Timeline

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Bibliography

2021
A soft-computing framework for automated optimization of multiple product quality criteria with application to micro-fluidic chip production.
Appl. Soft Comput., 2021

Failure prediction through a model-driven machine learning method.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021

2020
On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks.
Inf. Sci., 2020

SPIRIT - A Software Framework for the Efficient Setup of Industrial Inspection Robots.
Proceedings of the 2020 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2020

Surface Characterization of Aircraft Interior Parts : Modelling Human Perception of Surface Texture.
Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

2019
End-to-End Defect Detection in Automated Fiber Placement Based on Artificially Generated Data.
CoRR, 2019

Probabilistic Modelling combined with a CNN for boundary detection of carbon fiber fabrics.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

Virtual Quality control using bidirectional LSTM networks and gradient boosting.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2018
Toward an Interactive Reinforcement Based Learning Framework for Human Robot Collaborative Assembly Processes.
Frontiers Robotics AI, 2018

Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality.
Eng. Appl. Artif. Intell., 2018

Towards a Context Enhanced Framework for Multi Object Tracking in Human Robot Collaboration.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Evolving time-series based prediction models for quality criteria in a multi-stage production process.
Proceedings of the 2018 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2018

2017
Explaining classifier decisions linguistically for stimulating and improving operators labeling behavior.
Inf. Sci., 2017

Towards a learnt neural body schema for dexterous coordination of action in humanoid and industrial robots.
Auton. Robots, 2017

Multi-objective knowledge-based strategy for process parameter optimization in Micro-fluidic chip production.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

LSPB Trajectory Planning Using Quadratic Splines.
Proceedings of the 3rd International Conference on Mechatronics and Robotics Engineering, 2017

Context Enhanced Multi Object Tracker for Human Robot Collaboration.
Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

Self-Adaptive Time-Series Based Forecast Models for Predicting Quality Criteria in Microfluidics Chip Production.
Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

2016
On improving performance of surface inspection systems by online active learning and flexible classifier updates.
Mach. Vis. Appl., 2016

Recognizing input space and target concept drifts in data streams with scarcely labeled and unlabelled instances.
Inf. Sci., 2016

Structural Synthesis based on PCA: Methodology and Evaluation.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Advanced linguistic explanations of classifier decisions for users' annotation support.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

MapView: Graphical Data Representation for Active Learning.
Proceedings of the Workshop on Active Learning: Applications, 2016

Towards Learning to Handle Deviations Using User Preferences in a Human Robot Collaboration Scenario.
Proceedings of the Intelligent Human Computer Interaction - 8th International Conference, 2016

2015
Accurate fibre orientation measurement for carbon fibre surfaces.
Pattern Recognit., 2015

Integrating new classes on the fly in evolving fuzzy classifier designs and their application in visual inspection.
Appl. Soft Comput., 2015

Fast and economic integration of new classes on the fly in evolving fuzzy classifiers using class decomposition.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Drift detection in data stream classification without fully labelled instances.
Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

2014
Making Tactile Textures with Predefined Affective Properties.
IEEE Trans. Affect. Comput., 2014

A Combined Calibration of 2D and 3D Sensors - A Novel Calibration for Laser Triangulation Sensors based on Point Correspondences.
Proceedings of the VISAPP 2014, 2014

Mobile manipulator is coming to aerospace manufacturing industry.
Proceedings of the 2014 IEEE International Symposium on Robotic and Sensors Environments, 2014

2013
Machine learning based analysis of gender differences in visual inspection decision making.
Inf. Sci., 2013

Accurate Fibre Orientation Measurement for Carbon Fibre Surfaces.
Proceedings of the Computer Analysis of Images and Patterns, 2013

2012
Humans Differ: So Should Models - Systematic Differences Call for Per-subject Modeling.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 1, 2012

2011
Modeling human aesthetic perception of visual textures.
ACM Trans. Appl. Percept., 2011

Learning over sets with Recurrent Neural Networks: An empirical categorization of aggregation functions.
Math. Comput. Simul., 2011

2010
Impact of object extraction methods on classification performance in surface inspection systems.
Mach. Vis. Appl., 2010

Assessment of the influence of adaptive components in trainable surface inspection systems.
Mach. Vis. Appl., 2010

Classifier-based analysis of visual inspection: Gender differences in decision-making.
Proceedings of the IEEE International Conference on Systems, 2010

2009
Human-Machine Interaction Issues in Quality Control Based on Online Image Classification.
IEEE Trans. Syst. Man Cybern. Part A, 2009

Texture features corresponding to human touch feeling.
Proceedings of the International Conference on Image Processing, 2009

A Quantitative Evaluation of Texture Feature Robustness and Interpolation Behaviour.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

2008
An On-Line Interactive Self-adaptive Image Classification Framework.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Increasing Classification Robustness with Adaptive Features.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

On Human-Machine Interaction during Online Image Classifier Training.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2004
Nonsmooth training of fuzzy neural networks.
Soft Comput., 2004

2003
A new approach to perceptron training.
IEEE Trans. Neural Networks, 2003

2001
Triangular Norms.
Künstliche Intell., 2001


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