Follow
Mathias Kraus
Mathias Kraus
Professor for Explainable AI, University of Regensburg
Verified email at informatik.uni-regensburg.de - Homepage
Title
Cited by
Cited by
Year
Deep learning for affective computing: Text-based emotion recognition in decision support
B Kratzwald, S Ilić, M Kraus, S Feuerriegel, H Prendinger
Decision support systems 115, 24-35, 2018
324*2018
Decision support from financial disclosures with deep neural networks and transfer learning
M Kraus, S Feuerriegel
Decision Support Systems 104, 38-48, 2017
3192017
Deep learning in business analytics and operations research: Models, applications and managerial implications
M Kraus, S Feuerriegel, A Oztekin
European Journal of Operational Research 281 (3), 628-641, 2020
3152020
Cheap talk and cherry-picking: What ClimateBert has to say on corporate climate risk disclosures
JA Bingler, M Kraus, M Leippold, N Webersinke
Finance Research Letters 47, 102776, 2022
1432022
Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences
M Kraus, S Feuerriegel
Decision Support Systems 125, 113100, 2019
1162019
Climatebert: A pretrained language model for climate-related text
N Webersinke, M Kraus, JA Bingler, M Leippold
arXiv preprint arXiv:2110.12010, 2021
752021
Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees
M Kraus, S Feuerriegel
Expert Systems with Applications 118, 65-79, 2019
742019
Cascade-LSTM: A tree-structured neural classifier for detecting misinformation cascades
F Ducci, M Kraus, S Feuerriegel
(KDD '20) Proceedings of the 26th ACM SIGKDD International Conference on …, 2020
332020
AttDMM: An Attentive Deep Markov Model for Risk Scoring in Intensive Care Units
Y Oezyurt, M Kraus, T Hatt, S Feuerriegel
(KDD '21) Proceedings of the 27th ACM SIGKDD International Conference on …, 2021
272021
Towards wearable-based hypoglycemia detection and warning in diabetes
M Maritsch, S Föll, V Lehmann, C Bérubé, M Kraus, S Feuerriegel, ...
Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing …, 2020
262020
Towards climate awareness in NLP research
D Hershcovich, N Webersinke, M Kraus, JA Bingler, M Leippold
(EMNLP '22) Proceedings of the 2022 Conference on Empirical Methods in …, 2022
222022
Anomaly detection for industrial quality assurance: A comparative evaluation of unsupervised deep learning models
J Zipfel, F Verworner, M Fischer, U Wieland, M Kraus, P Zschech
Computers & Industrial Engineering 177, 109045, 2023
212023
Enhancing Large Language Models with Climate Resources
M Kraus, JA Bingler, M Leippold, T Schimanski, CC Senni, D Stammbach, ...
arXiv preprint arXiv:2304.00116, 2023
192023
Improving heart rate variability measurements from consumer smartwatches with machine learning
M Maritsch, C Bérubé, M Kraus, V Lehmann, T Züger, S Feuerriegel, ...
Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019
192019
ChatClimate: Grounding conversational AI in climate science
SA Vaghefi, D Stammbach, V Muccione, J Bingler, J Ni, M Kraus, S Allen, ...
Communications Earth & Environment 4 (1), 480, 2023
172023
A Dataset for Detecting Real-World Environmental Claims
D Stammbach, N Webersinke, JA Bingler, M Kraus, M Leippold
(ACL '23) Annual Meeting of the Association for Computational Linguistics, 2022
162022
Cheap talk in corporate climate commitments: The effectiveness of climate initiatives
J Bingler, M Kraus, M Leippold, N Webersinke
Swiss Finance Institute Research Paper, 2022
142022
Cheap talk in corporate climate commitments: The role of active institutional ownership, signaling, materiality, and sentiment
JA Bingler, M Kraus, M Leippold, N Webersinke
Swiss Finance Institute Research Paper Series, 2022
132022
Bringing advanced analytics to manufacturing: a systematic mapping
H Wolf, R Lorenz, M Kraus, S Feuerriegel, TH Netland
IFIP International Conference on Advances in Production Management Systems …, 2019
132019
Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequence Matching
M Kraus, S Feuerriegel
(KDD '19) Proceedings of the 25th ACM SIGKDD International Conference on …, 2019
132019
The system can't perform the operation now. Try again later.
Articles 1–20