Category: 7. Maths

Experimental design

Mosquito collection

1583 larvae used in this study were obtained from 17 field caught gravid Anopheles arabiensis female collected via mouth aspiration from Kigoche village (00° 34′ S, 34° 65′ E) in the Ahero irrigation…

In this part, the results of measurements related to water quality parameters are presented. The results were compared with different standards and the most important factors affecting water quality parameters were also identified by statistical…

The intent of study is to design a system that predicts SOC using soil parameters and topography. This model will help farmers make informed decisions that will increase crop output. The interactions between biological and environmental factors…

This paper introduces edge-level positional encoding in addition to the traditional node-level random walk positional encoding and proposes two methods to enhance the edges in the original graph. The enhanced graphs are then used as input to both…

Classical bit neural network

Artificial neural network (ANN) was designed with key activation functions, cost function choices, and forward and backward propagation, optimized for application in binary and continuous prediction tasks. In this…

A framework for comparing model accuracy based on cross-validation

We first describe our framework for assessing the statistical significance of accuracy differences between two classification models evaluated by “repeated” CVs^22,23, a…

In this section, we desinged robust mathematical approaches of Frank aggregation operators in the light of Cr-PyF circumstances.

Definition 7

Suppose a set of Cr-PyFVs \({\alpha }_{j}=\left({{\mu }_{\alpha…

Underlying network and poissonisation

Below G lies a more complex and unobservable network, controlling the health of the individual. We view G as the observable resultant of this network at the level of health indicators, and \(\textbf{Z}\) as…

Data source and study cohort

In this retrospective study, we extracted anonymized patients’ medical records from the Abu Dhabi Health Services Company (SEHA) healthcare system. The SEHA dataset is a high-dimensional UAE population healthcare…

Computation and analysis

In order to solve the Travelling Salesman Problem, a distance matrix must be created. Our next stage involves the construction of a distance matrix. We have already extracted the data specific to…