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)

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)

Self-Adaptive Time-Series Based Forecast Models for Predicting Quality Criteria in Microfluidics Chip Production. - Edwin Lughofer; Robert Pollak; Alexandru-Ciprian Zavoianu; Pauline Meyer-Heye; Helmut Zörrer; Christian Eitzinger; Julia Haim; Thomas Radauer (CYBCONF, 2017)

Multi-objective knowledge-based strategy for process parameter optimization in Micro-fluidic chip production. - Alexandru-Ciprian Zavoianu; Edwin Lughofer; Robert Pollak; Pauline Meyer-Heye; Christian Eitzinger; Thomas Radauer (SSCI, 2017)

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)

Evolving time-series based prediction models for quality criteria in a multi-stage production process. - Edwin Lughofer; Robert Pollak; Pauline Meyer-Heye; Helmut Zörrer; Christian Eitzinger; Jasmin Lehner; Thomas Radauer; Mahardhika Pratama (EAIS, 2018)

Self-adaptive evolving forecast models with incremental PLS space updating for on-line prediction of micro-fluidic chip quality. - Edwin Lughofer; Robert Pollak; Alexandru-Ciprian Zavoianu; Mahardhika Pratama; Pauline Meyer-Heye; Helmut Zörrer; Christian Eitzinger; Julia Haim; Thomas Radauer (Eng. Appl. Artif. Intell., 2018)

On-line anomaly detection with advanced independent component analysis of multi-variate residual signals from causal relation networks. - Edwin Lughofer; Alexandru-Ciprian Zavoianu; Robert Pollak; Mahardhika Pratama; Pauline Meyer-Heye; Helmut Zörrer; Christian Eitzinger; Thomas Radauer (Inf. Sci., 2020)

A soft-computing framework for automated optimization of multiple product quality criteria with application to micro-fluidic chip production. - Alexandru-Ciprian Zavoianu; Edwin Lughofer; Robert Pollak; Christian Eitzinger; Thomas Radauer (Appl. Soft Comput., 2021)