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1. |
Record Nr. |
UNINA9910488720903321 |
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Autore |
Liiv Innar |
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Titolo |
Data Science Techniques for Cryptocurrency Blockchains / / by Innar Liiv |
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Pubbl/distr/stampa |
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Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2021 |
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ISBN |
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Edizione |
[1st ed. 2021.] |
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Descrizione fisica |
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1 online resource (117 pages) |
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Collana |
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Behaviormetrics: Quantitative Approaches to Human Behavior, , 2524-4035 ; ; 9 |
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Disciplina |
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Soggetti |
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Statistics |
Mathematical statistics - Data processing |
Data mining |
Big data |
Applied Statistics |
Statistics and Computing |
Statistical Theory and Methods |
Data Mining and Knowledge Discovery |
Big Data |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Understanding the Data Model -- Exploration with Structured Query Language -- Association Rules -- Clustering -- Classification -- Visualization -- Network Science -- Conclusions . |
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Sommario/riassunto |
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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. |
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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. Chapters introduce the cryptocurrency blockchain data model and methods to explore it using structured query language, association rules, clustering, classification, visualization, and network science. Each chapter introduces basic concepts, presents examples with real cryptocurrency blockchain data and offers exercises and questions for further discussion. Such an approach intends to serve as a good starting point for undergraduate and graduate students to learn data science topics using cryptocurrency blockchain examples. It is also aimed at researchers and analysts who already possess good analytical and data skills, but who do not yet have the specific knowledge to tackle analytic questions about blockchain transactions. The readers improve their knowledge about the essential data science techniques in order to turn mere transactional information into social, economic, and business insights. |
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2. |
Record Nr. |
UNINA9910299811703321 |
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Autore |
Kempshall Chris |
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Titolo |
British, French and American Relations on the Western Front, 1914-1918 / / by Chris Kempshall |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Palgrave Macmillan, , 2018 |
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ISBN |
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Edizione |
[1st ed. 2018.] |
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Descrizione fisica |
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1 online resource (XIX, 306 p. 13 illus. in color.) |
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Disciplina |
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Soggetti |
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Military history |
France - History |
Great Britain - History |
United States - History |
World history |
Military History |
History of France |
History of Britain and Ireland |
US History |
World History, Global and Transnational History |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Introduction: 'Liberty and Union...' -- Part One: Confusion -- Building the Entente Cordiale -- Initial Interactions: The B.E.F. in France 1914-1915 -- Part Two: Co-Operation -- 'My heart softened to the French ... all at once I loved them': The Entente Cordiale at the Somme -- 'That liberty shall not perish from the Earth': America and the Entente Cordiale -- Part Three: Collapse -- Careless Disasters: Allied Relations in 1918 -- Allied Relations and l'apres guerre -- Conclusion: '... Now and Forever.' -- Bibliography -- Index. |
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Sommario/riassunto |
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This book provides a thorough examination of the relations between the men in the British, French and American armies on the Western Front of the First World War. The Allied victory in 1918 was built on the backs of British, French, and American soldiers who joined together to fight for a common cause. Using the diaries, records, and letters of these men, Chris Kempshall shows how these soldiers interacted with each other during four years of war. The British army that arrived in France in 1914 became isolated from their French allies and unable to coordinate with them. By 1916, Britain's professional soldiers were replaced by civilians who learned to love their French ally, who reached out to them in friendship. At the end of the war the introduction of American soldiers caused hope and conflict before perceived British failures brought the alliance to the brink of collapse. Final cooperation between these three nations saw them victorious. . |
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