Data Science Techniques for Cryptocurrency Blockchains (Record no. 47260)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01458 a2200181 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789811624179 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 332.4 LII |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Liiv, Innar |
| 245 ## - TITLE STATEMENT | |
| Title | Data Science Techniques for Cryptocurrency Blockchains |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Name of publisher, distributor, etc | Springer Nature |
| Place of publication, distribution, etc | Singapore |
| Date of publication, distribution, etc | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 110 |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Behaviormetrics : Quantitative Approaches to Human Behavior |
| Volume number/sequential designation | 9 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This book brings together two major trends: data science and blockchains. It is one of the first books to systematically cover the analytics aspects of blockchains, with the goal of linking traditional data mining research communities with novel data sources. Data science and big data technologies can be considered cornerstones of the data-driven digital transformation of organizations and society. The concept of blockchain is predicted to enable and spark transformation on par with that associated with the invention of the Internet. Cryptocurrencies are the first successful use case of highly distributed blockchains, like the world wide web was to the Internet.<br/><br/>The book takes the reader through basic data exploration topics, proceeding systematically, method by method, through supervised and unsupervised learning approaches and information visualization techniques, all the way to understanding the blockchain data from the network science perspective. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Cryptocurrencies |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Blockchains |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Data Science |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Book |
| Source of classification or shelving scheme | Dewey Decimal Classification |
No items available.
