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Papers matching “data-driven clustering” 61

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Potential Value of Identifying Type 2 Diabetes Subgroups for Guiding Intensive Treatment: A Comparison of Novel Data-Driven Clustering With Risk-Driven Subgroups
2023 Diabetes Care article Medicine Diabetes Treatment and Management Open access

Xinyu Li, Anoukh van Giessen, James Altunkaya, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, +4 more

8

citations
Data-Driven Phenotyping of Central Disorders of Hypersomnolence With Unsupervised Clustering
2022 Neurology article Neuroscience Sleep and Wakefulness Research Open access

Sebastiaan Overeem, Rosa Peraita‐Adrados, Raphael C. Heinzer, Anna Heidbreder, Eva Feketeová, Mauro Manconi, +3 more

62

citations
Unsupervised clustering of central hypersomnolence disorders enables data-driven phenotyping: toward more reliable diagnostic criteria
2022 Sleep Medicine article Psychology Sleep and related disorders

Jari K. Gool, Zhihong Zhang, Stephanie Mathias, Yves A Dauvilliers, Geert Mayer, Giuseppe Plazzi, +21 more

0

citations
Trajectories of clinical characteristics, complications and treatment choices in data-driven subgroups of type 2 diabetes
2024 Diabetologia article Medicine Diabetes Treatment and Management Open access

Xinyu Li, Louise A. Donnelly, Roderick C. Slieker, Joline W. J. Beulens, Leen M. ‘t Hart, Petra J. M. Elders, +4 more

11

citations
A data-driven framework for predicting solar rooftop adoption in Germany based on open-source data
2025 Energy Informatics article Energy Renewable Energy and Sustainability Open access

Kaan Duran, Antonello Monti

3

citations
Perspectives on data-driven models and its potentials in metal forming and blanking technologies
2022 Production Engineering article Engineering Metal Forming Simulation Techniques Open access

Mathias Liewald, Thomas Bergs, Peter Groche, Bernd‐Arno Behrens, David Briesenick, Philipp Niemietz, +2 more

63

citations
Obey validity limits of data-driven models through topological data analysis and one-class classification
2021 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access

Artur M. Schweidtmann, Jana M. Weber, Linus Netze, Alexander Mitsos

57

citations
Families and clusters of diffuse interstellar bands: a data-driven correlation analysis
2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysics and Star Formation Studies Open access

Haoyu Fan, Madison Schwartz, Amin Farhang, N. L. J. Cox, P. Ehrenfreund, A. Monreal‐Ibero, +6 more

0

citations
Data-Driven Regionalization of Decarbonized Energy Systems for Reflecting Their Changing Topologies in Planning and Optimization
2020 Energies article Engineering Integrated Energy Systems Optimization Open access

Martin Kueppers, Christian Perau, Marco Franken, Hans Joerg Heger, Matthias Huber, Michael Metzger, +1 more

11

citations
Delineating morbidity patterns in preterm infants at near-term age using a data-driven approach
2024 BMC Pediatrics article Medicine Neonatal Respiratory Health Research Open access

Octavia-Andreea Ciora, Tanja Seegmüller, Theresa Wirth, Friederike Häfner, Sophia Stoecklein, Andreas Walter Flemmer, +6 more

4

citations
Data-driven approach on estimating the minimum required supply temperature for building heating systems: method development, extended application evaluation and sensitivity analysis
2025 Journal of Building Performance Simulation article Engineering Building Energy and Comfort Optimization

Sascha Johnen, Philipp Althaus, Jan Stock, André Xhonneux, Dirk Müller

2

citations
Rotational evolution of young-to-old stars with data-driven three-dimensional wind models
2023 Monthly Notices of the Royal Astronomical Society Letters article Physics and Astronomy Stellar, planetary, and galactic studies Open access

Dag Evensberget, A. A. Vidotto

6

citations
Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical nonequilibrium
2023 Physical Review Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access

Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi

17

citations
Propagating data-driven galaxy redshift distribution uncertainties in 3 × 2-pt analyses
2026 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Cosmology and Gravitation Theories Open access

Jaime Ruiz-Zapatero, Qianjun Hang, Yun-Hao Zhang, Benjamin Joachimi, Joe Zuntz, I. Harrison, +3 more

0

citations
Monitoring and tracking of a suspension railway based on data-driven methods applied to inertial measurements
2021 Mechanical Systems and Signal Processing article Engineering Structural Health Monitoring Techniques

Daniel Frank Hesser, Kubilay Altun, Bernd A. Markert

32

citations
Enhancing fracture network characterization: A data-driven, outcrop-based analysis
2022 Computers and Geotechnics article Environmental Science Groundwater flow and contamination studies Open access

Weiwei Zhu, Xupeng He, Ryan Santoso, Gang Lei, Tadeusz W. Patzek, Moran Wang

28

citations
Data-driven subphenotyping of severe ARDS patients requiring VV-ECMO
2026 Frontiers in Digital Health article Medicine Respiratory Support and Mechanisms Open access

Micha Landoll, Stephan Eric Straßmann, Wolfram Windisch, Ulrich Steinseifer, Andreas Schuppert, Michael Neidlin, +1 more

0

citations
Direct data-driven algorithms for multiscale mechanics
2024 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Erik Prume, Christian Gierden, M. Ortíz, Stefanie Reese

17

citations
Hybrid knowledge- and data-driven modelling for robust spike detection and sorting in human C-fiber microneurography
2026 Scientific Reports article Neuroscience Neuroscience and Neural Engineering Open access

Alina Troglio, Andrea Fiebig, Anna Maxion, Ekaterina Kutafina, Barbara Namer

0

citations
Clinical heterogeneity in chronic inflammatory demyelinating polyneuropathy: data-driven subtypes challenge current classification
2026 Journal of Neurology article Medicine Peripheral Neuropathies and Disorders Open access

Paula Quint, Felix Kohle, Menekse Oeztuerk, Jeremias Motte, Anna-Lena Fisse, Frauke Stascheit, +20 more

0

citations
Data-driven framework for input/output lookup tables reduction: Application to hypersonic flows in chemical non-equilibrium
2022 RWTH Publications (RWTH Aachen) article Physics and Astronomy Model Reduction and Neural Networks Open access

Clément Scherding, Georgios Rigas, Denis Sipp, Peter J. Schmid, Taraneh Sayadi

1

citations
Statistical Learning of Nonlinear Stochastic Differential Equations from Nonstationary Time Series using Variational Clustering
2022 Multiscale Modeling and Simulation article Earth and Planetary Sciences Meteorological Phenomena and Simulations

Vyacheslav Boyko, Sebastian Krumscheid, Nikki Vercauteren

4

citations
Clustering of red sequence galaxies in the fourth data release of the Kilo-Degree Survey
2023 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Mohammadjavad Vakili, Henk Hoekstra, Maciej Bilicki, Maria Cristina Fortuna, Konrad H. Kuijken, Angus H. Wright, +9 more

15

citations
Konzept zur selektiven Modelladaption durch Clustering von Prozessdaten
2023 Zeitschrift für wirtschaftlichen Fabrikbetrieb article Engineering Fault Detection and Control Systems

Christian Brecher, Nils Frenkel, Vincent Lohrmann, Janis Ochel, Anton Strachkov, Marian Wiesch, +1 more

1

citations
Modern Learning from Big Data in Critical Care: Primum Non Nocere
2022 Neurocritical Care article Computer Science Machine Learning in Healthcare Open access

Benjamin Yaël Gravesteijn, Ewout Willem Steyerberg, Hester Floor Lingsma

11

citations