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Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The popularity of the Web and Internet commerce provides many extremely large datasets from which information can be gleaned by data mining. This book focuses on practical algorithms that have been used to solve key problems in data mining and can be applied successfully to even the largest datasets. It begins with a discussion of the MapReduce framework, an important tool for parallelizing algorithms automatically. The authors explain the tricks of locality-sensitive hashing and stream-processing algorithms for mining data that arrives too fast for exhaustive processing. Other chapters cover the PageRank idea and related tricks for organizing the Web, the problems of finding frequent itemsets, and clustering. This third edition includes new and extended
Written by leading authorities in database and Web technologies, this book is essential reading for students and practitioners alike. The popularity of the Web and Internet commerce provides many extremely large datasets from which information can be gleaned by data mining. This book focuses on
This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types
The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and
Elwood Black wants complete control over the gold mining community of Thomaston. He surrounds himself with killers such as Clive Carter, outlaw and deadly gunman, and the Goliath-like pugilist, Sheriff Goran Ginsberg. He makes one fatal mistake - his man Carter kills Cyriac Halkias'
A massive survey of the disquieting paintings of Austrian provocateur Gottfried HelnweinThis substantial volume is the most complete monograph to date on the work of the provocative Austrian painter, photographer, filmmaker, performer and set designer Gottfried Helnwein (born 1948). Helwein's
Sin was a profitable commodity in a mining town like Motherlode. Lust made money for the madam, wrath and avarice created targets for the manhunter, and the newspaperman was greedy for stories. 'He had no right to take you against your will.' When a prostitute is raped during the robbery of the
Sentiment analysis is the computational study of people's opinions, emotions, and attitudes. This comprehensive introduction covers all core areas useful for researchers and practitioners in natural language processing, computer science, management sciences, and the social sciences. The second
This comprehensive review for researchers and practitioners in data mining and social networks surveys recent progress in team science. Focusing on underlying network structures, it presents models and algorithms for characterizing, predicting, optimizing, and explaining team performance, plus key
Rembrandt van Rijn (1606-1669) never left his homeland of the Netherlands but in his massive body of painting, drawing, and etching, he changed the course of Western art. His prolific oeuvre encompasses religious, historical, and secular scenes, as well as one of the most extraordinary series of
Dr Kenneth Lacovara, world-renowned paleontologist and discoverer of the super-massive Dreadnoughtus reveals how understanding dinosaurs can help us better understand our own
This book focuses on the application of data mining techniques in cricket. It provides detailed examples of how data mining can be helpful for decision-making in sports with special reference to cricket, particularly the quantitative features related to Twenty20 cricket, the latest and the most
A colour review of John Dixon's contribution to railway, mining and maritime
- This book is an updated version of a well-received book previously published in Chinese by Science Press of China (the first edition in 2006 and the second in 2013). It offers a systematic and practical overview of spatial data mining, which combines computer science and geo-spatial information
Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python presents an applied approach to data mining concepts and methods, using Python software for illustration Readers will learn how to implement a variety of popular data mining algorithms in Python (a free and
The recent, rapid, and massive expansion of higher education in the Western world has been such that in many developed countries it is now expected that close to--or more than--half of the population will have some significant engagement with a university at least once during their lives. More than
At long last, it's finally time for the THIRD massive hardcover collection of SAGA, the critically acclaimed sci-fi/fantasy series from the multiple Eisner Award-winning team of artist FIONA STAPLES and writer BRIAN K. VAUGHAN. Collecting 18 of the most shocking and impactful issues from the epic
'A massive compilation casting light not only upon the pain, suffering and sheer insanity of war, but also upon the unique comradeship and exhilaration of battle... this is a valuable addition to the literature of reference.' - The SpectatorPeter Tsouras brings 4,000 years of military history to
You know your one Nikita? You've seen her around town: always within 100 metres of Penneys (where she likes to spend her 'eurdos'), her hair done up in a 'hun bun', sporting her 'masso' runners and her eyebrows on fleek. In How to be Massive Nikita shares her illustrated guide to being massive,
After the Clone Wars, the Galactic Empire spared no expense to build a massive fleet of warships to enforce Imperial rule, intimidate defenseless worlds, and destroy all opposition. However, the Imperial Navy underestimated Rebel Alliance fighter pilots, who flew X-wing, Y-wing, A-wing, U-wing and
A step-by-step guide to data mining applications in CRM. Following a handbook approach, this book bridges the gap between analytics and their use in everyday marketing, providing guidance on solving real business problems using data mining techniques. The book is organized into three parts. Part
Our massive, global system of consumption is broken. Our individual relationship with our stuff is broken. In each of our homes, some stuff is broken. And the strain of rampant consumerism and manufacturing is breaking our planet. We need big, systemic changes, from public policy to global economic