Previous machine learning models usually faced the problem of poor performance, especially for aquatic product supply chains. In this study, we proposed a coupling model Shapely value-based to predict CCL demand products (CCLD-AP). We first select key impact indicators through gray correlation degree and finally determine indicator system. Secondly, prediction, principal component regression an...

Restructuring of Electricity supply industry introduced many concerns such as transmission pricing, transmission loss allocation and congestion management. Several methodologies and algorithms were proposed for addressing these issues. In this paper, a power flow tracing based method is proposed, which involves Matrices methodology for the transmission usage and loss allocation for generators a...

Abstract This paper investigates the relative importance of various attributes, including varietal, brands, and geographic origin, in explaining retail wine prices for United States market. We use a metric based on Shapely value, from cooperative game theory, context an empirical hedonic price equation estimated using large sample sales home consumption over period 2007–2019. find that brands a...

We demonstrate that the run time of implicitly parallel programs can be statically predicted with considerable accuracy when expressed within the constraints of a skeletal, shapely parallel programming language. Our work constitutes the first completely static system to account for both computation and communication in such a context. We present details of our language and its BSP implementatio...

The stable marriage problem, as addressed by Gale and Shapely [1] consists of providing a bipartite matching between n “boys” and n “girls” each of whom have a totally ordered preference list over the other set such that there exists no “boy” and no “girl” that would prefer each other over their partner in the matching. In this paper, we analyze the cases of strategic play by the “boys” in the ...

All levels of cell activity are coordinated directly or indirectly by transcription factors (TFs). In turn, the functioning of TFs relies on their ability to recognize and bind specific DNA sequences to regulate the expression of specific genes. How exactly this specificity is achieved is still not fully understood. Although often supposed to execute a binary decision to bind or not bind at a t...

Restructuring of Electricity supply industry introduced many issues such as transmission pricing, transmission loss allocation and congestion management. Many methodologies and algorithms were proposed for addressing these issues. In this paper a power flow tracing based method is proposed which involves Matrices methodology for the transmission usage and loss allocation for generators and dema...