Bernd Malle

According to our database, Bernd Malle authored at least 13 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI.

Andreas Holzinger, Bernd Malle, Anna Saranti, Bastian Pfeifer

Inf. Fusion, 2021

2018

The Need for Speed of AI Applications: Performance Comparison of Native vs. Browser-based Algorithm Implementations.

Bernd Malle, Nicola Giuliani, Peter Kieseberg, Andreas Holzinger

CoRR, 2018

2017

Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology.

Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal

CoRR, 2017

Interactive Anonymization for Privacy aware Machine Learning.

Bernd Malle, Peter Kieseberg, Andreas Holzinger

Proceedings of the Workshop and Tutorial on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017

DO NOT DISTURB? Classifier Behavior on Perturbed Datasets.

Bernd Malle, Peter Kieseberg, Andreas Holzinger

Proceedings of the Machine Learning and Knowledge Extraction, 2017

The More the Merrier - Federated Learning from Local Sphere Recommendations.

Bernd Malle, Nicola Giuliani, Peter Kieseberg, Andreas Holzinger

Proceedings of the Machine Learning and Knowledge Extraction, 2017

2016

Machine Learning and Data Mining Methods for Managing Parkinson's Disease.

Dragana Miljkovic, Darko Aleksovski, Vid Podpecan, Nada Lavrac, Bernd Malle, Andreas Holzinger

Proceedings of the Machine Learning for Health Informatics, 2016

Privacy Aware Machine Learning and the "Right to be Forgotten".

Bernd Malle, Peter Kieseberg, Sebastian Schrittwieser, Andreas Holzinger

ERCIM News, 2016

A tamper-proof audit and control system for the doctor in the loop.

Peter Kieseberg, Bernd Malle, Peter Frühwirt, Edgar R. Weippl, Andreas Holzinger

Brain Informatics, 2016

The Right to Be Forgotten: Towards Machine Learning on Perturbed Knowledge Bases.

Bernd Malle, Peter Kieseberg, Edgar R. Weippl, Andreas Holzinger

Proceedings of the Availability, Reliability, and Security in Information Systems, 2016

2015

Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative Approach.

Andreas Holzinger, Bernd Malle, Peter Kieseberg, Peter M. Roth, Heimo Müller, Robert Reihs, Kurt Zatloukal

Proceedings of the Towards Integrative Machine Learning and Knowledge Extraction, 2015

2014

On the Generation of Point Cloud Data Sets: Step One in the Knowledge Discovery Process.

Andreas Holzinger, Bernd Malle, Marcus D. Bloice, Marco Wiltgen, Massimo Ferri, Ignazio Stanganelli, Rainer Hofmann-Wellenhof

Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014

On Graph Extraction from Image Data.

Andreas Holzinger, Bernd Malle, Nicola Giuliani

Proceedings of the Brain Informatics and Health - International Conference, 2014