Christian Eitzinger

49 papers A 1B 3C 6Journal 21Unranked 18
YearRankTypeTitle / Venue / Authors
2021 J jnl
A soft-computing framework for automated optimization of multiple product quality criteria with application to micro-fluidic chip production.
Appl. Soft Comput.
Alexandru-Ciprian Zavoianu, Edwin Lughofer, Robert Pollak, Christian Eitzinger, Thomas Radauer
2021 — conf
Failure prediction through a model-driven machine learning method.
MetroInd4.0&IoT
Amirreza Baghbanpourasl, Daniela Kirchberger, Christian Eitzinger
2020 J jnl
On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks.
Inf. Sci.
Edwin Lughofer, Alexandru-Ciprian Zavoianu, Robert Pollak, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Thomas Radauer
2020 — conf
SPIRIT - A Software Framework for the Efficient Setup of Industrial Inspection Robots.
MetroInd4.0&IoT
Daniele Evangelista, Marco Antonelli, Alberto Pretto, Christian Eitzinger, Michele Moro, Carlo Ferrari, Emanuele Menegatti
2020 — conf
Surface Characterization of Aircraft Interior Parts : Modelling Human Perception of Surface Texture.
IEEE SENSORS
Christian Eitzinger, Alexander Walch, Lukas Hartung
2019 J jnl
End-to-End Defect Detection in Automated Fiber Placement Based on Artificially Generated Data.
CoRR
Sebastian Zambal, Christoph Heindl, Christian Eitzinger, Josef Scharinger
2019 C conf
Probabilistic Modelling combined with a CNN for boundary detection of carbon fiber fabrics.
INDIN
Sebastian Zambal, Christoph Heindl, Christian Eitzinger
2019 C conf
Virtual Quality control using bidirectional LSTM networks and gradient boosting.
INDIN
Amirreza Baghbanpourasl, Edwin Lughofer, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger
2018 C conf
A digital twin for composite parts manufacturing : Effects of defects analysis based on manufacturing data.
INDIN
Sebastian Zambal, Christian Eitzinger, Michael Clarke, John Klintworth, Pierre-Yves Mechin
2018 — conf
Evolving time-series based prediction models for quality criteria in a multi-stage production process.
EAIS
Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Jasmin Lehner, Thomas Radauer, Mahardhika Pratama
2018 J jnl
Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality.
Eng. Appl. Artif. Intell.
Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Julia Haim, Thomas Radauer
2018 J jnl
Toward an Interactive Reinforcement Based Learning Framework for Human Robot Collaborative Assembly Processes.
Frontiers Robotics AI
Sharath Chandra Akkaladevi, Matthias Plasch, Sriniwas Chowdhary Maddukuri, Christian Eitzinger, Andreas Pichler, Bernhard Rinner
2018 A conf
Towards a Context Enhanced Framework for Multi Object Tracking in Human Robot Collaboration.
IROS
Sharath Chandra Akkaladevi, Matthias Plasch, Christian Eitzinger, Andreas Pichler, Bernhard Rinner
2017 — conf
Context Enhanced Multi Object Tracker for Human Robot Collaboration.
HRI (Companion)
Sharath Chandra Akkaladevi, Matthias Plasch, Christian Eitzinger, Bernhard Rinner
2017 J jnl
Explaining classifier decisions linguistically for stimulating and improving operators labeling behavior.
Inf. Sci.
Edwin Lughofer, Roland Richter, Ulrich Neissl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2017 — conf
LSPB Trajectory Planning Using Quadratic Splines.
ICMRE
Alexander Walch, Christian Eitzinger, Sebastian Zambal, Werner Palfinger
2017 — conf
Multi-objective knowledge-based strategy for process parameter optimization in Micro-fluidic chip production.
SSCI
Alexandru-Ciprian Zavoianu, Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Christian Eitzinger, Thomas Radauer
2017 — conf
Self-Adaptive Time-Series Based Forecast Models for Predicting Quality Criteria in Microfluidics Chip Production.
CYBCONF
Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Julia Haim, Thomas Radauer
2017 J jnl
Towards a learnt neural body schema for dexterous coordination of action in humanoid and industrial robots.
Auton. Robots
Ajaz Ahmad Bhat, Sharath Chandra Akkaladevi, Vishwanathan Mohan, Christian Eitzinger, Pietro Morasso
2016 — conf
Advanced linguistic explanations of classifier decisions for users' annotation support.
IEEE Conf. on Intelligent Systems
Edwin Lughofer, Roland Richter, Ulrich Neissl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2016 — conf
MapView: Graphical Data Representation for Active Learning.
AL@iKNOW
Eva Weigl, Alexander Walch, Ulrich Neissl, Pauline Meyer-Heye, Thomas Radauer, Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger
2016 J jnl
On improving performance of surface inspection systems by online active learning and flexible classifier updates.
Mach. Vis. Appl.
Eva Weigl, Wolfgang Heidl, Edwin Lughofer, Thomas Radauer, Christian Eitzinger
2016 J jnl
Recognizing input space and target concept drifts in data streams with scarcely labeled and unlabelled instances.
Inf. Sci.
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2016 — conf
Structural Synthesis based on PCA: Methodology and Evaluation.
VISIGRAPP (3: VISAPP)
Sriniwas Chowdhary Maddukuri, Wolfgang Heidl, Christian Eitzinger, Andreas Pichler
2016 — conf
Towards Learning to Handle Deviations Using User Preferences in a Human Robot Collaboration Scenario.
IHCI
Sharath Chandra Akkaladevi, Matthias Plasch, Christian Eitzinger, Sriniwas Chowdhary Maddukuri, Bernhard Rinner
2015 J jnl
Accurate fibre orientation measurement for carbon fibre surfaces.
Pattern Recognit.
Sebastian Zambal, Werner Palfinger, Matthias Stöger, Christian Eitzinger
2015 — conf
Drift detection in data stream classification without fully labelled instances.
EAIS
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2015 B conf
Fast and economic integration of new classes on the fly in evolving fuzzy classifiers using class decomposition.
FUZZ-IEEE
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2015 J jnl
Integrating new classes on the fly in evolving fuzzy classifier designs and their application in visual inspection.
Appl. Soft Comput.
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2014 — conf
A Combined Calibration of 2D and 3D Sensors - A Novel Calibration for Laser Triangulation Sensors based on Point Correspondences.
VISAPP (1)
Alexander Walch, Christian Eitzinger
2014 J jnl
Making Tactile Textures with Predefined Affective Properties.
IEEE Trans. Affect. Comput.
Galal Elkharraz, Stefan Thumfart, Diyar Akay, Christian Eitzinger, Brian Henson
2014 — conf
Mobile manipulator is coming to aerospace manufacturing industry.
ROSE
Kai Zhou, Gerhard Ebenhofer, Christian Eitzinger, Uwe Zimmermann, Christoph Walter, José F. Saenz, Luis Perez Castano, Manuel Alejandro Fernandez Hernandez, José Navarro Oriol
2013 — conf
Accurate Fibre Orientation Measurement for Carbon Fibre Surfaces.
CAIP (2)
Stefan Thumfart, Werner Palfinger, Matthias Stöger, Christian Eitzinger
2013 J jnl
Machine learning based analysis of gender differences in visual inspection decision making.
Inf. Sci.
Wolfgang Heidl, Stefan Thumfart, Edwin Lughofer, Christian Eitzinger, Erich-Peter Klement
2012 — conf
Humans Differ: So Should Models - Systematic Differences Call for Per-subject Modeling.
ICAART (1)
Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger
2011 J jnl
Learning over sets with Recurrent Neural Networks: An empirical categorization of aggregation functions.
Math. Comput. Simul.
Wolfgang Heidl, Christian Eitzinger, M. Gyimesi, Felix Breitenecker
2011 J jnl
Modeling human aesthetic perception of visual textures.
ACM Trans. Appl. Percept.
Stefan Thumfart, Richard H. A. H. Jacobs, Edwin Lughofer, Christian Eitzinger, Frans W. Cornelissen, Werner Groissboeck, Roland Richter
2010 J jnl
Assessment of the influence of adaptive components in trainable surface inspection systems.
Mach. Vis. Appl.
Christian Eitzinger, Wolfgang Heidl, Edwin Lughofer, Stefan Raiser, Jim E. Smith, Muhammad Atif Tahir, Davy Sannen, Hendrik Van Brussel
2010 B conf
Classifier-based analysis of visual inspection: Gender differences in decision-making.
SMC
Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger, Edwin Lughofer, Erich-Peter Klement
2010 J jnl
Impact of object extraction methods on classification performance in surface inspection systems.
Mach. Vis. Appl.
Stefan Raiser, Edwin Lughofer, Christian Eitzinger, James Edward Smith
2009 C conf
A Quantitative Evaluation of Texture Feature Robustness and Interpolation Behaviour.
CAIP
Stefan Thumfart, Wolfgang Heidl, Josef Scharinger, Christian Eitzinger
2009 J jnl
Human-Machine Interaction Issues in Quality Control Based on Online Image Classification.
IEEE Trans. Syst. Man Cybern. Part A
Edwin Lughofer, James Edward Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Christian Eitzinger, Davy Sannen, Marnix Nuttin
2009 B conf
Texture features corresponding to human touch feeling.
ICIP
Galal Elkharraz, Stefan Thumfart, Diyar Akay, Christian Eitzinger, Brian Henson
2008 C conf
An On-Line Interactive Self-adaptive Image Classification Framework.
ICVS
Davy Sannen, Marnix Nuttin, Jim E. Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Edwin Lughofer, Christian Eitzinger
2008 C conf
Increasing Classification Robustness with Adaptive Features.
ICVS
Christian Eitzinger, Manfred Gmainer, Wolfgang Heidl, Edwin Lughofer
2008 — conf
On Human-Machine Interaction during Online Image Classifier Training.
CIMCA/IAWTIC/ISE
Edwin Lughofer, Jim E. Smith, Praminda Caleb-Solly, Muhammad Atif Tahir, Christian Eitzinger, Davy Sannen, Hendrik Van Brussel
2004 J jnl
Nonsmooth training of fuzzy neural networks.
Soft Comput.
Christian Eitzinger
2003 J jnl
A new approach to perceptron training.
IEEE Trans. Neural Networks
Christian Eitzinger, Hartwig Plach
2001 J jnl
Triangular Norms.
Künstliche Intell.
Christian Eitzinger