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2020 – today
- 2021
[j7]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: 106827 (2021)- 2020
- [j6]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: 425-451 (2020)
2010 – 2019
- 2018
- [j5]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: 131-151 (2018) - [c8]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: 1-10 - 2017
- [j4]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: 16-36 (2017) - [c7]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: 1-8 - [c6]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: 1-8 - 2016
- [j3]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. 355-356: 127-151 (2016) - [j2]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): 103-127 (2016) - [c5]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: 3-8 - [c4]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: 421-432 - 2015
- [j1]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: 558-582 (2015) - [c3]Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Christian Eitzinger, Thomas Radauer:
Drift detection in data stream classification without fully labelled instances. EAIS 2015: 1-8 - [c2]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: 1-8 - 2014
- [c1]Edwin Lughofer, Eva Weigl, Wolfgang Heidl, Thomas Radauer:
Dynamic Inclusion of New Event Types in Visual Inspection Using Evolving Classifiers. ICMLA 2014: 487-494
Coauthor Index
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