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Data Mining and Knowledge Discovery for Big Data: Methodologies, Challenge and Opportunities (Studies in Big Data)

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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.

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Art, Literature, and Passions of the Skies (Analecta Husserliana)
Art, Literature, and Passions of the Skies (Analecta Husserliana)

Flashes of lightning, resounding thunder, gloomy fog, brilliant sunshine…these are the life manifestations of the skies.  The concrete visceral experiences that living under those skies stir within us are the ground for individual impulses, emotions, sentiments that in their interaction generate their own ever-changing...

Developing Visual Basic Add-ins: The VB IDE Extensibility Model
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Most developers can think of dozens of ways in which they'd like to modify Visual Basic's integrated development environment (or IDE) in order to work more productively. These enhancements can range from simple items (like determining the version of Visual Basic for Applications used by the IDE, or clearing the Immediate...

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Lose weight eating at McDonald's, Burger King, KFC, and Wendy's?

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Mac OS X Developer's Guide
Mac OS X Developer's Guide
As you begin developing for Mac OS X, you'll face major changes, lots of difficult decisions, and also some terrific opportunities. The Mac OS X Developer's Guide aims to do more than help you make the transition painlessly: It's dedicated to helping you capitalize on these opportunities and positively thrive in this new environment....
Programming Languages and their Definition: Selected Papers (Lecture Notes in Computer Science) (v. 177)
Programming Languages and their Definition: Selected Papers (Lecture Notes in Computer Science) (v. 177)

The IBM Vienna Laboratory has made a significant contribution to the work on the semantic description of computer systems. Both the operational semantics descriptions ("VDL") and the later work on denotational semantics ("Meta-IV", "VEM") contain interesting scientific ideas. Partly because of the large...

Ivor Horton's Beginning Visual C++ 2005 (Programmer to Programmer)
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You'll learn the essentials of Visual C++ 2005 and get a thorough introduction to the techniques used for accessing data sources in both Microsoft® Foundation Classes and Windows® Forms applications. Plus, the exercises included at the end of most chapters will help you apply what you've learned as you make your way to becoming an effective...
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