Wolfgang Heidl

Publication Activity (10 Years)

Years Active: 2008-2017
Publications (10 Years): 6

Top Topics

Active Learning

Visual Inspection

Trained Classifiers

Top Venues

Publications

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)
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)
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)
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)
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Thomas Radauer
Dynamic Inclusion of New Event Types in Visual Inspection Using Evolving Classifiers. ICMLA (2014)
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)
Wolfgang Heidl, Stefan Thumfart, Christian Eitzinger, Edwin Lughofer, Erich-Peter Klement
Classifier-based analysis of visual inspection: Gender differences in decision-making. SMC (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)
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)