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2010 – 2019
- 2017
[j7]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)- 2016
- [j6]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) - [j5]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) - [c10]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 - [c9]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 - [c8]Sriniwas Chowdhary Maddukuri, Wolfgang Heidl, Christian Eitzinger, Andreas Pichler:
Structural Synthesis based on PCA: Methodology and Evaluation. VISIGRAPP (3: VISAPP) 2016: 350-357 - 2015
- [j4]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) - [c7]Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer:
Drift detection in data stream classification without fully labelled instances. EAIS 2015: 1-8 - [c6]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
- [c5]Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Thomas Radauer:
Dynamic Inclusion of New Event Types in Visual Inspection Using Evolving Classifiers. ICMLA 2014: 487-494 - 2013
- [j3]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) - 2012
- [c4]Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger:
Humans Differ: So Should Models - Systematic Differences Call for Per-subject Modeling. ICAART (1) 2012: 413-418 - 2011
- [j2]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) - 2010
- [j1]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): 613-626 (2010) - [c3]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
- [c2]Stefan Thumfart, Wolfgang Heidl, Josef Scharinger, Christian Eitzinger:
A Quantitative Evaluation of Texture Feature Robustness and Interpolation Behaviour. CAIP 2009: 1154-1161 - 2008
- [c1]Christian Eitzinger, Manfred Gmainer, Wolfgang Heidl, Edwin Lughofer:
Increasing Classification Robustness with Adaptive Features. ICVS 2008: 445-453
Coauthor Index
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