K. Aas

发表论文 69 篇 · 总被引 5832 次 · h-index 26

代表论文

• Explaining individual predictions when features are dependent: More accurate approximations to Shapley values (2019 · Artificial Intelligence · 被引 990)
• Predicting mortgage default using convolutional neural networks (2018 · Expert systems with applications · 被引 156)
• Deep generative models for reject inference in credit scoring (2019 · Knowledge-Based Systems · 被引 57)
• A comparative study of methods for estimating model-agnostic Shapley value explanations (2023 · Data mining and knowledge discovery · 被引 39)
• groupShapley: Efficient prediction explanation with Shapley values for feature groups (2021 · arXiv.org · 被引 39)
• Learning Latent Representations of Bank Customers With The Variational Autoencoder (2019 · Expert systems with applications · 被引 36)