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Christian Haertel
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Toward A Lifecycle for Data Science: A Literature Review of Data Science Process Models
C Haertel, M Pohl, A Nahhas, D Staegemann, K Turowski
122022
A Literature Review on the Challenges of Applying Test-Driven Development in Software Engineering
D Staegemann, M Volk, M Perera, C Haertel, M Pohl, C Daase, ...
Complex Systems Informatics and Modeling Quarterly, 18-28, 2022
92022
Following the Digital Thread–A Cloud-Based Observation
C Daase, C Haertel, A Nahhas, M Volk, H Steigerwald, A Ramesohl, ...
Procedia Computer Science 217, 1867-1876, 2023
82023
Project Artifacts for the Data Science Lifecycle: A Comprehensive Overview
C Haertel, M Pohl, D Staegemann, K Turowski
2022 IEEE International Conference on Big Data (Big Data), 2645-2654, 2022
62022
On the Integration of Google Cloud and SAP HANA for Adaptive Supply Chain in Retailing
A Nahhas, C Haertel, C Daase, M Volk, A Ramesohl, H Steigerwald, ...
Procedia Computer Science 217, 1857-1866, 2023
52023
A Survey of Technology Selection Approaches in Data Science Projects
C Haertel, M Pohl, A Nahhas, D Staegemann, K Turowski
22023
Identifying Guidelines for Test-Driven Development in Software Engineering—A Literature Review
D Staegemann, M Volk, M Pohl, C Haertel, J Hintsch, K Turowski
Proceedings of Seventh International Congress on Information and …, 2023
22023
Facilitating the Decentralisation of Software Development Projects from a Project Management Perspective: A Literature Review.
S Timmermann, D Staegemann, M Volk, M Pohl, C Haertel, J Hintsch, ...
FEMIB, 22-34, 2022
22022
Methodological Case Study Approach for Detecting Business Model Enablers in Copycat Ventures
C Haertel, M Pohl, S Bosse, R Häusler, A Nahhas, D Staegemann, M Volk, ...
International Journal of Organizational and Collective Intelligence (IJOCI …, 2021
22021
Value Creation from Data Science Applications-A Literature Review
M Pohl, C Haertel, K Turowski
International Conference on Business Informatics Research, 327-338, 2023
12023
Data Science Methodology
M Pohl, C Haertel, D Staegemann, K Turowski
Encyclopedia of Data Science and Machine Learning, 1201-1214, 2023
12023
A Holistic View of Adaptive Supply Chain in Retailing Industry.
C Haertel, A Nahhas, C Daase, M Volk, K Turowski
AMCIS, 2022
12022
Imitation Learning Based on Deep Reinforcement Learning for Solving Scheduling Problems
A Nahhas, A Kharitonov, C Haertel, K Turowski
2024
MLOps in Data Science Projects: A Review
C Haertel, D Staegemann, C Daase, M Pohl, A Nahhas, K Turowski
2023 IEEE International Conference on Big Data (BigData), 2396-2404, 2023
2023
An Overview of the Approaches for Generating Test Data in the Context of the Quality Assurance of Big Data Applications
D Staegemann, M Pohl, C Haertel, C Daase, M Abdallah, K Turowski
2023 17th International Conference on Signal-Image Technology & Internet …, 2023
2023
Data Valuation Methods-A Literature Review
M Pohl, C Haertel, D Staegemann, K Turowski
2023
Toward Standardization and Automation of Data Science Projects: MLOps and Cloud Computing as Facilitators
C Haertel, C Daase, D Staegemann, A Nahhas, M Pohl, K Turowski
2023
The Linkage to Business Goals in Data Science Projects
M Pohl, C Haertel, D Staegemann, K Turowski
2023
Achieving Competitive Advantages Through Situation-Aware Big Data Engineering–When (Not) to Use Test Driven Development
D Staegemann, M Volk, M Pohl, C Haertel, N Jamous, K Turowski
2023
Full Paper: Contrasting the Necessary Skills of Leaders in Classical and Agile Software Development
D Staegemann, N Schröder, C Daase, C Haertel, M Pohl, R Häusler, ...
2023
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