Ribana Roscher

A survey of uncertainty in deep neural networks

Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali et al. · Artificial Intelligence Review · 2023 · 1K citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +18

Explainable Machine Learning for Scientific Insights and Discoveries

Ribana Roscher, Bastian Bohn, Marco F. Duarte et al. · IEEE Access · 2020 · 919 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

A Survey of Uncertainty in Deep Neural Networks

Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali et al. · arXiv (Cornell University) · 2021 · 242 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +14

Counting of grapevine berries in images via semantic segmentation using convolutional neural networks

Laura Zabawa, Anna Kicherer, Lasse Klingbeil et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 126 citations · Full text

Botany, Convolutional Neural Networks, Agricultural Economics +2

Automated image analysis framework for high-throughput determination of grapevine berry sizes using conditional random fields

Ribana Roscher, Katja Herzog, Annemarie Kunkel et al. · Computers and Electronics in Agriculture · 2013 · 87 citations · Full text

Plant Analysis, Precision Agriculture, Engineering +10