Results 121 to 130 of about 77,058 (245)

Uncertainty Calibration in Molecular Machine Learning: Comparing Evidential and Ensemble Approaches

Chemistry – A European Journal, EarlyView.
Raw uncertainty estimates from deep evidential regression and deep ensembles are systematically miscalibrated. Post hoc calibration aligns predicted uncertainty with true errors, improving reliability and enabling efficient active learning and reducing computational cost while preserving predictive accuracy.
Bidhan Chandra Garain, Max Pinheiro Jr., Matheus de Oliveira Bispo, Mario Barbatti   +3 more
wiley   +1 more source

Asymptotic properties of cross‐classified sampling designs

Canadian Journal of Statistics, EarlyView.
Abstract We investigate the family of cross‐classified sampling designs across an arbitrary number of dimensions. We introduce a variance decomposition that enables the derivation of general asymptotic properties for these designs and the development of straightforward and asymptotically unbiased variance estimators.
Jean Rubin, Guillaume Chauvet
wiley   +1 more source

Robust organ mapped dose: using multiple image registrations to identify deformation uncertainty in radiation dose mapping. [PDF]

Phys Med Biol
Thompson C, Svensson S, Prestwich R, Pagett C, Lilley J, Murray L, Appelt A, Nix M.   +7 more
europepmc   +1 more source

Bridging Theory and Prediction: A Hybrid SEM and Machine Learning Approach to Optimize Lean Construction for Megaproject Sustainability in China

Corporate Social Responsibility and Environmental Management, EarlyView.
ABSTRACT Construction megaprojects, large‐scale, complex, and capital‐intensive, are particularly prone to inefficiencies, cost overruns, delays, and environmental degradation due to fragmented workflows, stakeholder misalignment, and resource intensity.
Abdelazim Ibrahim, Tarek Zayed, Zoubeir Lafhaj, Ahmed Maged, Ahmed Farouk Kineber, Jingchao Yang   +5 more
wiley   +1 more source

ECLARE: efficient cross-planar learning for anisotropic resolution enhancement. [PDF]

J Med Imaging (Bellingham)
Remedios SW, Wei S, Han S, Zhang J, Carass A, Schilling KG, Pham DL, Prince JL, Dewey BE.   +8 more
europepmc   +1 more source

A Computational Workflow for Cell Line Profiling by Imaging Mass Cytometry

Cytometry Part A, EarlyView.
ABSTRACT In single‐cell spatial phenotyping biology, imaging mass cytometry (IMC) stands out as a cutting‐edge, highly multiplexed technology driving discoveries across various disease areas. In vitro profiling relies on tumor‐derived cancer cell lines, known for their diverse morphologies and phenotypes.
Alexandre Bouzekri, Amanda Esch, Olga Ornatsky   +2 more
wiley   +1 more source

Impact of Varying Resuscitation Proportions of Resuscitated Patients on VA-ECMO Outcomes in the ECLS-SHOCK Trial. [PDF]

JACC Adv
Thevathasan T, Zeymer U, Freund A, Pöss J, Schneider S, Thiele H, Desch S.   +6 more
europepmc   +1 more source

Non‐stationary forest responses to hotter droughts: a temporal perspective considering the role of past legacies

Ecography, EarlyView.
Global change is altering forests worldwide, with multiple consequences for ecosystem functioning. Temporal changes in climate, and extreme, compounded weather events like hotter droughts are affecting the demography, composition and function of forests, leading to a highly uncertain future.
Xavier Serra‐Maluquer, Julen Astigarraga, César Morales-Molino, Paloma Ruiz-Benito   +3 more
wiley   +1 more source

Modified resampling strategy for extreme values in imbalanced air pollution data using moving block bootstrapping approach with relevance weighting (MBB-RW). [PDF]

Sci Rep
Muhammad M, Ul-Saufie AZ, Radi NFA, Noor NM, Gusnanto A.   +4 more
europepmc   +1 more source

bootstrap resampling

Citation: 'bootstrap resampling' in the IUPAC Compendium of Chemical Terminology, 5th ed.; International Union of Pure and Applied Chemistry; 2025. Online version 5.0.0, 2025. 10.1351/goldbook.11417 • License: The IUPAC Gold Book is licensed under Creative Commons Attribution-ShareAlike CC BY-SA 4.0 International for individual terms.
openaire   +1 more source