Mining machines are strongly nonlinear systems, and their transmission vibration signals are nonlinear mixtures of different kinds of vibration sources.In addition, vibration signals measured by the accelerometer are contaminated by noise.As a result, it is Supplements inefficient and ineffective for the blind source separation (BSS) algorithm to s
The practice of garden bird feeding is a global phenomenon, involving millions of people and vast quantities of food annually.Many people engage in the practice of feeding assuming that birds gain some benefit from the food they provide, yet recent studies have revealed the potential for detrimental impacts as well.However, there is still a paucity
Transplantation of pancreatic islets has potential to offer life-long blood glucose management in type I diabetes and severe type II diabetes without the need of exogenous insulin administration.However, islet cell therapy suffers from autoimmune and allogeneic rejection as well as non-immune related factors.Non-invasive techniques to monitor and e
The goal of the present research is Supplements to contribute to the detection of tax fraud concerning personal income tax returns (IRPF, in Spanish) filed in Spain, through the use of Machine Learning advanced predictive tools, by applying Multilayer Perceptron neural network (MLP) models.The possibilities springing from these techniques have been
BACKGROUND:Several epidemiological studies have determined the associations between coffee intake level and skin cancer risk; however, the results were not yet conclusive.Herein, we conducted a systematic review and meta-analysis of the cohort and case-control studies for the association between coffee intake level and malignant melanoma (MM) risk.