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Among used machine learning methods, the gradient descent method is widely used to train various classifiers, such as Back-propagation neural network and linear text classifier. However, the gradient descent method is easily trapped into a local minimum and slowly converges. Thus, this study presents a gradient forecasting search method based on prediction methods to enhance the performance of the gradient descent method in order to develop a more efficient and precise machine learning method for Web mining.However, a prediction method with few sample data items and precise forecasting ability is a key issue to the gradient forecasting search method. Applying statistic-based prediction methods to implement GFSM is unsuitable because they require a large number of data items to model a prediction model. In the contrast with statistic-based prediction methods, GM(1,1) grey prediction model does not need a large number of data items to build a prediction model, and it has low computational load. However, the original GM(1,1) grey prediction model uses a mathematical hypothesis and approximation to transform a continuous differential equation into a discrete difference equation in order to model a forecasting model.

其中梯度法是一个最常被使用来实现机器学习的方法之一,然而梯度法具有学习速度慢以及容易陷入局部最佳解的缺点,因此,本研究提出一个梯度预测搜寻法则(gradient forecasting search method, GFSM)来改善传统梯度法的缺点,用来提升一些以梯度学习法则为基础的分类器在资讯探勘上的效率与正确性;而一个所需资料量少、计算复杂度低且精确的预测模型是梯度预测搜寻法能否有效进行最佳解搜寻之关键因素,传统统计为基础之预测方法的缺点是需要较大量的数据进行预测,因此计算复杂度高,灰色预测模型具有建模资料少且计算复杂度低等优点,然而灰色预测理论以连续之微分方程式为基础,并且透过一些数学上的假设与近似,将连续之微分方程式转换成离散之差分方程式来对离散型资料进行建模及预测,这样的作法不尽合理,且缺乏数学理论上的完备性,因为在转换过程中已经造成建模上的误差,且建模过程仅考虑相邻的两个资料点关系,无法正确反应数列未来的变化趋势。

At a word, the aim is: get across information technology to conformity resource for all company, to realize innovation in organization management, operation, service, to distend in lower cost, to buildup ability in anti-risk, to build quick response mechanism and expedite communicate channel, to advance adaptive ability and meet an emergency ability to the circumstance, and construct an attach most importance to clients and oriented to market company system.

简而言之,这个目标就是:整合公司的整体资源,实现组织管理创新、业务创新、服务创新,实现低成本扩张,增强抗风险能力,建立快速反应的运行机制,建立通畅的沟通渠道,提高对环境的适应能力、应变能力,建设以客户为中心、以市场为导向的公司体系结构。

This year, 2009, he is 23 years old. The whole 23-year is an extraordinary one, during which he got through a lot and experienced the process of Reform and Innovation. The whole 23-year is the one that he was spurred on by ambition to build nation as his responsibility, that he went forward the bright future designed by Marx and Chairman Mao, also by theoretical system of Chinese socialism. He is glad to help others, often gave a hand to those who need help. He is warm and giving, treating everyone with honesty. He is charitable and kind-hearted, aiding the people in poverty. It is his braveness and doughtiness that made him appear at the emergency place at the first time. When it refers to his life, he is diligent and aggressive to assimilate knowledge. In his mind, there is nothing important than his motherland and People, which suggested he puts China and Chinese at the premier place. Though he is a common person, he is not a mediocrity, trying his best to do what he can. 23-year training makes his unusual life that led him advanced in mind and practice.

2009年7月13日,他迎来了23岁的生日。23年是不平凡的23年,是风雨历程的23年,是深刻经历改革开放的23年,是胸怀大志、以建设国家为己任的23年,是不断朝着马克思列宁主义和毛泽东思想,以及新中国特色社会主义理论体系所描述的光明前景不断前进的23年。23年中,他乐于助人,经常帮助那些需要帮助的人们;他热情大方,对每一个人都怀着真诚的心去对待;他善良仁慈,经常援助那些贫困的人;他勇敢坚强,总是第一个出现在最危急的地方;他刻苦上进,渴求着文化知识;他热爱国家、热爱人民,把对党和人民的忠诚最为自己的座右铭;他平凡但不平庸,在尽自己的力量去做一些力所能及的事情。23年的磨练,成就了他非凡的一生,让他在思想和行动上都走在别人前列。

It employs the complex-valued step function to build neural model, then constructs network structure and decides the number of neurons; it adopts complex-valued Hebbian rules and inner product way to calculate the net weight matrix; then it analyzes the convergence of the network by taking advantage of the definition of energy function. In the image pre-processing stage, 2-dimensional Fourier Transform and Euler's formula are used, respectively, to transfer a gray-scaled image into phase information needed by the complex-valued neural network when stores the traffic sign. In the image post-processing stage, phase inverse transformation is used to change the phase image to gray-scaled image.

采用复数阶跃函数构建了神经元模型,建立了复数Hopfield神经网络结构,并且确定了网络中神经元的个数;借助复数Hebbian学习规则和复数内积法给出了网络权值的确定方法;借用复数网络能量函数的定义,说明了复数识别网络的收敛性;在前期的图像数据处理部分,分别使用离散二维傅里叶变换和欧拉公式,给出了将灰度图像数据转化为复数网络所需要的相位信息的方法,实现了网络对路牌的记忆存储;在后期的图像还原部分利用相位逆变换的方法,实现了相位图到灰度图转化。

As a result of their business, felicitously enthusiasm, many massage shop all want to dig me in the past, but do not want to dance a frequently want to sink, on two items of business and then to build on the shop and returning customer has very deep feelings, we are loath to me.

由于自己的业务熟练,对待顾客热情,不少按摩店都想挖我过去,但是目前不想频繁跳槽,一则想让自己沉下去,对业务再精益求精,二则对这个店和老顾客都有很深的感情,舍不得呀。

Three are the structural fire precaution spacings whether to be taken; Periphery construction fire traffic lane, exit passageway, fire escape to be whether unimpeded; Construction fire prevention facility whether complete easy to use; The fire safe evacuation informational sign, the emergency lighting, the fire hydrant establishment and the fire fighting equipment dispose whether to conform to the stipulation; Whether the construction interior trim does meet the fire technology code requirement; Around building whether to exist violates regulations to build and so on to affect the personnel to escape with the fire fighting rescue phenomenon.

三是建筑防火间距是否被占用;建筑周围的消防车道、疏散通道、安全出口是否畅通;建筑消防设施是否完整好用;消防安全疏散指示标志、应急照明、消火栓设置和灭火器材配置是否符合规定;建筑内部装修是否符合消防技术规范要求;在建筑物周围是否存在违章搭盖等影响人员逃生和灭火救援的现象。

Construction' is to employ the architectural models to build the topological and geometrical structures of the plant; 'Rendering' is to use the techniques of Computer Graphics, including texture mapping, illumination calculation, depth blanking and projection, to furbish the 3D structure of the plant and make the figure true to life.

本文提出的这种方法,能够逼真地模拟大多数植物的外形结构,可以交互地进行植物形态的三维布局设计。

The old idea should be broken and the logistics has no national boundaries. It is a useful way to make betters be hand in hand. Secondly, the third party logistics must be combined with the high-tech means. Thirdly, the logistics industry is based on human resource and scientific management. Fourthly, it is the important ensure that increasing the investment to build and rebuild the basic facility. Fifthly, a proper service-consciousness and a professional etiquette are necessary for logistics enterprise and it is a golden saying that the client is god and the credit worthiness is life. Sixthly, the government should enhance the function to control the market behavior to be standard and establish a competition system which is fair and reasonable, that will lead the logistics to set a right development. Seventhly, a correct logistics theory will guide the industry to grow fast and improve the manage level. Finally, we should enrich and consummate the logistics theory that will afford a practice theory utility to logistics plan of our nation.

本文根据我国第三方物流的现状,提出了以下实施策略:第一,发展第三方物流,必须树立大系统、大网络的思想,必须走出国门,打破国界,实现强强联合;第二,现代第三方物流业必须与高科技的资讯手段相结合;第三,以人为本,强化管理是发展现代物流业的基本保证;第四,加大基础设施的投入和改造是保持竞争优势的重要保障;第五,第三方物流的企业必须有端正的服务意识和良好的职业道德,必须坚持"恪守信誉,客户至上"的原则;第六,加强政府职能,规范市场行为,建立公平合理的市场竞争机制,引导第三方物流产业健康地发展;第七,加强现代物流理论研究,增强对我国物流产业的指导,提高管理水平;最后,充实和完善物流规划的理论体系,为我国物流规划工作提供切实可行的理论工具。

In order to be able to build in prime locations in the residential products, Gansu Tianda home group in the initial stage on the development of "high starting point, high-quality, high standard of" three high-concept, around Beijing, Hong Kong, Shanghai and the three places, from project planning to landscape design, from building materials is applied to sales promotion, all strive to perfect itinerary逾万Lane.

以便能够建立黄金地段的住宅产品,甘肃天首页集团在最初阶段的发展,"高起点,高品质,高标准的"三高概念,在北京,香港香港,上海和三个地方,从项目规划到景观设计,从建筑材料用于促销,所有的努力完美行程逾万里。

I have come to China not to hold forth on what divides us, but to build on what binds us, not to dwell on a closed-door past, but to urge us look to the beautiful future.

14我来中国不是为了评说那些将我们分隔开来的东西,而是为了强化那些将我们维系在一起的东西,不是为了回顾闭关锁国的过去,而是为了敦促我们去展望前程似锦的未来。

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相关中文对照歌词
A Kiss To Build A Dream On
It Takes Time To Build
Do You Want To Build A Snowman?
A Kiss To Build A Dream On
Boats To Build
To Build A Home
Boats To Build
How To Build A Time Machine
Time To Build
A Kiss To Build A Dream On
推荐网络例句

However, as the name(read-only memory)implies, CD disks cannot be written onorchanged in any way.

然而,正如其名字所指出的那样,CD盘不能写,也不能用任何方式改变其内容。

Galvanizes steel pallet is mainly export which suits standard packing of European Union, the North America. galvanizes steel pallet is suitable to heavy rack. Pallet surface can design plate type, corrugated and the gap form, satisfies the different requirements.

镀锌钢托盘多用于出口,替代木托盘,免薰蒸,符合欧盟、北美各国对出口货物包装材料的法令要求;喷涂钢托盘适用于重载上货架之用,托盘表面根据需要制作成平板状、波纹状及间隔形式,满足不同的使用要求。

A single payment file can be uploaded from an ERP system to effect all pan-China RMB payments and overseas payments in all currencies.

付款指令文件可从您的 ERP 系统上传到我们的电子银行系统来只是国内及对海外各种币种付款。