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Eva Weigl
Publication Activity (10 Years)
Years Active: 2014-2016
Publications (10 Years): 6
Top Topics
Concept Drift
Visual Inspection
Event Types
Fuzzy Classifier
Top Venues
EAIS
Inf. Sci.
AL@iKNOW
Mach. Vis. Appl.
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Publications
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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)
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)