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2020 – today
- 2021
[j2]Andreas Holzinger
, Bernd Malle, Anna Saranti, Bastian Pfeifer:
Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI. Inf. Fusion 71: 28-37 (2021)
2010 – 2019
- 2018
- [i3]Bernd Malle, Nicola Giuliani, Peter Kieseberg, Andreas Holzinger:
The Need for Speed of AI Applications: Performance Comparison of Native vs. Browser-based Algorithm Implementations. CoRR abs/1802.03707 (2018) - 2017
- [c6]Bernd Malle, Peter Kieseberg, Andreas Holzinger:
DO NOT DISTURB? Classifier Behavior on Perturbed Datasets. CD-MAKE 2017: 155-173 - [c5]Bernd Malle, Nicola Giuliani, Peter Kieseberg, Andreas Holzinger:
The More the Merrier - Federated Learning from Local Sphere Recommendations. CD-MAKE 2017: 367-373 - [c4]Bernd Malle, Peter Kieseberg, Andreas Holzinger:
Interactive Anonymization for Privacy aware Machine Learning. IAL@PKDD/ECML 2017: 15-26 - [i2]Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal:
Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology. CoRR abs/1712.06657 (2017) - 2016
- [j1]Peter Kieseberg, Bernd Malle, Peter Frühwirt, Edgar R. Weippl, Andreas Holzinger:
A tamper-proof audit and control system for the doctor in the loop. Brain Informatics 3(4): 269-279 (2016) - [c3]Bernd Malle, Peter Kieseberg, Edgar R. Weippl, Andreas Holzinger:
The Right to Be Forgotten: Towards Machine Learning on Perturbed Knowledge Bases. CD-ARES 2016: 251-266 - [p2]Dragana Miljkovic, Darko Aleksovski, Vid Podpecan, Nada Lavrac, Bernd Malle, Andreas Holzinger:
Machine Learning and Data Mining Methods for Managing Parkinson's Disease. Machine Learning for Health Informatics 2016: 209-220 - [i1]Bernd Malle, Peter Kieseberg, Sebastian Schrittwieser, Andreas Holzinger:
Privacy Aware Machine Learning and the "Right to be Forgotten". ERCIM News 2016(107) (2016) - 2015
- [c2]Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal:
Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative Approach. BIRS-IMLKE 2015: 13-50 - 2014
- [c1]Andreas Holzinger, Bernd Malle, Nicola Giuliani:
On Graph Extraction from Image Data. Brain Informatics and Health 2014: 552-563 - [p1]Andreas Holzinger, Bernd Malle, Marcus D. Bloice, Marco Wiltgen, Massimo Ferri, Ignazio Stanganelli, Rainer Hofmann-Wellenhof:
On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process. Interactive Knowledge Discovery and Data Mining in Biomedical Informatics 2014: 57-80
Coauthor Index
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