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拉普拉斯降维方法,是非线性数据降维方法,通过构建相似关系图来重构数据局部流形结构特征。-Laplace dimension reduction method is non-linear data dimensionality reduction method, by constructing a graph similar to reconstruct the structure of local manifoldof the data.
Date : 2026-01-01 Size : 1kb User : yuxiawu

在2006年9月召开的ICDM会议上,邀请了ACM KDD创新大奖(InnovationAward)和 Top 10 Algorithms in Data Mining IEEEICDM研究贡献奖(Research Contributions Award)的获奖者们来参与数据挖掘10大算 法的选举,每人提名10种他认为最重要的算法-Classification,Statistical Learning,Top 10 Algorithms in Data Mining,materials on Association Analysis,Link Mining,Clustering,Bagging and Boosting,Sequential Patterns,Integrated Mining,Rough Sets,Graph Mining
Date : 2026-01-01 Size : 1.75mb User : yz

SSL(Semi-Supervised Learning) with PGP: Implementation of PGP Algorithm introduced in, Fang, Yuan, Kevin Chen-Chuan Chang, and Hady Wirawan Lauw. Graph-based semi-supervised learning: Realizing pointwise smoothness probabilistically. International Conference on Machine Learning (ICML), 2014.-SSL(Semi-Supervised Learning) with PGP: Implementation of PGP Algorithm introduced in, Fang, Yuan, Kevin Chen-Chuan Chang, and Hady Wirawan Lauw. Graph-based semi-supervised learning: Realizing pointwise smoothness probabilistically. International Conference on Machine Learning (ICML), 2014.
Date : 2026-01-01 Size : 2.66mb User : mllab

程序是基于图论 , 对后验概率提取参数,使得很好的描述贝叶斯网络中变量之间的依赖关系-Program is based on graph theory, the extraction parameters on the posterior probability of such a good description of the dependencies between variables in a Bayesian network
Date : 2026-01-01 Size : 1kb User : zhouqian

图的搜索算法,广度优先搜索和深度优先搜索。 算法思想来自《算法导论》,自己编的,效果还行-Graph search algorithm, breadth-first search and depth-first search. Algorithm thinking " Introduction to Algorithms" , own, and the results were OK
Date : 2026-01-01 Size : 2kb User : li

图生成器DEGG,能够自动生成各种属性的图,注意是graph,而不是image。-Map generator DEGG, can automatically generate various figures attributes, note the graph, rather than the image.
Date : 2026-01-01 Size : 356kb User : 李阅志

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该代码实现了经典的SVM支持向量机算法,Python语言编写,产生结果图。(This code implements the classic SVM support vector machine algorithm, Python language, and produces the result graph.)
Date : 2026-01-01 Size : 2kb User : cc1996

将ggplot2的作图结果合并为一个图,可以定义cols的值从而调整输出的结果(Combining the graphical results of ggplot2 into a graph defines the values of cols to adjust the output)
Date : 2026-01-01 Size : 3kb User : pigu_
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