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Distributed systems
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ISBN: 0890062129 0890062137 0890062145 9780890062128 Year: 1986 Publisher: Dedham, MA : Artech house,


Book
Data mining and knowledge discovery for big data : methodologies, challenge and opportunities
Author:
ISBN: 3642408362 3642408370 Year: 2014 Volume: 1 Publisher: Heidelberg, Germany : Springer,

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Abstract

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.

Advances in computer communications and networking
Author:
ISBN: 0890060495 9780890060490 Year: 1979 Publisher: Dedham Artech house

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Digital
Data Mining and Knowledge Discovery for Big Data : Methodologies, Challenge and Opportunities
Author:
ISBN: 9783642408373 Year: 2014 Publisher: Berlin, Heidelberg Springer

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Abstract

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.


Book
Proceedings of the 1975 ACM SIGCOMM/SIGOPS workshop on Interprocess communications
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Year: 1975 Publisher: New York : Association for Computing Machinery,

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Book
Tutorial : centralized and distributed data base systems
Authors: ---
Year: 1979 Publisher: New York (N.Y.): IEEE

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Book
Journal on Data Semantics V
Authors: --- --- --- --- --- et al.
ISBN: 9783540314271 Year: 2006 Publisher: Berlin Heidelberg Springer Berlin Heidelberg

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Abstract

The LNCS Journal on Data Semantics is devoted to the presentation of notable work that, in one way or another, 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. The journal addresses researchers and advanced practitioners working on the semantic web, interoperability, mobile information services, data warehousing, knowledge representation and reasoning, conceptual database modeling, ontologies, and artificial intelligence.


Digital
Journal on Data Semantics V
Authors: --- --- --- ---
ISBN: 9783540314271 Year: 2006 Publisher: Berlin Heidelberg Springer-Verlag GmbH

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