Bernd Malle

Orcid: 0000-0002-0354-5132

According to our database1, Bernd Malle authored at least 13 papers between 2014 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2021
Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI.
Inf. Fusion, 2021

2018
The Need for Speed of AI Applications: Performance Comparison of Native vs. Browser-based Algorithm Implementations.
CoRR, 2018

2017
Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology.
CoRR, 2017

Interactive Anonymization for Privacy aware Machine Learning.
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.
Proceedings of the Machine Learning and Knowledge Extraction, 2017

The More the Merrier - Federated Learning from Local Sphere Recommendations.
Proceedings of the Machine Learning and Knowledge Extraction, 2017

2016
Machine Learning and Data Mining Methods for Managing Parkinson's Disease.
Proceedings of the Machine Learning for Health Informatics, 2016

Privacy Aware Machine Learning and the "Right to be Forgotten".
ERCIM News, 2016

A tamper-proof audit and control system for the doctor in the loop.
Brain Informatics, 2016

The Right to Be Forgotten: Towards Machine Learning on Perturbed Knowledge Bases.
Proceedings of the Availability, Reliability, and Security in Information Systems, 2016

2015
Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative Approach.
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.
Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014

On Graph Extraction from Image Data.
Proceedings of the Brain Informatics and Health - International Conference, 2014


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