Wei Pan

TL;DR: The content validity ratio (Lawshe) is one of the earliest and most widely used methods for quantifying content validity as mentioned in this paper, and it is used to correct and expand the table, critical values in unit steps and at multi-step levels.

TL;DR: In this article, the authors investigated the UK housebuilders' views on the use of offsite modern methods of construction (offsite MMC) and found that the traditional drivers of time, cost, quality and productivity are still driving the industry in deciding whether to use offsite technologies.

TL;DR: The implementation of the resulting binary CNN, denoted as ABC-Net, is shown to achieve much closer performance to its full-precision counterpart, and even reach the comparable prediction accuracy on ImageNet and forest trail datasets, given adequate binary weight bases and activations.

TL;DR: ABC-Net as discussed by the authors approximates full-precision weights with the linear combination of multiple binary weight bases and employs multiple binary activations to alleviate information loss, and achieves much closer performance to its fullprecision counterpart, and even reach the comparable prediction accuracy on ImageNet and forest trail datasets.

TL;DR: In this article, the authors investigated the major factors inhibiting the adoption of off-site construction with reference to the Chinese construction market and identified 30 factors influencing the use of OSC through a literature review, questionnaire survey, and face-to-face interview with professionals in the construction industry.