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Data Mining and Knowledge Discovery for Big Data - Methodologies, Challenge and Opportunities (Hardcover, 2014 ed.): Wesley W... Data Mining and Knowledge Discovery for Big Data - Methodologies, Challenge and Opportunities (Hardcover, 2014 ed.)
Wesley W Chu
R4,786 R3,641 Discovery Miles 36 410 Save R1,145 (24%) Ships in 12 - 19 working days

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."

Data Mining and Knowledge Discovery for Big Data - Methodologies, Challenge and Opportunities (Paperback, Softcover reprint of... Data Mining and Knowledge Discovery for Big Data - Methodologies, Challenge and Opportunities (Paperback, Softcover reprint of the original 1st ed. 2014)
Wesley W Chu
R2,916 Discovery Miles 29 160 Ships in 10 - 15 working days

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.

Journal on Data Semantics V (Paperback, 2006 ed.): Stefano Spaccapietra, Paolo Atzeni, Wesley W Chu, Tiziana Catarci, Katia P.... Journal on Data Semantics V (Paperback, 2006 ed.)
Stefano Spaccapietra, Paolo Atzeni, Wesley W Chu, Tiziana Catarci, Katia P. Sycara
R1,593 Discovery Miles 15 930 Ships in 10 - 15 working days

The LNCS Journal on Data Semantics is devoted to the presentation of notable work that addresses research and development on issues related to data semantics. Based on the highly visible publication platform Lecture Notes in Computer Science, this new journal is widely disseminated and available worldwide. The scope of the journal ranges from theories supporting the formal definition of semantic content to innovative domain-specific applications of semantic knowledge.

Distributed Processing and Data Base Systems, v. 2 - Distributed Data Base Systems (Paperback): Wesley W Chu Distributed Processing and Data Base Systems, v. 2 - Distributed Data Base Systems (Paperback)
Wesley W Chu
R3,538 Discovery Miles 35 380 Ships in 10 - 15 working days
Distributed Processing and Data Base Systems, v. 1 - Distributed Processing Systems (Paperback): Wesley W Chu Distributed Processing and Data Base Systems, v. 1 - Distributed Processing Systems (Paperback)
Wesley W Chu
R4,209 Discovery Miles 42 090 Ships in 10 - 15 working days
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