Department of Mathematics and Statistics
University of Maryland Baltimore County
发表于2024-11-13
Introduction To Clustering Large And High Dimensional Data 2024 pdf epub mobi 电子书
图书标签: 机器学习 数据挖掘
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