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Wolfgang Heidl
Publication Activity (10 Years)
Years Active: 2008-2017
Publications (10 Years): 6
Top Topics
Active Learning
Event Types
Visual Inspection
Trained Classifiers
Top Venues
Inf. Sci.
ICAART (1)
EAIS
AL@iKNOW
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Publications
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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)