Christian Eitzinger

Publication Activity (10 Years)

Years Active: 2001-2021
Publications (10 Years): 29

Top Topics

Artificially Generated

Visual Inspection

Forecast Models

Active Learning

Top Venues

MetroInd4.0&IoT

Appl. Soft Comput.

Publications

Amirreza Baghbanpourasl, Daniela Kirchberger, Christian Eitzinger
Failure prediction through a model-driven machine learning method. MetroInd4.0&IoT (2021)
Alexandru-Ciprian Zavoianu, Edwin Lughofer, Robert Pollak, Christian Eitzinger, Thomas Radauer
A soft-computing framework for automated optimization of multiple product quality criteria with application to micro-fluidic chip production. Appl. Soft Comput. 98 (2021)
Daniele Evangelista, Marco Antonelli, Alberto Pretto, Christian Eitzinger, Michele Moro, Carlo Ferrari, Emanuele Menegatti
SPIRIT - A Software Framework for the Efficient Setup of Industrial Inspection Robots. MetroInd4.0&IoT (2020)
Christian Eitzinger, Alexander Walch, Lukas Hartung
Surface Characterization of Aircraft Interior Parts : Modelling Human Perception of Surface Texture. IEEE SENSORS (2020)
Edwin Lughofer, Alexandru-Ciprian Zavoianu, Robert Pollak, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Thomas Radauer
On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks. Inf. Sci. 537 (2020)
Sebastian Zambal, Christoph Heindl, Christian Eitzinger
Probabilistic Modelling combined with a CNN for boundary detection of carbon fiber fabrics. INDIN (2019)
Amirreza Baghbanpourasl, Edwin Lughofer, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger
Virtual Quality control using bidirectional LSTM networks and gradient boosting. INDIN (2019)
Sebastian Zambal, Christoph Heindl, Christian Eitzinger, Josef Scharinger
End-to-End Defect Detection in Automated Fiber Placement Based on Artificially Generated Data. CoRR (2019)
Sharath Chandra Akkaladevi, Matthias Plasch, Sriniwas Chowdhary Maddukuri, Christian Eitzinger, Andreas Pichler, Bernhard Rinner
Toward an Interactive Reinforcement Based Learning Framework for Human Robot Collaborative Assembly Processes. Frontiers Robotics AI 5 (2018)
Sharath Chandra Akkaladevi, Matthias Plasch, Christian Eitzinger, Andreas Pichler, Bernhard Rinner
Towards a Context Enhanced Framework for Multi Object Tracking in Human Robot Collaboration. IROS (2018)
Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Julia Haim, Thomas Radauer
Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality. Eng. Appl. Artif. Intell. 68 (2018)
Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Jasmin Lehner, Thomas Radauer, Mahardhika Pratama
Evolving time-series based prediction models for quality criteria in a multi-stage production process. EAIS (2018)
Sebastian Zambal, Christian Eitzinger, Michael Clarke, John Klintworth, Pierre-Yves Mechin
A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data. INDIN (2018)
Alexander Walch, Christian Eitzinger, Sebastian Zambal, Werner Palfinger
LSPB Trajectory Planning Using Quadratic Splines. ICMRE (2017)
Edwin Lughofer, Roland Richter, Ulrich Neissl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
Explaining classifier decisions linguistically for stimulating and improving operators labeling behavior. Inf. Sci. 420 (2017)
Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Julia Haim, Thomas Radauer
Self-Adaptive Time-Series Based Forecast Models for Predicting Quality Criteria in Microfluidics Chip Production. CYBCONF (2017)
Alexandru-Ciprian Zavoianu, Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Christian Eitzinger, Thomas Radauer
Multi-objective knowledge-based strategy for process parameter optimization in Micro-fluidic chip production. SSCI (2017)
Sharath Chandra Akkaladevi, Matthias Plasch, Christian Eitzinger, Bernhard Rinner
Context Enhanced Multi Object Tracker for Human Robot Collaboration. HRI (Companion) (2017)
Ajaz Ahmad Bhat, Sharath Chandra Akkaladevi, Vishwanathan Mohan, Christian Eitzinger, Pietro Morasso
Towards a learnt neural body schema for dexterous coordination of action in humanoid and industrial robots. Auton. Robots 41 (4) (2017)
Sriniwas Chowdhary Maddukuri, Wolfgang Heidl, Christian Eitzinger, Andreas Pichler
Structural Synthesis based on PCA: Methodology and Evaluation. VISIGRAPP (3: VISAPP) (2016)
Eva Weigl, Wolfgang Heidl, Edwin Lughofer, Thomas Radauer, Christian Eitzinger
On improving performance of surface inspection systems by online active learning and flexible classifier updates. Mach. Vis. Appl. 27 (1) (2016)
Sharath Chandra Akkaladevi, Matthias Plasch, Christian Eitzinger, Sriniwas Chowdhary Maddukuri, Bernhard Rinner
Towards Learning to Handle Deviations Using User Preferences in a Human Robot Collaboration Scenario. IHCI (2016)
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
Recognizing input space and target concept drifts in data streams with scarcely labeled and unlabelled instances. Inf. Sci. (2016)
Edwin Lughofer, Roland Richter, Ulrich Neissl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
Advanced linguistic explanations of classifier decisions for users' annotation support. IEEE Conf. on Intelligent Systems (2016)
Eva Weigl, Alexander Walch, Ulrich Neissl, Pauline Meyer-Heye, Thomas Radauer, Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger
MapView: Graphical Data Representation for Active Learning. AL@iKNOW (2016)
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
Fast and economic integration of new classes on the fly in evolving fuzzy classifiers using class decomposition. FUZZ-IEEE (2015)
Sebastian Zambal, Werner Palfinger, Matthias Stöger, Christian Eitzinger
Accurate fibre orientation measurement for carbon fibre surfaces. Pattern Recognit. 48 (11) (2015)
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
Drift detection in data stream classification without fully labelled instances. EAIS (2015)
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
Integrating new classes on the fly in evolving fuzzy classifier designs and their application in visual inspection. Appl. Soft Comput. 35 (2015)
Alexander Walch, Christian Eitzinger
A Combined Calibration of 2D and 3D Sensors - A Novel Calibration for Laser Triangulation Sensors based on Point Correspondences. VISAPP (1) (2014)
Kai Zhou, Gerhard Ebenhofer, Christian Eitzinger, Uwe Zimmermann, Christoph Walter, José F. Saenz, Luis Perez Castano, Manuel Alejandro Fernandez Hernandez, José Navarro Oriol
Mobile manipulator is coming to aerospace manufacturing industry. ROSE (2014)
Galal Elkharraz, Stefan Thumfart, Diyar Akay, Christian Eitzinger, Brian Henson
Making Tactile Textures with Predefined Affective Properties. IEEE Trans. Affect. Comput. 5 (1) (2014)
Stefan Thumfart, Werner Palfinger, Matthias Stöger, Christian Eitzinger
Accurate Fibre Orientation Measurement for Carbon Fibre Surfaces. CAIP (2) (2013)
Wolfgang Heidl, Stefan Thumfart, Edwin Lughofer, Christian Eitzinger, Erich-Peter Klement
Machine learning based analysis of gender differences in visual inspection decision making. Inf. Sci. 224 (2013)
Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger
Humans Differ: So Should Models - Systematic Differences Call for Per-subject Modeling. ICAART (1) (2012)
Wolfgang Heidl, Christian Eitzinger, M. Gyimesi, Felix Breitenecker
Learning over sets with Recurrent Neural Networks: An empirical categorization of aggregation functions. Math. Comput. Simul. 82 (3) (2011)
Stefan Thumfart, Richard H. A. H. Jacobs, Edwin Lughofer, Christian Eitzinger, Frans W. Cornelissen, Werner Groissboeck, Roland Richter
Modeling human aesthetic perception of visual textures. ACM Trans. Appl. Percept. 8 (4) (2011)
Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger, Edwin Lughofer, Erich-Peter Klement
Classifier-based analysis of visual inspection: Gender differences in decision-making. SMC (2010)
Stefan Raiser, Edwin Lughofer, Christian Eitzinger, James Edward Smith
Impact of object extraction methods on classification performance in surface inspection systems. Mach. Vis. Appl. 21 (5) (2010)
Christian Eitzinger, Wolfgang Heidl, Edwin Lughofer, Stefan Raiser, Jim E. Smith, Muhammad Atif Tahir, Davy Sannen, Hendrik Van Brussel
Assessment of the influence of adaptive components in trainable surface inspection systems. Mach. Vis. Appl. 21 (5) (2010)
Galal Elkharraz, Stefan Thumfart, Diyar Akay, Christian Eitzinger, Brian Henson
Texture features corresponding to human touch feeling. ICIP (2009)
Edwin Lughofer, James Edward Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Christian Eitzinger, Davy Sannen, Marnix Nuttin
Human-Machine Interaction Issues in Quality Control Based on Online Image Classification. IEEE Trans. Syst. Man Cybern. Part A 39 (5) (2009)
Stefan Thumfart, Wolfgang Heidl, Josef Scharinger, Christian Eitzinger
A Quantitative Evaluation of Texture Feature Robustness and Interpolation Behaviour. CAIP (2009)
Christian Eitzinger, Manfred Gmainer, Wolfgang Heidl, Edwin Lughofer
Increasing Classification Robustness with Adaptive Features. ICVS (2008)
Edwin Lughofer, Jim E. Smith, Praminda Caleb-Solly, Muhammad Atif Tahir, Christian Eitzinger, Davy Sannen, Hendrik Van Brussel
On Human-Machine Interaction during Online Image Classifier Training. CIMCA/IAWTIC/ISE (2008)
Davy Sannen, Marnix Nuttin, Jim E. Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Edwin Lughofer, Christian Eitzinger
An On-Line Interactive Self-adaptive Image Classification Framework. ICVS (2008)
Christian Eitzinger
Nonsmooth training of fuzzy neural networks. Soft Comput. 8 (6) (2004)
Christian Eitzinger, Hartwig Plach
A new approach to perceptron training. IEEE Trans. Neural Networks 14 (1) (2003)
Christian Eitzinger
Triangular Norms. Künstliche Intell. 15 (3) (2001)