A comprehensive taxonomy for explainable artificial intelligence: a systematic survey of surveys on methods and concepts
G Schwalbe, B Finzel - Data Mining and Knowledge Discovery, 2024 - Springer
In the meantime, a wide variety of terminologies, motivations, approaches, and evaluation
criteria have been developed within the research field of explainable artificial intelligence …
criteria have been developed within the research field of explainable artificial intelligence …
Human-Centered Explanations: Lessons Learned from Image Classification for Medical and Clinical Decision Making
B Finzel - KI-Künstliche Intelligenz, 2024 - Springer
To date, there is no universal explanatory method for making decisions of an AI-based
system transparent to human decision makers. This is because, depending on the …
system transparent to human decision makers. This is because, depending on the …
Domain-specific evaluation of visual explanations for application-grounded facial expression recognition
Research in the field of explainable artificial intelligence has produced a vast amount of
visual explanation methods for deep learning-based image classification in various domains …
visual explanation methods for deep learning-based image classification in various domains …
Facial Emotion Classification in Emotional Intelligence using Deep Learning Techniques
S Sharma, S Yadav - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Emotion recognition from facial expressions is relatively easy for humans, but challenging
for a machine. Emotion identification from face features is a popular application of social …
for a machine. Emotion identification from face features is a popular application of social …