Thomas Radauer

15 papers B 1C 1Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2021 J jnl
A soft-computing framework for automated optimization of multiple product quality criteria with application to micro-fluidic chip production.
Appl. Soft Comput.
Alexandru-Ciprian Zavoianu, Edwin Lughofer, Robert Pollak, Christian Eitzinger, Thomas Radauer
2020 J jnl
On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks.
Inf. Sci.
Edwin Lughofer, Alexandru-Ciprian Zavoianu, Robert Pollak, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Thomas Radauer
2018 — conf
Evolving time-series based prediction models for quality criteria in a multi-stage production process.
EAIS
Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Jasmin Lehner, Thomas Radauer, Mahardhika Pratama
2018 J jnl
Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality.
Eng. Appl. Artif. Intell.
Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Julia Haim, Thomas Radauer
2017 J jnl
Explaining classifier decisions linguistically for stimulating and improving operators labeling behavior.
Inf. Sci.
Edwin Lughofer, Roland Richter, Ulrich Neissl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2017 — conf
Multi-objective knowledge-based strategy for process parameter optimization in Micro-fluidic chip production.
SSCI
Alexandru-Ciprian Zavoianu, Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Christian Eitzinger, Thomas Radauer
2017 — conf
Self-Adaptive Time-Series Based Forecast Models for Predicting Quality Criteria in Microfluidics Chip Production.
CYBCONF
Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Julia Haim, Thomas Radauer
2016 — conf
Advanced linguistic explanations of classifier decisions for users' annotation support.
IEEE Conf. on Intelligent Systems
Edwin Lughofer, Roland Richter, Ulrich Neissl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2016 — conf
MapView: Graphical Data Representation for Active Learning.
AL@iKNOW
Eva Weigl, Alexander Walch, Ulrich Neissl, Pauline Meyer-Heye, Thomas Radauer, Edwin Lughofer, Wolfgang Heidl, Christian Eitzinger
2016 J jnl
On improving performance of surface inspection systems by online active learning and flexible classifier updates.
Mach. Vis. Appl.
Eva Weigl, Wolfgang Heidl, Edwin Lughofer, Thomas Radauer, Christian Eitzinger
2016 J jnl
Recognizing input space and target concept drifts in data streams with scarcely labeled and unlabelled instances.
Inf. Sci.
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2015 — conf
Drift detection in data stream classification without fully labelled instances.
EAIS
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2015 B conf
Fast and economic integration of new classes on the fly in evolving fuzzy classifiers using class decomposition.
FUZZ-IEEE
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2015 J jnl
Integrating new classes on the fly in evolving fuzzy classifier designs and their application in visual inspection.
Appl. Soft Comput.
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer
2014 C conf
Dynamic Inclusion of New Event Types in Visual Inspection Using Evolving Classifiers.
ICMLA
Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Thomas Radauer