Mathias Kraus

Deep learning for affective computing: Text-based emotion recognition in decision support

Bernhard Kratzwald, Suzana Ilić, Mathias Kraus et al. · Decision Support Systems · 2018 · 332 citations · Full text

Cognitive Science, Engineering, Machine Learning +13

Decision support from financial disclosures with deep neural networks and transfer learning

Mathias Kraus, Stefan Feuerriegel · Decision Support Systems · 2017 · 298 citations · Full text

Deep Neural Networks, Engineering, Financial Disclosures +9

Cheap talk and cherry-picking: What ClimateBert has to say on corporate climate risk disclosures

Julia Bingler, Mathias Kraus, Markus Leippold et al. · Finance research letters · 2022 · 239 citations · Full text

Cheap Talk, Language Model Bert, Integrated Reporting +22

Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences

Mathias Kraus, Stefan Feuerriegel · Decision Support Systems · 2019 · 132 citations · Full text

Artificial Intelligence, Forecasting Methodology, Engineering +20

CLIMATEBERT: A Pretrained Language Model for Climate-Related Text

Nicolas Webersinke, Mathias Kraus, Julia Bingler et al. · SSRN Electronic Journal · 2022 · 130 citations · Full text