Ploidy level is one of important factors for plant breeders; therefore models that can predict it are very practical. To estimate of ploidy levels in some species, hybrids and cultivars of Rosa, dimensions of over 500 pollens include pollen length, width and area measured at ABRII. The calculations were carried out in several stages. First, Ploidy levels were regressed with pollen dimensions, a...

Sugarcane is one of the severely perishable crops that is used as raw material for white sugar production. Sucrose content of the sugarcane which is of high commercial value decreases in quality due to pre-harvest burning, high ambient temperature, kill-to-mill delays as well as microbial contaminations. Delays in sugarcane transportation are the most important risks which can affect the qualit...

Abstract Deep learning models have been criticized for their lack of easy interpretation, which undermines confidence in use important applications. Nevertheless, they are consistently utilized many applications, consequential to humans’ lives, usually because better performance. Therefore, there is a great need computational methods that can explain, audit, and debug such models. Here, we flip...

Background and purpose: this study presents an integration of past research and theory that models the impact of the different levels of psychosocial stress and job performance. According to this model, the causal relationship between the different levels of psychosocial stress and job performance are considerable. Methods: The integrated model of this study was presented based on of past re...

This paper introduces a novel application of thread-level speculation to a distributed heterogeneous environment. We propose and evaluate two speculative models which attempt to reduce some of the method call overhead associated with distributed objects. Thread-level speculation exploits parallelism in code which is not provable free of data dependencies. Our evaluation of applying thread-level...