UNDERSTANDING COMPLEX DATASETS: DATA MINING WITH MATRIX DECOMPOSITIONS

Le Monde En Tique

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Ouvrage 9781584888321 : UNDERSTANDING COMPLEX DATASETS: DATA MINING WITH MATRIX DECOMPOSITIONS
Matrix decompositions are simple, widely available data mining tools used in a variety of applications. Understanding Complex Datasets: Data Mining with Matrix Decompositions presents underlying matrix theory and explains its effectiveness as a tool. The book demonstrates how to build models of complex data using real-world scientific and engineering systems. It focuses on a range of applications such as information retrieval, topic detection, geochemistry, astrophysics, microarray analysis, process control, counterterrorism, and social network analysis. A common dataset is used throughout the text, and figures generated from MATLAB© are included, along with URLs for downloading tools.

Auteur : SKILLICORN
Editeur : CHAPMAN \& HALL
Nombre de pages : 264
Date de publication : 06 2007

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