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自发电式轨道车辆轴箱温度预测方法研究
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作者 关博 陈威 +2 位作者 彭乐乐 丁亚琦 郑树彬 《计算机与数字工程》 2024年第5期1541-1545,共5页
针对上海地铁所采用的自发电式轴温监测系统中的轴箱温度预测问题,通过长短时记忆网络(LSTM)、BP神经网络以及支持向量回归机(SVR)三种预测方法进行轴箱温度预测并将结果进行对比分析。最后,利用实测数据,对各方法的预测结果进行对比,... 针对上海地铁所采用的自发电式轴温监测系统中的轴箱温度预测问题,通过长短时记忆网络(LSTM)、BP神经网络以及支持向量回归机(SVR)三种预测方法进行轴箱温度预测并将结果进行对比分析。最后,利用实测数据,对各方法的预测结果进行对比,结果表明,SVR的预测结果均优于其他预测方法,且预测精度可达到98.59%。 展开更多
关键词 轴箱温度预测 长短时记忆网络 BP神经网络 支持向量回归机
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Association of overexpression of TIF1γ with colorectal carcinogenesis and advanced colorectal adenocarcinoma 被引量:4
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作者 Shilpa Jain Shashideep Singhal +10 位作者 Franto Francis Cristina Hajdu Jin-Hua Wang Arief Suriawinata Yin-Quan wang Miao Zhang Elizabeth H Weinshel Fritz Francois Zhi-Heng Pei peng lee Ru-Liang Xu 《World Journal of Gastroenterology》 SCIE CAS CSCD 2011年第35期3994-4000,共7页
AIM:To determine the expression and clinical significance of transcriptional intermediary factor 1 gamma (TIF1γ),Smad4 and transforming growth factor-beta (TGFβR) across a spectrum representing colorectal cancer (CR... AIM:To determine the expression and clinical significance of transcriptional intermediary factor 1 gamma (TIF1γ),Smad4 and transforming growth factor-beta (TGFβR) across a spectrum representing colorectal cancer (CRC) development.METHODS:Tissue microarrays were prepared from archival paraffin embedded tissue,including 51 colorectal carcinomas,25 tubular adenomas (TA) and 26 HPs,each with matched normal colonic epithelium.Immunohistochemistry was performed using antibodies against TIF1γ,Smad4 and TGFβ RⅡ.The levels of expression were scored semi-quantitatively (score 0-3 or loss and retention for Smad4).RESULTS:Overexpression of TIF1γ was detected in 5/26 (19%) HP;however,it was seen in a significantly higher proportion of neoplasms,15/25 (60%) TAs and 24/51 (47%) CRCs (P<0.05).Normal colonic mucosa,HP,and TAs showed strong Smad4 expression,while its expression was absent in 22/51 (43%) CRCs.Over-expression of TGFβ RⅡ was more commonly seen in neoplasms,13/25 (52%) TAs and 29/51 (57%) CRCs compared to 9/26 (35%) HP (P<0.05).Furthermore,there was a correlation between TIF1γ overexpression and Smad4 loss in CRC (Kendall tau rank correlation value=0.35,P<0.05).The levels of TIF1γ overexpression were significantly higher in stage Ⅲ than in stage Ⅰ and Ⅱ CRC (P<0.05).CONCLUSION:The findings suggest that over-expression of TIF1γ occurs in early stages of colorectal carcinogenesis,is inversely related with Smad4 loss,and may be a prognostic indicator for poor outcome. 展开更多
关键词 Colorectal cancer Transcriptional intermediary factor 1 gamma Transforming growth factor-beta signaling pathway SMAD4
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我国自贸区金融产业效率的影响因素分析 被引量:6
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作者 李鹏 陈维花 《当代金融研究》 2018年第1期87-95,共9页
本文首先运用SFA模型计算我国11个自贸区金融产业效率,然后运用面板数据模型实证分析金融产业效率影响因素对效率的作用。结果表明:金融产业中就业人数比固定资产投资占有更重要的位置;对外开放程度、金融集聚程度、地方政府支持和人力... 本文首先运用SFA模型计算我国11个自贸区金融产业效率,然后运用面板数据模型实证分析金融产业效率影响因素对效率的作用。结果表明:金融产业中就业人数比固定资产投资占有更重要的位置;对外开放程度、金融集聚程度、地方政府支持和人力资本对金融产业效率的增长均产生显著的正向影响。 展开更多
关键词 自贸区 金融产业效率 SFA模型 面板数据模型
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CHARACTERIZATION OF VITILIGO BY IN VIVO SCATTERING COEFFICIENT OF HUMAN SKIN 被引量:1
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作者 WANRONG GAO peng lee XIANLING ZHANG 《Journal of Innovative Optical Health Sciences》 SCIE EI CAS 2011年第1期67-72,共6页
Scattering coefficients of human skin in vivo with and without vitiligo were measured with optical coherence tomography(OCT).The experimental results show that there exist significant difference between the scattering... Scattering coefficients of human skin in vivo with and without vitiligo were measured with optical coherence tomography(OCT).The experimental results show that there exist significant difference between the scattering coefficient of the epidermis of in vivo human skin with and without vitiligo disease.The results may be helpful for quantitatively diagnosing or evaluating the treatment of the disease. 展开更多
关键词 Scattering coefficient human skin VITILIGO optical coherence tomography
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