Download the fantastic book titled Data Mining and Knowledge Discovery for Big Data written by Wesley W. Chu, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Data Mining and Knowledge Discovery for Big Data", which was released on 24 September 2013. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Technology & Engineering genre.
Summary of Data Mining and Knowledge Discovery for Big Data by Wesley W. Chu PDF
The field of data mining has made significant and far-reaching advances over the past three decades. Because of its potential power for solving complex problems, data mining has been successfully applied to diverse areas such as business, engineering, social media, and biological science. Many of these applications search for patterns in complex structural information. In biomedicine for example, modeling complex biological systems requires linking knowledge across many levels of science, from genes to disease. Further, the data characteristics of the problems have also grown from static to dynamic and spatiotemporal, complete to incomplete, and centralized to distributed, and grow in their scope and size (this is known as big data). The effective integration of big data for decision-making also requires privacy preservation. The contributions to this monograph summarize the advances of data mining in the respective fields. This volume consists of nine chapters that address subjects ranging from mining data from opinion, spatiotemporal databases, discriminative subgraph patterns, path knowledge discovery, social media, and privacy issues to the subject of computation reduction via binary matrix factorization.
Detail About Data Mining and Knowledge Discovery for Big Data PDF
- Author : Wesley W. Chu
- Publisher : Springer Science & Business Media
- Genre : Technology & Engineering
- Total Pages : 311 pages
- ISBN : 3642408370
- Release Date : 24 September 2013
- PDF File Size : 8,7 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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