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Papers matching “data handling” 699

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Handling missing values in patient-reported outcome data in the presence of intercurrent events
2025 BMC Medical Research Methodology article Mathematics Statistical Methods and Bayesian Inference Open access

Doranne Thomassen, Satrajit Roychoudhury, Cecilie Delphin Amdal, Dries Reynders, Jammbe Z. Musoro, Willi Sauerbrei, +31 more

11

citations
Complying With Data Handling Requirements in Cloud Storage Systems
2020 IEEE Transactions on Cloud Computing article Computer Science Cloud Data Security Solutions Open access

Martin Henze, Roman Matzutt, Jens Hiller, Erik Mühmer, Jan Henrik Ziegeldorf, Johannes van der Giet

18

citations
Enhancing Digital Infrastructures and Data Handling Practices for Single Specimen Barcoding - the 2024 BGE Barcoding Hackathon
2025 preprint Environmental Science Environmental DNA in Biodiversity Studies Open access

Rutger Aldo Vos, Kessy Abarenkov, Jireh R. A. Agda, Josh Agda, Ruud Altenburg, Sarah J. Bourlat, +17 more

1

citations
Handling missing covariate data in clinical studies in haematology
2023 Best Practice & Research Clinical Haematology article Mathematics Statistical Methods and Bayesian Inference Open access

Edouard F. Bonneville, Johannes Schetelig, Hein Putter, Liesbeth C. de Wreede

13

citations
Handling Missing Data in Principal Component Analysis Using Multiple Imputation
2023 Methodology of educational measurement and assessment book-chapter Mathematics Statistical Methods and Bayesian Inference Open access

Joost R. van Ginkel

15

citations
Reproducibility and efficiency in handling complex neurophysiological data
2021 e-Neuroforum article Computer Science Research Data Management Practices Open access

Michael Denker, Sonja Grün, Thomas Wächtler, Hansjörg Scherberger

6

citations
Case-centric event data for an order handling process
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Business, Management and Accounting Business Process Modeling and Analysis Open access

Wil M. P. van der Aalst

0

citations
Case-centric event data for an order handling process
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Business, Management and Accounting Business Process Modeling and Analysis Open access

Wil M. P. van der Aalst

0

citations
A cautionary note on the use of the missing indicator method for handling missing data in prediction research
2020 Journal of Clinical Epidemiology article Mathematics Statistical Methods and Bayesian Inference Open access

Maarten van Smeden, Rolf H. H. Groenwold, Karel G.M. Moons

32

citations
Identifying User Preferences of Data Handling Using Assisting Technologies
2022 International Conference on PErvasive Technologies Related to Assistive Environments (PETRA) conference-paper Social Sciences Technology Use by Older Adults

Julia Offermann, Wiktoria Wilkowska, Martina Ziefle

0

citations
Object-Centric Event Data for Order Handling (Minimal Example)
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Business, Management and Accounting Business Process Modeling and Analysis Open access

Wil M. P. van der Aalst

0

citations
Object-Centric Event Data for Order Handling (Minimal Example)
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Business, Management and Accounting Business Process Modeling and Analysis Open access

Wil M. P. van der Aalst

0

citations
Visual Ambient Assisted Living Technologies for Different Daily Activities: Users’ Requirements and Data Handling Preferences
2023 Lecture notes in computer science conference-paper Social Sciences Technology Use by Older Adults

Julia Offermann, Caterina Maidhof, Martina Ziefle

0

citations
Observational study of missing SOFA score data frequency in RCTs relative to ICU length of stay
2024 Scientific Reports article Medicine Sepsis Diagnosis and Treatment Open access

Denise Molinnus, Michael Beulertz, Johannes Bickenbach, Gernot Marx, Carina Benstoem

5

citations
The impact of missing data on the validity and applicability of the SOFA score to predict mortality – a secondary analysis of a systematic review
2024 Research Square preprint Medicine Sepsis Diagnosis and Treatment Open access

Denise Molinnus, Michael Beulertz, Johannes Bickenbach, Gernot Marx, Carina Benstöm

0

citations
A Novel Hybrid Machine Learning Algorithm for Limited and Big Data Modeling With Application in Industry 4.0
2020 IEEE Access article Engineering Control Systems and Identification Open access

Hamid Khayyam, Ali Jamali, Alireza Bab‐Hadiashar, Thomas Esch, Seeram Ramakrishna, Mahdi Jalili, +1 more

69

citations
High‐dimensional flow cytometry data: goldmine or fool's gold?
2024 Cytometry Part A article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Paula Niewold

1

citations
Impact of a Data-driven Teaching Approach on 9th Graders Conceptual Understanding of Machine Learning
2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Social Sciences Science Education and Pedagogy Open access

Erik Marx, Thiemo Leonhardt, Nadine Bergner

0

citations
Cognitive data harmonization manual: A project of the Netherlands Consortium of Dementia Cohorts
2025 Zenodo (CERN European Organization for Nuclear Research) other Medicine Dementia and Cognitive Impairment Research Open access

0

citations
Diagnostic Expert Advisor: A platform for developing machine learning models on medical time-series data
2023 SoftwareX software-paper Computer Science Machine Learning in Healthcare Open access

Richard Polzin, Sebastian Johannes Fritsch, Konstantin Sharafutdinov, Gernot Marx, Andreas Schuppert

3

citations
Real-life data-driven model predictive control for building energy systems comparing different machine learning models
2024 Energy and Buildings article Engineering Building Energy and Comfort Optimization Open access

Phillip Stoffel, Max Berktold, Dirk Müller

71

citations
Lifestyle Risk Score for aggregating multiple lifestyle factors: Handling missingness of individual lifestyle components in meta-analysis of gene-by-lifestyle interactions
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

Hanfei Xu, Karen Schwander, Wenyi Wang, R. J. Waken, Eric Boerwinkle, L. Adrienne Cupples, +11 more

0

citations
Connected, Digitalized Welding Production—Secure, Ubiquitous Utilization of Data Across Process Layers
2020 Advanced structured materials book-chapter Engineering Digital Transformation in Industry

Samuel Mann, Jan Pennekamp, Tobias Brockhoff, Mahsa Pourbafrani, Lukas Oster, Merih Seran Uysal, +4 more

7

citations
Model improvement through real data connection for Virtual commissioning in ramp-up management of scalable production systems
2021 Procedia CIRP article Engineering Flexible and Reconfigurable Manufacturing Systems Open access

Achim Kampker, Saskia Wessel, Simon Heine, Andreas Mayr, Alexander M. Kuhn

8

citations
Crowdsourcing multiverse analyses to explore the impact of different data-processing and analysis decisions: A tutorial.
2025 Psychological Methods article Mathematics Statistical Methods and Bayesian Inference Open access

Tom Heyman, Ekaterina Pronizius, Savannah C Lewis, Oguz Ali Acar, Matus Adamkovic, Ettore Ambrosini, +57 more

2

citations