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Christian Eitzinger
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2020 – today
- 2021
- [j20]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: 106827 (2021) - [c28]Amirreza Baghbanpourasl, Daniela Kirchberger, Christian Eitzinger:
Failure prediction through a model-driven machine learning method. MetroInd4.0&IoT 2021: 527-531 - 2020
- [j19]Edwin Lughofer, Alexandru-Ciprian Zavoianu, Robert Pollak, Mahardhika Pratama
, Pauline Meyer-Heye, Helmut Zörrer
On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks. Inf. Sci. 537: 425-451 (2020) - [c27]Christian Eitzinger, Alexander Walch, Lukas Hartung:
Surface Characterization of Aircraft Interior Parts : Modelling Human Perception of Surface Texture. IEEE SENSORS 2020: 1-4 - [c26]Daniele Evangelista
SPIRIT - A Software Framework for the Efficient Setup of Industrial Inspection Robots. MetroInd4.0&IoT 2020: 622-626
2010 – 2019
- 2019
- [c25]Sebastian Zambal, Christoph Heindl
Probabilistic Modelling combined with a CNN for boundary detection of carbon fiber fabrics. INDIN 2019: 1621-1626 - [c24]Amirreza Baghbanpourasl, Edwin Lughofer, Pauline Meyer-Heye, Helmut Zörrer
Virtual Quality control using bidirectional LSTM networks and gradient boosting. INDIN 2019: 1638-1643 - [i1]Sebastian Zambal, Christoph Heindl, Christian Eitzinger, Josef Scharinger:
End-to-End Defect Detection in Automated Fiber Placement Based on Artificially Generated Data. CoRR abs/1910.04997 (2019) - 2018
- [j18]Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu
Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality. Eng. Appl. Artif. Intell. 68: 131-151 (2018) - [j17]Sharath Chandra Akkaladevi
Toward an Interactive Reinforcement Based Learning Framework for Human Robot Collaborative Assembly Processes. Frontiers Robotics AI 5: 126 (2018) - [c23]Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Helmut Zörrer
Evolving time-series based prediction models for quality criteria in a multi-stage production process. EAIS 2018: 1-10 - [c22]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: 803-808 - [c21]Sharath Chandra Akkaladevi
Towards a Context Enhanced Framework for Multi Object Tracking in Human Robot Collaboration. IROS 2018: 168-173 - 2017
- [j16]Ajaz Ahmad Bhat
Towards a learnt neural body schema for dexterous coordination of action in humanoid and industrial robots. Auton. Robots 41(4): 945-966 (2017) - [j15]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: 16-36 (2017) - [c20]Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu
Self-Adaptive Time-Series Based Forecast Models for Predicting Quality Criteria in Microfluidics Chip Production. CYBCONF 2017: 1-8 - [c19]Sharath Chandra Akkaladevi
Context Enhanced Multi Object Tracker for Human Robot Collaboration. HRI (Companion) 2017: 61-62 - [c18]Alexander Walch, Christian Eitzinger, Sebastian Zambal, Werner Palfinger:
LSPB Trajectory Planning Using Quadratic Splines. ICMRE 2017: 81-87 - [c17]Alexandru-Ciprian Zavoianu
Multi-objective knowledge-based strategy for process parameter optimization in Micro-fluidic chip production. SSCI 2017: 1-8 - 2016
- [j14]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. 355-356: 127-151 (2016) - [j13]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): 103-127 (2016) - [c16]Sharath Chandra Akkaladevi
Towards Learning to Handle Deviations Using User Preferences in a Human Robot Collaboration Scenario. IHCI 2016: 3-14 - [c15]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: 3-8 - [c14]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: 421-432 - [c13]Sriniwas Chowdhary Maddukuri, Wolfgang Heidl, Christian Eitzinger, Andreas Pichler:
Structural Synthesis based on PCA: Methodology and Evaluation. VISIGRAPP (3: VISAPP) 2016: 350-357 - 2015
- [j12]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: 558-582 (2015) - [j11]Sebastian Zambal, Werner Palfinger
Accurate fibre orientation measurement for carbon fibre surfaces. Pattern Recognit. 48(11): 3324-3332 (2015) - [c12]Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer:
Drift detection in data stream classification without fully labelled instances. EAIS 2015: 1-8 - [c11]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: 1-8 - 2014
- [j10]Galal Elkharraz, Stefan Thumfart, Diyar Akay
Making Tactile Textures with Predefined Affective Properties. IEEE Trans. Affect. Comput. 5(1): 57-70 (2014) - [c10]Kai Zhou, Gerhard Ebenhofer, Christian Eitzinger, Uwe Zimmermann, Christoph Walter, José F. Saenz
Mobile manipulator is coming to aerospace manufacturing industry. ROSE 2014: 94-99 - [c9]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: 89-95 - 2013
- [j9]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: 62-76 (2013) - [c8]Stefan Thumfart, Werner Palfinger, Matthias Stöger, Christian Eitzinger:
Accurate Fibre Orientation Measurement for Carbon Fibre Surfaces. CAIP (2) 2013: 75-82 - 2012
- [c7]Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger:
Humans Differ: So Should Models - Systematic Differences Call for Per-subject Modeling. ICAART (1) 2012: 413-418 - 2011
- [j8]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): 442-449 (2011) - [j7]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): 27:1-27:29 (2011) - 2010
- [j6]Christian Eitzinger, Wolfgang Heidl, Edwin Lughofer, Stefan Raiser, Jim E. Smith
Assessment of the influence of adaptive components in trainable surface inspection systems. Mach. Vis. Appl. 21(5): 613-626 (2010) - [j5]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): 627-641 (2010) - [c6]Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger, Edwin Lughofer, Erich-Peter Klement
Classifier-based analysis of visual inspection: Gender differences in decision-making. SMC 2010: 113-120
2000 – 2009
- 2009
- [j4]Edwin Lughofer, James Edward Smith
Human-Machine Interaction Issues in Quality Control Based on Online Image Classification. IEEE Trans. Syst. Man Cybern. Part A 39(5): 960-971 (2009) - [c5]Stefan Thumfart, Wolfgang Heidl, Josef Scharinger, Christian Eitzinger:
A Quantitative Evaluation of Texture Feature Robustness and Interpolation Behaviour. CAIP 2009: 1154-1161 - [c4]Galal Elkharraz, Stefan Thumfart, Diyar Akay
Texture features corresponding to human touch feeling. ICIP 2009: 1341-1344 - 2008
- [c3]Edwin Lughofer, Jim E. Smith, Praminda Caleb-Solly
On Human-Machine Interaction during Online Image Classifier Training. CIMCA/IAWTIC/ISE 2008: 1005-1010 - [c2]Davy Sannen, Marnix Nuttin, Jim E. Smith, Muhammad Atif Tahir, Praminda Caleb-Solly
An On-Line Interactive Self-adaptive Image Classification Framework. ICVS 2008: 171-180 - [c1]Christian Eitzinger, Manfred Gmainer, Wolfgang Heidl, Edwin Lughofer:
Increasing Classification Robustness with Adaptive Features. ICVS 2008: 445-453 - 2004
- [j3]Christian Eitzinger:
Nonsmooth training of fuzzy neural networks. Soft Comput. 8(6): 443-448 (2004) - 2003
- [j2]Christian Eitzinger, Hartwig Plach:
A new approach to perceptron training. IEEE Trans. Neural Networks 14(1): 216-221 (2003) - 2001
- [j1]Christian Eitzinger:
Triangular Norms. Künstliche Intell. 15(3): 45 (2001)
Coauthor Index
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