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Understanding overfitting in random forest for probability estimation: a visualization and simulation study2024 Diagnostic and Prognostic Research article Mathematics Statistical Methods and Inference Open access
Lasai Barreñada, Paula Dhiman, Dirk Timmerman, Anne‐Laure Boulesteix, Ben Van Calster
150citations -
Probability Estimation of Uncertain Process Trace Realizations2022 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access
Marco Pegoraro, Bianka Bakullari, Merih Seran Uysal, Wil M. P. van der Aalst
7citations -
Correction: Understanding overfitting in random forest for probability estimation: a visualization and simulation study2025 Diagnostic and Prognostic Research erratum Mathematics Statistical Methods and Inference Open access
Lasai Barreñada, Paula Dhiman, Dirk Timmerman, Anne‐Laure Boulesteix, Ben Van Calster
0citations -
Sampling via Stochastic Interpolants by Langevin-based Velocity and Initialization Estimation in Flow ODEs2026 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access
Chenguang Duan, Yuling Jiao, Gabriele Steidl, Christian Wald, Jerry Zhijian Yang, Ruizhe Zhang
0citations -
Estimating the Probability Density Function of New Fabrics for Fabric Anomaly Detection2021 International Conference on Pattern Recognition Applications and Methods conference-paper Engineering Industrial Vision Systems and Defect Detection Open access
Oliver Rippel, Maximilian J. Müller, Andreas Münkel, Thomas Gries, Dorit Merhof
4citations -
Non-parametric estimation of the generalized past entropy function under α -mixing sample2025 Probability in the Engineering and Informational Sciences article Mathematics Statistical Distribution Estimation and Applications Open access
Radhakumari Maya, M. R. Irshad, Francesco Buono, Maria Longobardi
0citations