Big data analytics for sustainable computing
Big data consists of data sets that are too large and complex for traditional data processing and data management applications. Therefore, to obtain the valuable information within the data, one must use a variety of innovative analytical methods, such as web analytics, machine learning, and network...
| Other Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Hershey, Pennsylvania
IGI Global,
[2020]
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| Series: | Advances in data mining and database management (ADMDM) book series.
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| Subjects: | |
| Online Access: | EBSCOhost Перейти в каталог НБ ТГУ |
| LEADER | 03448cam a2200457Ki 4500 | ||
|---|---|---|---|
| 001 | koha001014245 | ||
| 003 | OCoLC | ||
| 005 | 20250222070028.0 | ||
| 006 | m d | ||
| 007 | cr cnu---unuuu | ||
| 008 | 191004s2020 pau fob 001 0 eng d | ||
| 035 | |a koha001014245 | ||
| 040 | |a IGIGL |b eng |e rda |c IGIGL |d OCLCO |d OCLCF |d N$T |d YDX |d YDXIT | ||
| 020 | |a 9781522597520 |q electronic book | ||
| 020 | |a 1522597522 |q electronic book | ||
| 020 | |z 9781522597506 |q print | ||
| 024 | 7 | |a 10.4018/978-1-5225-9750-6 |2 doi | |
| 050 | 4 | |a QA76.9.B45 |b B5475 2020 | |
| 082 | 0 | 4 | |a 005.7 |2 23 |
| 049 | |a MAIN | ||
| 245 | 0 | 0 | |a Big data analytics for sustainable computing |c [edited by] Anandakumar Haldorai, Arulmurugan Ramu. |
| 264 | 1 | |a Hershey, Pennsylvania |b IGI Global, |c [2020] | |
| 300 | |a 1 online resource. | ||
| 490 | 1 | |a Advances in Data Mining and Database Management (ADMDM) Book Series | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Chapter 1. Understanding big data -- Chapter 2. A detailed study on classification algorithms in big data -- Chapter 3. Big data and analytics -- Chapter 4. Decoding big data analytics for emerging business through data-intensive applications and business intelligence: a review on analytics applications and theoretical aspects -- Chapter 5. Feature selection algorithm using relative odds for data mining classification -- Chapter 6. Social network analysis -- Chapter 7. Role of machine intelligence and big data in remote sensing -- Chapter 8. Provisioning system for application virtualization environments -- Chapter 9. Big data-based spectrum sensing for cognitive radio networks using artificial intelligence -- Chapter 10. Big data analytics in the healthcare industry: an analysis of healthcare applications in machine learning with big data analytics -- Chapter 11. Big data analytics and visualization for food health status determination using bigmart data -- Chapter 12. "Saksham model" performance improvisation using Node capability evaluation in apache hadoop. | |
| 520 | 3 | |a Big data consists of data sets that are too large and complex for traditional data processing and data management applications. Therefore, to obtain the valuable information within the data, one must use a variety of innovative analytical methods, such as web analytics, machine learning, and network analytics. As the study of big data becomes more popular, there is an urgent demand for studies on high-level computational intelligence and computing services for analyzing this significant area of information science. Big Data Analytics for Sustainable Computing is a collection of innovative rese. | |
| 588 | |a Description based on online resource; title from digital title page (viewed on December 02, 2019). | ||
| 653 | 0 | |a Big data. | |
| 653 | 7 | |a Big data. |2 fast |0 (OCoLC)fst01892965 | |
| 655 | 0 | |a EBSCO eBooks |9 905790 | |
| 655 | 4 | |a Electronic books. |9 899821 | |
| 700 | 1 | |a Haldorai, Anandakumar, |d 1983- |9 913365 | |
| 700 | 1 | |a Ramu, Arulmurugan, |d 1985- |9 913366 | |
| 710 | 2 | |a IGI Global, |e publisher. |9 899844 | |
| 830 | 0 | |a Advances in data mining and database management (ADMDM) book series. |9 910005 | |
| 856 | 4 | 0 | |3 EBSCOhost |u https://www.lib.tsu.ru/limit/2023/EBSCO/2257549.pdf |
| 856 | |y Перейти в каталог НБ ТГУ |u https://koha.lib.tsu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=1014245 | ||
| 910 | |a EBSCO eBooks | ||
| 999 | |c 1014245 |d 1014245 | ||
| 039 | |||