878 results on '"Holzinger, Andreas"'
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2. Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning
3. Efficient Approximation of Asymmetric Shapley Values Using Functional Decomposition
4. Controllable AI - An Alternative to Trustworthiness in Complex AI Systems?
5. Human-AI Interfaces are a Central Component of Trustworthy AI
6. The ROC Diagonal is Not Layperson’s Chance: A New Baseline Shows the Useful Area
7. Machine Learning and Knowledge Extraction to Support Work Safety for Smart Forest Operations
8. Effects of Fairness and Explanation on Trust in Ethical AI
9. Towards Explainability for AI Fairness
10. xxAI - Beyond Explainable Artificial Intelligence
11. Explainable AI Methods - A Brief Overview
12. Towards a Taxonomy for Explainable AI in Computational Pathology
13. Digital Transformation for Sustainable Development Goals (SDGs) - A Security, Safety and Privacy Perspective on AI
14. Property-Based Testing for Parameter Learning of Probabilistic Graphical Models
15. The European Legal Framework for Medical AI
16. Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions
17. Image Processing and Machine Learning Techniques for Diabetic Retinopathy Detection: A Review
18. Towards a Better Understanding of the Workflows: Modeling Pathology Processes in View of Future AI Integration
19. Developments in AI and Machine Learning for Neuroimaging
20. Fuzzy Image Processing and Deep Learning for Microaneurysms Detection
21. Expectations of Artificial Intelligence for Pathology
22. The Next Frontier: AI We Can Really Trust
23. Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches
24. Insights into Learning Competence Through Probabilistic Graphical Models
25. Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation
26. KANDINSKY Patterns as IQ-Test for Machine Learning
27. Machine Learning for Family Doctors: A Case of Cluster Analysis for Studying Aging Associated Comorbidities and Frailty
28. Privacy-Enabled Smart Home Framework with Voice Assistant
29. Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs
30. Explainable AI: The New 42?
31. Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI
32. Feedback Matters! Predicting the Appreciation of Online Articles A Data-Driven Approach
33. Teaming up with Artificial Intelligence: The Human in the Loop of Serious Game Pathfinding Algorithms
34. Machine Learning and Knowledge Extraction in Digital Pathology Needs an Integrative Approach
35. Towards Integrative Machine Learning and Knowledge Extraction
36. Convolutional and Recurrent Neural Networks for Activity Recognition in Smart Environment
37. The More the Merrier - Federated Learning from Local Sphere Recommendations
38. Human Activity Recognition Using Recurrent Neural Networks
39. Ambient Assisted Living Technologies from the Perspectives of Older People and Professionals
40. On the Challenges and Opportunities in Visualization for Machine Learning and Knowledge Extraction: A Research Agenda
41. DO NOT DISTURB? Classifier Behavior on Perturbed Datasets
42. IT in Biology & Medical Informatics: On the Challenge of Understanding the Data Ecosystem
43. Dimensionality Reduction for Exploratory Data Analysis in Daily Medical Research
44. Users’ Perceptions and Attitudes Towards Smart Home Technologies
45. The Right to Be Forgotten: Towards Machine Learning on Perturbed Knowledge Bases
46. Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to Solve the Traveling Salesman Problem with the Human-in-the-Loop Approach
47. Tumor Growth Simulation Profiling
48. Integrating Open Data on Cancer in Support to Tumor Growth Analysis
49. Ontology-Guided Principal Component Analysis: Reaching the Limits of the Doctor-in-the-Loop
50. A Tutorial on Machine Learning and Data Science Tools with Python
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