讽刺文章 发表于 2025-3-21 19:58:44

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一美元 发表于 2025-3-21 20:40:07

nique. Next, mathematical results follow – including important definitions, auxiliary statements and conclusions arising. Case-studies help to deepen the acquired knowledge by applying it in an interdisciplinar978-3-662-62520-0978-3-662-62521-7

metropolitan 发表于 2025-3-22 03:31:43

Ranking,e, to the definition of a ranking as the leading . of a corresponding stochastic matrix. In this chapter we explain the mathematics behind ranking. First, we focus on the existence of a ranking by using the duality of linear programming. This leads to . from linear algebra. Second, a dynamic procedu

狂热语言 发表于 2025-3-22 04:42:19

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engender 发表于 2025-3-22 08:43:52

Recommendation Systems, and the . algorithm is described. The model-based approach uses a linear-algebraic technique of .. Singular value decomposition allows to reveal hidden patterns of users’ choice behavior. After imposing a low-rank model on the latter, the prediction becomes optimization-driven. For solving the corr

ELATE 发表于 2025-3-22 16:06:39

Classification,of linear classifiers are discussed. First, we introduce the statistically motivated .. The latter maximizes the sample variance between the classes and minimizes the variance of data within the classes. The computation of Fisher’s discriminant leads to a nicely structured eigenvalue problem. Second

厨房里面 发表于 2025-3-22 21:01:11

Clustering,enters are recalculated by minimizing the dissimilarity within the clusters. The .-means algorithm is specified for the Euclidean setup, where centers turn out to be clusters’ sample means. Additionally, we discuss the modifications of .-means with respect to other dissimilarity measures. They inclu

incarcerate 发表于 2025-3-22 21:27:37

Linear Regression,ied whether some exogenous variables may have no linear relationship with the endogenous variable at all, or identified which subsets of exogenous variables may contain redundant information about the endogenous variable. In this chapter, we discuss the meanwhile classical technique of . for linear

bisphosphonate 发表于 2025-3-23 04:47:42

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nurture 发表于 2025-3-23 07:27:43

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查看完整版本: Titlebook: Mathematical Foundations of Big Data Analytics; Vladimir Shikhman,David Müller Textbook 2021 Springer-Verlag GmbH Germany, part of Springe