Meike Nauta

Causal Discovery with Attention-Based Convolutional Neural Networks

Meike Nauta, Doina Bucur, Christin Seifert · Machine Learning and Knowledge Extraction · 2019 · 237 citations · Full text

Artificial Intelligence, Cognitive Science, Engineering +15

PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification

Meike Nauta, Jörg Schlötterer, Maurice van Keulen et al. · 2023 · 86 citations

Uncovering and Correcting Shortcut Learning in Machine Learning Models for Skin Cancer Diagnosis

Meike Nauta, Ricky Walsh, Adam Dubowski et al. · Diagnostics · 2021 · 63 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +26

Benchmarking eXplainable AI - A Survey on Available Toolkits and Open Challenges

Phuong Le, Meike Nauta, Van Bach Nguyen et al. · 2023 · 23 citations · Full text

Artificial Intelligence, Explanation Quality, Machine Learning +16

Neural Prototype Trees for Interpretable Fine-grained Image Recognition

Meike Nauta, Ron van Bree, Christin Seifert · 2021 · 14 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +20