Sentence examples for models with prior from inspiring English sources

Although studies of data-driven computational models, with prior knowledge of individual systems, have greatly advanced the understanding of such emerging phenomena, we remain unequipped to accurately detect and predict tipping points prior to critical transitions [2].

In principle, we could have considered many other forms of generative model, such as models with prior beliefs about continuous acceleration (Bennett et al. 2010).

Diagnosis-based models tend to identify people with more 'manageable' diseases; models with prior expenditures are more likely to identify people with higher expenditures.

The state of the art is to build gene models with prior similarity evidence coupled with RNAseq data for a comprehensive set of gene predictions.

There was a large increase in total expenditures, drug expenditures, and top/bottom expenditures ratios from model 1 to model 2, and from model 2 to model 3; two models with prior expenditures stayed relatively the same.

Instruction that engages both auditory and visual channels, for example, presenting plant images simultaneously with text or narration, provides more opportunities for the learner to engage with botanical instruction, allows the learner to build robust mental models, and supports the integration of those models with prior knowledge, thus leading to meaningful learning about plants.

Compared the new model with prior approaches, the new model not only is more accurate but also requires less information.

Design strategies using Bayesian-Lot Quality Assurance Sampling (B-LQAS) monitoring plans for vaccination coverage and disease eradication typically assume a model with prior information of the parameters.

Finally, a more reliable location estimate is obtained using Bayesian filtering to combine the raw classification result provided by the localization model with prior knowledge of the physical layout of the area under study.

The motion of the guitarist's arm, on the other hand, is modeled with prior knowledge: the stroking hand makes the largest movement in the body of a playing guitarist.

Biological information reduces the number of false positives, since it provides the predictive model with prior knowledge.