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Credit Evaluation Model for College Students Based on Logistic Regression Model 被引量:1
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作者 潘叶 马小峰 《Journal of Donghua University(English Edition)》 EI CAS 2016年第5期814-817,共4页
Internet financing in China has been developing rapidly in China.Recently,college students start to be one of emerging target group of internet consumer financing services.However,college students' credit has not ... Internet financing in China has been developing rapidly in China.Recently,college students start to be one of emerging target group of internet consumer financing services.However,college students' credit has not been fully taken account yet.This paper aims at contributing to making a step for solving this issue.In this paper,a credit fraud evaluation model is developed using a university' s students ' grade and campus consumption data.A logistic regression model is trained with the students' grade and daily consumption data.The features of the model with stepwise regression methods are selected.And this model achieves that the paper predicts the students' fault rate accurately. 展开更多
关键词 college contributing credit university campus trained disadvantages financing stepwise removed
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Lipid mediators of inflammation in neurological injury: shifting the balance toward resolution
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作者 Jordan L.Harrison Rachel K.Rowe Jonathan Lifshitz 《Neural Regeneration Research》 SCIE CAS CSCD 2016年第1期77-78,共2页
Acquired neurological injuries initiate a pathological cascade of secondary injury processes,including inflammation,which continue for days to weeks following injury.Injury-induced neuroinflammation acts as a host def... Acquired neurological injuries initiate a pathological cascade of secondary injury processes,including inflammation,which continue for days to weeks following injury.Injury-induced neuroinflammation acts as a host defense mechanism contributing to the neutralization of the insult(removing offending factors)and restoring structure and function of the brain(establish homeostasis).The timing of these protective functions of the immune response is vital,since chronic inflammation 展开更多
关键词 inflammation neurological homeostasis initiate protective removing vital toward contributing cascade
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Removal of pharmaceutical and personal care products by sequential ultraviolet and ozonation process in a full-scale wastewater treatment plant 被引量:7
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作者 Qian SU Jun HUANG +5 位作者 Shuguang LU Shubo DENG Bin WANG Wentao ZHAO Zhaofu QIU Gang YU 《Frontiers of Environmental Science & Engineering》 SCIE EI CAS CSCD 2014年第1期62-68,共7页
The application of appropriate advanced treat- ment process in the municipal wastewater treatment plants (WWTPs) has become an important issue considering the elimination of emerging contaminants, such as pharma- ce... The application of appropriate advanced treat- ment process in the municipal wastewater treatment plants (WWTPs) has become an important issue considering the elimination of emerging contaminants, such as pharma- ceutical and personal care products (PPCPs). In the present study, the removal of 13 PPCPs belonging to different therapeutic classes by the sequential ultraviolet (UV) and ozonation process in a full-scale WWTP in Beijing was investigated over the course of ten months. Most of the target PPCPs were effectively removed, and the median removal efficiencies of individual PPCPs, ranging from -13% to 89%, were dependent on their reaction rate constants with molecular ozone. Noticeable fluctuation in the removal efficiencies of the same PPCPs was observed in different sampling campaigns. Nevertheless, the sequential UV and ozonation process still made a significant contribution to the total elimination of most PPCPs in the full-scale WWTP, by compensating for the poor or fluctuant removal performance of PPCPs by biologic treatment process. 展开更多
关键词 PPCPS advanced treatment ozone fluctua-tion removal contribution
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