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In general, the main contents and achievements of this paper consist of the following aspects:(1) Based on the characteristics of the transportation and the classic flow-occupancy inverse "V" model, implement polynomial fitting using least-squares algorithm and statistics method on flow curves to detect outliers which are proved to be not accord with practice through the actual implement, then use the moving average model to recorrect the outliers and absent.

本文根据交通领域的流量—时间占有率的倒&V&字型曲线模型,提出了一种基于曲线拟合的交通流异常检测方法,利用三次多项式的最小二乘法拟合流量/时间占有率曲线,并且利用分箱的思想对拟合好曲线上下部分分别采用基于统计的方法划分上下界,有效的识别异常交通流数据。

The major achievement of this paper is: Based on characteristics of the traffic data distribution, execute pattern recognition operations on traffic condition on two dimensions by clustering, then use BP neural network to describe and forecast traffic flow aiming at each pattern. Making use of classic flow-occupancy inverse "V" model, implement polynomial fitting using least-squares algorithm and statistics method on flow curves to detect outliers which are proved to be not accord with practice through the actual implement, then use the moving average model to recorrect the outliers and absent. Make correlation analysis on muti-direction flow queues of the intersection and ones of upriver intersections, choose flow queue with high correlation as assistant one to improve the error tolerance of the prediction system, at the same time we can use the method to give an estimation of flow in intersection with out sensors. We design and implement an SOA(Service-Oriented Architecture)-based UTDD(urban traffic data mining development) with high expansibility and performance, which implement unified management and call of the data-mining application though defining a XML-based description of data-mining process and a common interface to call data-mining process, finally we build traffic flow prediction application model on UTDD.

根据交通流量数据分布的特征,提出基于k-means的二次聚类方法,对交通流量在流量大小和时间上进行模式划分,进而对各个交通流模式进行基于BP神经网络的描述和预测,从而提高模型对流量预测的精度; 2)根据流量/时间占有率倒&V&字形曲线分布模型,提出基于最小二乘法的三次多项式曲线拟合和统计方法的异常检测方法,实际应用表明该方法能够有效识别异常数据,然后根据移动平均算法对异常数据进行修正; 3)基于序列相关性分析,分别对预测方向的交通流量数据序列、上游路口相关序列以及预测路口其它各个方向上的交通流量序列进行分析,选择相似性流量序列,作为辅助序列提供其他没有检测器路口的流量估计; 4)设计和实现了基于SOA(Service-Oriented Achitecture)的高性能、可扩展的智能交通数据挖掘系统UTDD,该系统通过定义基于XML的数据挖掘过程描述和通用的过程模型接口,实现数据挖掘应用的统一管理和调用,最后在UTDD上建立了基于路口流量预测的应用模型。

Absent central pulses, not attributable to local factors, signify the need for immediate resuscitative action to restore depleted blood volume and effective cardiac output if death is to be avoided.

中心脉搏没有搏动不应该是由局部原因引起,如果可以避免死亡的话,就意味着快速复苏对于恢复血容量和有效的心输出量的必要性。

The TT can neither be equivalent/faithful nor irrelevant to its ST. They are two different and autonomous texts but with certain degrees of similarity and certain overlapping parts: the TT possesses certain elements absent from the ST while the ST possesses something unconveyable to the TT.

目的语文本与源语文本不是对等或忠实的关系,也不可能毫无关系,而是一种同中有异、交叉互补的关系:一方面二者不可避免地会出现部分重叠,但同时目的语文本中不可避免地包含着源语文本所没有的内容,源语文本中也包含着无法完全传递到目的语文本中去的信息。

However, in the absent of LEF-2, the formation of viral nucleocapsid derived from lef-2 ko bacmid appeared to be normal under transmission electron microscope, suggesting that the life cycle of lef-2 ko bacmid could proceed through DNA replication to viral pakckaging unimpededly.

虽然病毒之复制受到lef-2基因缺失的影响,但由於病毒之构造蛋白仍可表现,如鞘蛋白(VP39)等,因此经由穿透式电子显微镜观察,可知缺失lef-2之病毒仍可有正常的核酸蛋白鞘形成。

Cystic appearance of the posterior fossa does not always represent a Dandy-Walker spectrum anomaly. Absent vermis may be confused with Dandy-Walker anomaly, especially on prenatal ultrasound.

后颅窝囊肿并不总是代表着Dandy-Walker综合症,小脑蚓部的缺乏可能导致与Dandy-Walker异常相混淆,尤其是在胎儿超声检查中。

S weet doctor, you shall be my bed-fellow: When I am absent, then lie with my wife.

好博士,你今晚就陪着我睡觉吧;当我不在的时候,您可以睡在我妻子的床上。

Other signs of poor circulation can be pain at rest, nonhealing ulcers, absent or weak pulses in the feet or legs, a decrease in blood pressure in the feet and legs, or a lack of hair growth on the lower legs.

其他循环障碍的标志可能是在休息时发生疼痛,出现很难愈合的疡,足部或者腿部脉动不畅,足部或者腿部血压降低,小腿部汗毛稀疏。

This same holy synod, mindful of this notorious vacancy in the Roman church, fixes and assigns the next ten days for all and singular cardinals of the holy Roman church, whether present here or absent, and the other electors mentioned above, to enter into the conclave which is to be held in this city of Constance, in the commune's principal building which has already been allocated for this purpose.

这同圣主教,铭记这一臭名昭著的空缺,在罗马教会,修补及受让人未来十天为所有与奇异枢机主教的神圣罗马教会,无论是在场或不在场,与其他选民如上所述,进入枢密就是被关押在这个城市的人Constance ,在公社的主体建筑已拨用于这一目的。

Absent friend : President Obama's popularity may be plummeting at home, but DavosMan and Woman still love him, even though this year representatives of hisadministration were painfully thin on the ground.

缺席的友人:奥巴马总统的受欢迎度也许在国内持续下降,但是达沃斯的人们对他的喜爱不减,即便今年他的管理机构的代表十分遗憾的寥寥无几。

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This one mode pays close attention to network credence foundation of the businessman very much.

这一模式非常关注商人的网络信用基础。

Cell morphology of bacterial ghost of Pasteurella multocida was observed by scanning electron microscopy and inactivation ratio was estimated by CFU analysi.

扫描电镜观察多杀性巴氏杆菌细菌幽灵和菌落形成单位评价遗传灭活率。

There is no differences of cell proliferation vitality between labeled and unlabeled NSCs.

双标记神经干细胞的增殖、分化活力与未标记神经干细胞相比无改变。