Financial crises inflict significant human as well as economic hardship.This paper focuses on the human fallout of capital market stress.Financial stress-induced behavioral changes can manifest in higher suicide and murder-suicide rates.We find that these rates also correlate with the Gross Domestic Product (GDP) growth rate (negatively associated;
Recommender systems based on opinion mining and deep neural networks
To address rating sparsity problem, various review-based recommender systems have been developed in recent years.Most of them extract topics, opinions, and emotional polarity from the reviews by using the techniques of text analysis and opinion mining.According to existing researches, review-based recommendation methods utilize review elements in r
Depuration of Heavy Metals with Nanoparticle-Sized Active Charcoal from Coconut Shell (Cocos nucifera) in Blood Cockles (Anadara granosa)
Anadara granosa are one of the benthic organisms that are frequently CO-Q10 FIRMI BODY LOTION reported because contained heavy metals because of water pollution.This is because A.granosa is a feeder filter so that accumulates heavy metals in its body.Reduce the levels of heavy metals with activated charcoal from coconut shells in the absorbance pro
Automated scan quality evaluation for DDH using transfer learning: Development of a novel ensemble system.
BackgroundDevelopmental je Dysplasia of the Hip (DDH) is a relatively common hip joint disorders in infants, affecting one to three per a thousand births.If found early, it can be treated preemptively by simple non-invasive methods.But if not, then several surgical procedures may be required that can cause high economic burden.The accuracy of diagn
Computational de-noising based on deep learning for phase data in digital holographic interferometry
This paper presents a deep-learning-based algorithm dedicated Affirmation Cards to the processing of speckle noise in phase measurements in digital holographic interferometry.The deep learning architecture is trained with phase fringe patterns including faithful speckle noise, having non-Gaussian statistics and non-stationary property, and exhibiti