图书标签: 机器学习 数据挖掘
发表于2024-11-24
Introduction To Clustering Large And High Dimensional Data pdf epub mobi txt 电子书 下载 2024
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.
Department of Mathematics and Statistics
University of Maryland Baltimore County
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Introduction To Clustering Large And High Dimensional Data pdf epub mobi txt 电子书 下载 2024