Neural networks provide the opportunity to estimate specific components of engineering problems. They are decomposed complex problems into different parts. Thus, it can be easy compete with each them through neural networks. In this paper, was purposed average speed a 6-line road’s cross-section by observed traffic variables, such as numbers vehicles and occupancy values, using radial basis fun...

Abstract This paper develops a subgraph random effects error components model for network data linear regression where the unit of observation is node. In particular, it allows link and triangle specific components, which serve as basal modeling effects. It then evaluates potential ignoring in estimation coefficients’ variance-covariance matrix. also proposes consistent estimators variance usin...

reducing the number of colors in an image while preserving its quality, is of importance in many applications such as image analysis and compression. it also decreases memory and transmission bandwidth requirements. moreover, classification of image colors is applicable in image segmentation and object detection and separation, as well as producing pseudo-color images. in this paper, the kohene...