Thomas Radauer

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 11

Top Topics

Drift Detection

Visual Inspection

Fuzzy Classifier

Top Venues

Appl. Soft Comput.

Eng. Appl. Artif. Intell.

Publications

Alexandru-Ciprian Zavoianu, Edwin Lughofer, Robert Pollak, Christian Eitzinger, Thomas Radauer
A soft-computing framework for automated optimization of multiple product quality criteria with application to micro-fluidic chip production. Appl. Soft Comput. 98 (2021)
Edwin Lughofer, Alexandru-Ciprian Zavoianu, Robert Pollak, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Thomas Radauer
On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks. Inf. Sci. 537 (2020)
Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu, Mahardhika Pratama, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Julia Haim, Thomas Radauer
Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality. Eng. Appl. Artif. Intell. 68 (2018)
Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Jasmin Lehner, Thomas Radauer, Mahardhika Pratama
Evolving time-series based prediction models for quality criteria in a multi-stage production process. EAIS (2018)
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)
Edwin Lughofer, Robert Pollak, Alexandru-Ciprian Zavoianu, Pauline Meyer-Heye, Helmut Zörrer, Christian Eitzinger, Julia Haim, Thomas Radauer
Self-Adaptive Time-Series Based Forecast Models for Predicting Quality Criteria in Microfluidics Chip Production. CYBCONF (2017)
Alexandru-Ciprian Zavoianu, Edwin Lughofer, Robert Pollak, Pauline Meyer-Heye, Christian Eitzinger, Thomas Radauer
Multi-objective knowledge-based strategy for process parameter optimization in Micro-fluidic chip production. SSCI (2017)
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)