Sentence examples for predictive modeling approaches from inspiring English sources
It is expected that, with the rapid advancement of computational power, combining high-fidelity characterization with physics-based computations will lead to more predictive modeling approaches.
Machine learning-based predictive modeling approaches are well-powered to make the most of the exciting functional and genetic screens toward revealing hidden genetic variants and their interactions behind cancer and other complex phenotypes.
I am looking forward to continue working on multivariate image analysis and predictive modeling approaches to help better understand early biomarkers for human disease indirectly through mouse models, as well as directly.
The predictive modeling approaches for this research include artificial neural networks, decision trees, simple probabilistic classifiers, and ensembles.
Elements of such workflows, designed to support predictive modeling approaches as part of EPA's ToxCast and ExpoCast programs, are currently being surfaced through the Dashboard.
Additionally, Sajdak et al. [127] applied predictive modeling approaches and showed correlations between residual biomass and the parameters of crown diameter or stem DBH, which could be derived from remotely sensed individual trees.
The predictive model approach presented in this study is quite satisfactory in predicting surface roughness results during hard turning of AISI 52100 steel.
When combined with predictive modeling, such approaches drastically accelerate adaptive coating developments.
Conventional predictive ML modeling approaches require manual feature engineering of materials representation to incorporate domain knowledge in the model inputs.
We then discuss more exploratory approaches for HTE, particularly the family of predictive risk modeling approaches, with some detail on classification and regression tree (CART) analysis.
The goal of his research is to provide predictive models and approaches to aid in the management of ecosystems.
