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Whatever your field, if you work with large quantities of information, this book is essential reading-an authoritative theoretical resource and a practical guide to meeting the toughest storage and access challenges. In this fully updated second edition of the highly acclaimed Managing Gigabytes, authors Witten, Moffat, and Bell continue to provide unparalleled coverage of state-of-the-art techniques for compressing and indexing data. Week 12 : Web characterization, power laws and research problems. Week 9 : Dimension reduction and nearest neighbor algorithms. Week 7 : Streaming Algorithms: reservoir sampling, estimating distinct values and frequency moments Week 8 : Sketching algorithms for estimating similarity and applications to clustering. As "trauma" adopted a more widely defined scope, traumatology as a field developed a more interdisciplinary approach.
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If you care about search engines, you need this book: it is the only one with full details of how they work.Īlfred Hitchcock gave his name to a genre with the tag 'Hitchcockian'. The authors have done an outstanding job of incorporating and describing the most significant new research in information retrieval over the past five years into this second edition.
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It's required reading for our search gurus at Infoseek. File Name: managing gigabytes compressing and indexing documents and images.