In the context of global climate change, air quality prediction work has a substantial impact on humans’ daily lives. The current extensive usage machine learning models for forecasting resulted in significant improvements to sector. long short-term memory network is deep model, which adds forgetting layer recurrent neural and several applications prediction. experimental data presented this re...

the goal of this study was to survey the natural vegetation on waste landfills and suggest arestoration plan. in the study, i identified 63 families, 275 species, and 34 varieties of aboveground vascular flora. robinia pseudo-acacia was the dominant tree, with a basal area density of 1.51¡3/ha, followed in decreasing order by salix koreensis and populus sieboldii. twinspan resulted in the class...

Presenter: Rory Smoot MD | Mayo Clinic, Rochester Background: Cholangiocarcinoma (CCA) is an aggressive biliary cancer that has a dismal prognosis. Definitive treatment continues to rely on surgical resection as intent cure. Despite these efforts, CCA be deadly disease with 5 year survival nearing 10%. traditionally defined according anatomic location; intrahepatic (iCCA), perihilar (pCCA), or ...

Cholangiocarcinoma (CCA) is a heterogeneous group of malignancies that may develop at any level of the biliary tree. CCA is currently classified into intrahepatic (iCCA), perihilar (pCCA) and distal (dCCA) on the basis of its anatomical location. Notably, although these three CCA subtypes have common features, they also have important inter- and intra-tumor differences that can affect their pat...

Using one minute high-frequency data of the Shanghai Composite Index (SHCI) and the Shenzhen Composite Index (SZCI) (2007–2008), we employ the detrended fluctuation analysis (DFA) and the detrended cross correlation analysis (DCCA) with rolling window approach to observe the evolution of market efficiency and cross-correlation in pre-crisis and crisis period. Considering the fat-tail distributi...