Your search: Books » Author: Witten, Ian H
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Data Mining: Practical Machine Learning Tools and Techniques
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Ian H Witten, Eibe Frank
As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on oceans of data. But there is no magic in machine learning, no hidden power, no alchemy. Instead there is an identifiable body of ...
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Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations
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Ian H Witten, Eibe Frank, Jim Gray (Foreword by)
This book offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. Inside, you'll learn all you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful ...
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How to Build a Digital Library
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Ian H Witten, David I Bainbridge
Given modern society's need to control its ever-increasing body of information, digital libraries will be among the most important and influential institutions of this century. With their versatility, accessibility, and economy, these focused collections of everything digital are fast becoming the "banks" in which the world's wealth of information ...
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The Reactive Keyboard
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John J. Darragh, Ian H. Witten
Extremely slow communication is a daily reality for many people with different forms of physical disability. Modern computer interfaces can be designed to enhance expressive communication. This is accomplished first by supplying facilities to tailor them to each particular user's residual physical disabilities, and second by automatically ...
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Web Dragons: Inside the Myths of Search Engine Technology
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Ian H Witten, Marco Gori, Teresa Numerico
In the eye-blink that has elapsed since the turn of the millennium, the lives of those of us who work with information have been utterly transformed. Pretty well all we need to know is on the web; if not today, then tomorrow. It's where we learn and play, shop and do business, keep up with old friends and meet new ones. What makes it possible for ...
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Managing Gigabytes: Compressing and Indexing Documents and Images, Second Edition
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Ian H Witten, Alistair Moffat, Timothy C Bell
In this fully updated second edition of the highly acclaimed Managing Gigabytes, authors Written, Moffat, and Bell continue to provide unparalleled coverage of state-of-the-art techniques for compressing and indexing data. Whatever your field, if you work with large quantities of information, this book is essential reading - an authoritative ...
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Communicating with Microcomputers: An Introduction to the Technology of Man-Computer Communication
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Ian H Witten
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Managing Gigabytes
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Ian H Witten, Alistair Moffat, Timothy C Bell
With this guide in hand, the reader will gain a practical understanding of how to put together a computer system that will permit the compression of thousands of documents, and the retrieval of particular items that contain any combination of keywords.
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Data Mining: Know It All
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Ian H Witten, Soumen Chakrabarti, Earl Cox
This book brings all of the elements of data mining together in a single volume, saving the reader the time and expense of making multiple purchases. It consolidates both introductory and advanced topics, thereby covering the gamut of data mining and machine learning tactics from data integration and pre-processing, to fundamental algorithms, to ...
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