Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations
The local explanation provides heatmaps on images to explain how Convolutional Neural
Networks (CNNs) derive their output. Due to its visual straightforwardness, the method has …
Networks (CNNs) derive their output. Due to its visual straightforwardness, the method has …
Group Fairness in Case-Based Reasoning
There has been a significant recent interest in algorithmic fairness within data-driven
systems. In this paper, we consider group fairness within Case-based Reasoning. Group …
systems. In this paper, we consider group fairness within Case-based Reasoning. Group …
Addressing Underestimation Bias in CBR Through Case-Base Maintenance
W Blanzeisky, P Cunningham - International Conference on Case-Based …, 2023 - Springer
The knowledge containers perspective on CBR suggests that bias and fairness issues can
be addressed in a number of different ways. In this paper we assess the use of case-base …
be addressed in a number of different ways. In this paper we assess the use of case-base …