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	1	A deep learning-based method for deep information extraction from multimodal data for geological reports to support geological knowledge graph construction Enthalten in Earth science informatics 8.1.2024: 1-21
	2	Natural Language Processing to Extract Meaningful Information from a Corpus of Written Knowledge in Breast Cancer: Transforming Books into Data Enthalten in Breast care Bd. 18, 2023, Nr. 3: 209-212. 4 S.
	3	From raw to big data in endurance running Zrenner, Markus. - Erlangen : FAU University Press, 2022
	4	From Raw to Big Data in Endurance Running : Application of Data Science Techniques for Knowledge Creation from Wearable Sensor Data Zrenner, Markus. - Erlangen : FAU University Press, 2022
	5	From knowledge-based to big data analytic model: a novel IoT and machine learning based decision support system for predictive maintenance in Industry 4.0 Enthalten in Journal of intelligent manufacturing 24.5.2022: 1-15
	6	Information between data and knowledge International Symposium of Information Science (16. : 2021 : Online). - Glückstadt : Verlag Werner Hülsbusch, Fachverlag für Medientechnik und -wirtschaft, [2021]
	7	Provenance in Data Science Cham : Springer International Publishing, 2021, 1st edition 2021
	8	KGML-ag: A Modeling Framework of Knowledge-Guided Machine Learning to Simulate Agroecosystems: A Case Study of Estimating N<sub>2</sub>O Emission using Data from Mesocosm Experiments Enthalten in Geoscientific model development discussions 14.10.2021: 1-29. 29 S.
	9	The Permafrost Discovery Gateway: A web platform to enable knowledge-generation from big geospatial data Liljedahl, Anna K.. - AGU, 2020
	10	Applications in Statistical Computing Cham : Springer International Publishing, 2019, 1st edition 2019

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