该方法将在高属性维稀疏数据挖掘中起重要的作用。
The algorithm will have important application in high attribute dimensional data mining.
该方法将在高属性维稀疏数据挖掘中起重要的作用。
The algorithm will have important application in high attribute dimensional dat…
为了等同的对待每个维，适应稀疏数据，必须对多维数组进行划分。
To treat every dimension equally and adapt to sparse data, it is necessary to partition multidimensional array.
但是随着研究深入，出现稀疏数据成像问题，无法用传统方法重建清晰图像。
With the in-depth study, however, appearing sparse data imaging, which traditional methods can not used to reconstruct a clear image.
但是随着研究深入，出现稀疏数据成像问题，无法用传统方法重建清晰图像。
The key problem in N-gram method is the problem of sparse data which still can not be solved effectively now.
相对于其他类型的稀疏数据库，数据立方体往往会增加存储需求，有时会达到不能接受的程度。
As with other types of sparse databases, this tends to increase storage requirements, sometimes to unacceptable levels.
通过研究稀疏数据的应用场景，分析稀疏数据的存储结构特点，给出稀疏数据库常见的数据模型。
Then we investigate sparse data scenarios such except OLAP, analyze the storage structure characteristics of sparse data and give three common data models in the sparse database.
针对高属性维稀疏数据聚类问题，提出高属性维稀疏信息系统概念，给出一种新的基于稀疏特征差异度的动态抽象聚类方法。
The concepts of high attribute dimensional information system are firstly proposed, and a new dynamic clustering method on the basis of sparse feature difference degree is presented.
结合列存储数据库系统与稀疏数据自身的特点，本文提出了一种列存储数据库系统适宜存储稀疏数据的观点，并给出稀疏数据库的设计方式。
Through analyzing the characteristics of sparse data, we conclude that it's suitable for column-oriented database to store sparse data and give the method of how to design sparse database.
对于稀疏查找来说，它将根据每条输入记录来生成数据库查询，并且查询将被发送给目标数据库以获取结果。
For sparse lookup, a database query is generated based on each input record and the query is sent to the target database to get the result.
稀疏缓存仅存储数据的子集，可以被延迟填充。
The sparse cache only stores a subset of the data and can be populated lazily.
稀疏和普通查找的概念请阅读 查找 Teradata数据小节。
The concepts of the sparse and normal lookups are fully explained in the Look up Teradata data section.
虽然它将占用更多的空间，但它可以提供更好的灵活性，因为您可以删除任何不需要的文件或者数据包，而这是您在使用稀疏模型时无法实现的。
While it takes up more space, it offers more flexibility, as you can remove any file or package you might not wish to have, that you may not be able to do with a sparse model.
在采用稀疏分布式内存的超级计算机里，记忆与数据处理之间的差异消失了。
But in a parallel supercomputer with a sparse, distributed memory, the distinction between memory and processing fades.
数据的稀疏性意味着社会网络并不总是可用，在这种情况下提出一种解决方案，很好地利用了社会网络的有效信息。
Although the sparseness of the data may suggest that the social network is not always applicable, a solution to utilize the network in these cases is presented.
使用伪词可以避免有指导的词义消歧方法中的数据稀疏问题，充分验证词义分类器的实验效果。
Using pseudowords we can overcome data sparseness problem in supervised WSD and fully verify the experimental effect of word sense classifier.
针对协同过滤中的数据稀疏问题，提出了一种基于粗集的协同过滤算法。
Aiming at the problem of data sparsity for collaborative filtering, a novel rough set-based collaborative filtering algorithm is proposed.
泥浆脉冲方法目前应用较多，但数据流量稀疏，电流环技术作为远距离传输手段已被广泛的应用于其它领域，技术成熟。
Mud pulse modulation data flow is thin, but current transmitter as far distance transmission means has been widely applied other field, technology is mature.
现有平滑技术利用不同的折扣和补偿策略来处理数据稀疏问题，在计算复杂性与合理性方面各有其优缺点。
The present smoothing techniques deal with the data sparse problem using different discount and compensate strategy, and they have different merit or shortcoming on complexity and rationality.
LPLE算法解决了传统LLE算法在源数据稀疏情况下的不能有效进行降维的问题，这也是其他传统的流形学习算法没有解决的。
LPLE is better than LLE in that it gives the global coordinates of the sparse data and this isn't be resolved by the other conventional algorithm.
现有平滑技术虽然已有效地对数据稀疏问题进行了处理，但对已出现事件频率分布的合理性并没有作出有效的分析。
The present smoothing techniques have solved the data sparse problem effectively but have not further analyzed the reasonableness for the frequency distribution of events occurring.
为避免在进行核融合时，支持向量机稀疏性的缺失，提出将数据映射到稀疏特征空间进行研究。
In research, sample data were mapped to sparse feature space to prevent the loss of SVM's sparsity when the kernels were fused.
本文利用三元模型，通过引入相似词，采取“词形-相似词-词性”三步回退的策略，比较好地缓解了数据稀疏问题。
Based on trigram models, this paper proposes a three-step method of "word-similar word-part of speech" by incorporating the similar words and solves the problem of sparse data to a large extent.
稀疏移动自组网的路由协议能为位于不同连通域的节点提供数据通信，因此能够更好满足非全连通网络的应用需求。
Sparse Mobile Ad Hoc Networks routing protocols can provide data communications for nodes in different connected domain, which can better meet the needs of the intermittently connected applications.
利用约束稀疏脉冲反演方法对崖城13—1构造的高分辨率三维地震资料进行了反演，得到了全频带的绝对波阻抗数据体。
After 3d high resolution seismic data of Yacheng 13-1 structure were inversed using restriction sparse pulse inversion, data volume of full-frequency band absolute wave impedance was gained.
基于提升方法构造的整数小波变换，采用行索引稀疏存储方案，可以对海量影像数据进行高保真的压缩。
The method of sparsely row-indexed storage has been used to compress large volumes of image data, on the base of integer wavelet transform constructed by lift scheme.
随着系统中资源数目和用户数目的不断增加，在整个资源空间上用户评分数据极端稀疏，给有效的查找最近邻居带来了很大的困难。
The magnitudes of items and users in the system results in the extreme sparsity of user rating data, which makes it difficult to find neighbors effectively.
在许多聚类应用中，数据对象是具有高维、稀疏、二元的特征。
The data sets have features such as high-dimensional, sparseness and binary value in many clustering applications.
在许多聚类应用中，数据对象是具有高维、稀疏、二元的特征。
The data sets have features such as high-dimensional, sparseness and binary value in many clustering applications.
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