„Data-Driven Methods“

Suchergebnisse

1.000+ Treffer

• The role of optimization in some recent advances in data-driven decision-making
  Baardman, Lennart ; Cristian, Rares ; Perakis, Georgia ; Singhvi, Divya ; Lami, Omar Skali ; Thayaparan, Leann
• DSL4DPiFS – a graphical notation to model data pipeline deployment in forming systems
  Vogel-Heuser, Birgit ; Zhang, Mingxi ; Krüger, Marius ; Vicaria, Alejandra ; Gardill, Markus ; Jiang, Yuyao ; Trächtler, Ansgar ; Peters, Henning ; Liewald, Mathias ; Schenek, Adrian ; Heinzelmann, Pascal ; Weyrich, Michael
• Sentiment analysis methods for understanding large-scale texts: a case for using continuum-scored words and word shift graphs
  Reagan, Andrew J. ; Danforth, Christopher M. ; Tivnan, Brian ; Williams, Jake Ryland ; Dodds, Peter Sheridan
• An Appearance Data‐Driven Model Visualizes Cell State and Predicts Mesenchymal Stem Cell Regenerative Capacity (Small Methods 8/2022)
  Wu, Di ; Zhao, Lu ; Sui, Bingdong ; Tan, Lingping ; Lu, Lu ; Mao, Xueli ; Liao, Guiqing ; Shi, Songtao ; Cao, Yang ; Yang, Xiaobao ; Kou, Xiaoxing
• High‐Speed Atomic Force Microscopy: Large‐Range HS‐AFM Imaging of DNA Self‐Assembly through In Situ Data‐Driven Control (Small Methods 7/2019)
  Nievergelt, Adrian P. ; Kammer, Christoph ; Brillard, Charlène ; Kurisinkal, Eva ; Bastings, Maartje M. C. ; Karimi, Alireza ; Fantner, Georg E.
• Use of quantitative angiographic methods with a data-driven model to evaluate reperfusion status (mTICI) during thrombectomy
  Shiraz Bhurwani, Mohammad Mahdi ; Snyder, Kenneth V. ; Waqas, Muhammad ; Mokin, Maxim ; Rava, Ryan A. ; Podgorsak, Alexander R. ; Chin, Felix ; Davies, Jason M. ; Levy, Elad I. ; Siddiqui, Adnan H. ; Ionita, Ciprian N.
• Data-driven robust optimization
  Bertsimas, Dimitris ; Gupta, Vishal ; Kallus, Nathan
• Unified Framework of Control and Detection – Applications to Fault Diagnosis, Tolerant Control, and Secure CPSs
  Ding, Steven X. 2026 Springer
• Data-driven stochastic 3D modeling of the nanoporous binder-conductive additive phase in battery cathodes
  Gräfensteiner, Phillip ; Osenberg, Markus ; Hilger, André ; Bohn, Nicole ; Binder, Joachim R. ; Manke, Ingo ; Schmidt, Volker ; Neumann, Matthias
• Nonlinear Optimization Methods for Data Driven Computational Mechanics
  Lange, Senta 2025 Gottfried Wilhelm Leibniz Universität Hannover
• Emulation of Complex Fluid Flows – Projection-Based Reduced-Order Modeling and Machine Learning
  Wang, Xingjian ; Yang, Vigor 2026 De Gruyter
• A Data-Driven Particle Filter Approach for System-Level Prediction of Remaining Useful Life
  Diaz-Gonzalez, Abel ; Coursey, Austin ; Quinones-Grueiro, Marcos ; Biswas, Gautam 2025 Schloss Dagstuhl – Leibniz-Zentrum für Informatik
• Data-Driven RUL Prediction Using Performance Metrics (Short Paper)
  Diaz-Gonzalez, Abel ; Coursey, Austin ; Quinones-Grueiro, Marcos ; Kulkarni, Chetan S. ; Biswas, Gautam 2024 Schloss Dagstuhl – Leibniz-Zentrum für Informatik
• Prediction of hydro-suction dredging depth using data-driven methods
  Mahdavi-Meymand, Amin ; Zounemat-Kermani, Mohammad ; Qaderi, Kourosh
• Short-term real-time prediction of total number of reported COVID-19 cases and deaths in South Africa: a data driven approach
  Reddy, Tarylee ; Shkedy, Ziv ; Janse van Rensburg, Charl ; Mwambi, Henry ; Debba, Pravesh ; Zuma, Khangelani ; Manda, Samuel
• Not there yet: using data-driven methods to predict who becomes costly among low-cost patients with type 2 diabetes
  Lauffenburger, Julie C. ; Mahesri, Mufaddal ; Choudhry, Niteesh K.
• Data driven decision making to characterize clinical personas of parents of children with cystic fibrosis: a mixed methods study
  Szczesniak, Rhonda D. ; Pestian, Teresa ; Duan, Leo L. ; Li, Dan ; Stamper, Sophia ; Ferrara, Brycen ; Kramer, Elizabeth ; Clancy, John P. ; Grossoehme, Daniel
• Advancing mixed-integer programming using data-driven and deduction-based methods
  Chmiela, Antonia ; Pokutta, Sebastian ; Dadush, Daniel 2025 Technische Universität Berlin
• Unweighted regression models perform better than weighted regression techniques for respondent-driven sampling data: results from a simulation study
  Avery, Lisa ; Rotondi, Nooshin ; McKnight, Constance ; Firestone, Michelle ; Smylie, Janet ; Rotondi, Michael
• A systematic review of the clinical application of data-driven population segmentation analysis
  Yan, Shi ; Kwan, Yu Heng ; Tan, Chuen Seng ; Thumboo, Julian ; Low, Lian Leng