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Introduction To Clustering Large And High Dimensional Data 2024 pdf epub mobi 电子书

Introduction To Clustering Large And High Dimensional Data

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Department of Mathematics and Statistics

University of Maryland Baltimore County

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发表于2024-11-30

Introduction To Clustering Large And High Dimensional Data 2024 pdf epub mobi 电子书

Introduction To Clustering Large And High Dimensional Data 2024 pdf epub mobi 电子书

Introduction To Clustering Large And High Dimensional Data 2024 pdf epub mobi 电子书

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出版者:Cambridge Univ Pr

作者:Kogan, Jacob

出品人:

页数:222

译者:

出版时间:2006.11

价格:$ 45.20

装帧:Pap

isbn号码:9780521617932

丛书系列:

图书标签: 机器学习数据挖掘

Introduction To Clustering Large And High Dimensional Data 2024 pdf epub mobi 电子书图书描述

Contents：

1. Introduction and motivation;

2. Quadratic k-means algorithm;

3. BIRCH;

4. Spherical k-means algorithm;

5. Linear algebra techniques;

6. Information-theoretic clustering;

7. Clustering with optimization techniques;

8. k-means clustering with divergence;

9. Assessment of clustering results;

10. Appendix: Optimization and Linear Algebra Background;

11. Solutions to selected problems.

Introduction To Clustering Large And High Dimensional Data 2024 pdf epub mobi 电子书

Introduction To Clustering Large And High Dimensional Data 2024 pdf epub mobi 电子书

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