Understanding Complex Datasets: Data Mining with Matrix Decompositions

Understanding Complex Datasets: Data Mining with Matrix Decompositions

2007 | 260 | ISBN: 1584888326 | PDF | 6 Mb

Making obscure knowledge about matrix decompositions widely available, Understanding Complex Datasets: Data Mining with Matrix Decompositions discusses the most common matrix decompositions and shows how they can be used to analyze large datasets in a broad range of application areas. Without having to understand every mathematical detail, the book helps you determine which matrix is appropriate for your dataset and what the results mean....