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Towards Analytical Techniques For Optimizing Knowledge Acquisition Processing Propagation And Use In Cyberinfrastructure And Big Data Kreinovich

SKU: BELL-6752720

Towards Analytical Techniques For Optimizing Knowledge Acquisition Processing Propagation And Use In Cyberinfrastructure And Big Data Kreinovich

$ 31.00 ~~$ 45.00~~ (-31%)

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Towards Analytical Techniques For Optimizing Knowledge Acquisition Processing Propagation And Use In Cyberinfrastructure And Big Data Kreinovich instant download after payment.

Publisher: Springer

File Extension: PDF

File size: 1.9 MB

Pages: 146

Author: Kreinovich, Vladik; Lerma, Leonardo Octavio

ISBN: 9783319613482, 9783319613499, 3319613480, 3319613499

Language: English

Year: 2018

Product desciption

Towards Analytical Techniques For Optimizing Knowledge Acquisition Processing Propagation And Use In Cyberinfrastructure And Big Data Kreinovich by Kreinovich, Vladik; Lerma, Leonardo Octavio 9783319613482, 9783319613499, 3319613480, 3319613499 instant download after payment.

This book describes analytical techniques for optimizing knowledge acquisition, processing, and propagation, especially in the contexts of cyber-infrastructure and big data. Further, it presents easy-to-use analytical models of knowledge-related processes and their applications. The need for such methods stems from the fact that, when we have to decide where to place sensors, or which algorithm to use for processing the data—we mostly rely on experts’ opinions. As a result, the selected knowledge-related methods are often far from ideal. To make better selections, it is necessary to first create easy-to-use models of knowledge-related processes. This is especially important for big data, where traditional numerical methods are unsuitable. The book offers a valuable guide for everyone interested in big data applications: students looking for an overview of related analytical techniques, practitioners interested in applying optimization techniques, and researchers seeking to improve and expand on these techniques.
Abstract: This book describes analytical techniques for optimizing knowledge acquisition, processing, and propagation, especially in the contexts of cyber-infrastructure and big data.