Increasing Classification Robustness with Adaptive Features. - Christian Eitzinger; Manfred Gmainer; Wolfgang Heidl; Edwin Lughofer (ICVS, 2008)

A Quantitative Evaluation of Texture Feature Robustness and Interpolation Behaviour. - Stefan Thumfart; Wolfgang Heidl; Josef Scharinger; Christian Eitzinger (CAIP, 2009)

Classifier-based analysis of visual inspection: Gender differences in decision-making. - Wolfgang Heidl; Stefan Thumfart; Christian Eitzinger; Edwin Lughofer; Erich-Peter Klement (SMC, 2010)

Assessment of the influence of adaptive components in trainable surface inspection systems. - Christian Eitzinger; Wolfgang Heidl; Edwin Lughofer; Stefan Raiser; Jim E. Smith; Muhammad Atif Tahir; Davy Sannen; Hendrik Van Brussel (Mach. Vis. Appl., 2010)

Learning over sets with Recurrent Neural Networks: An empirical categorization of aggregation functions. - Wolfgang Heidl; Christian Eitzinger; M. Gyimesi; Felix Breitenecker (Math. Comput. Simul., 2011)

Humans Differ: So Should Models - Systematic Differences Call for Per-subject Modeling. - Wolfgang Heidl; Stefan Thumfart; Christian Eitzinger (ICAART (1), 2012)

Machine learning based analysis of gender differences in visual inspection decision making. - Wolfgang Heidl; Stefan Thumfart; Edwin Lughofer; Christian Eitzinger; Erich-Peter Klement (Inf. Sci., 2013)

Dynamic Inclusion of New Event Types in Visual Inspection Using Evolving Classifiers. - Edwin Lughofer; Eva Weigl; Wolfgang Heidl; Thomas Radauer (ICMLA, 2014)

Drift detection in data stream classification without fully labelled instances. - Edwin Lughofer; Eva Weigl; Wolfgang Heidl; Christian Eitzinger; Thomas Radauer (EAIS, 2015)

Fast and economic integration of new classes on the fly in evolving fuzzy classifiers using class decomposition. - Edwin Lughofer; Eva Weigl; Wolfgang Heidl; Christian Eitzinger; Thomas Radauer (FUZZ-IEEE, 2015)

Integrating new classes on the fly in evolving fuzzy classifier designs and their application in visual inspection. - Edwin Lughofer; Eva Weigl; Wolfgang Heidl; Christian Eitzinger; Thomas Radauer (Appl. Soft Comput., 2015)

MapView: Graphical Data Representation for Active Learning. - Eva Weigl; Alexander Walch; Ulrich Neissl; Pauline Meyer-Heye; Thomas Radauer; Edwin Lughofer; Wolfgang Heidl; Christian Eitzinger (AL@iKNOW, 2016)

Advanced linguistic explanations of classifier decisions for users' annotation support. - Edwin Lughofer; Roland Richter; Ulrich Neissl; Wolfgang Heidl; Christian Eitzinger; Thomas Radauer (IEEE Conf. on Intelligent Systems, 2016)

Structural Synthesis based on PCA: Methodology and Evaluation. - Sriniwas Chowdhary Maddukuri; Wolfgang Heidl; Christian Eitzinger; Andreas Pichler (VISIGRAPP (3: VISAPP), 2016)

Recognizing input space and target concept drifts in data streams with scarcely labeled and unlabelled instances. - Edwin Lughofer; Eva Weigl; Wolfgang Heidl; Christian Eitzinger; Thomas Radauer (Inf. Sci., 2016)

On improving performance of surface inspection systems by online active learning and flexible classifier updates. - Eva Weigl; Wolfgang Heidl; Edwin Lughofer; Thomas Radauer; Christian Eitzinger (Mach. Vis. Appl., 2016)

Explaining classifier decisions linguistically for stimulating and improving operators labeling behavior. - Edwin Lughofer; Roland Richter; Ulrich Neissl; Wolfgang Heidl; Christian Eitzinger; Thomas Radauer (Inf. Sci., 2017)