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The Top Ten Algorithms in Data Mining

Author: Xindong Wu
Publisher: CRC Press
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Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Mining provides a description of each algorithm, discusses its impact, and reviews current and future research. Thoroughly evaluated by independent reviewers, each chapter focuses on a particular algorithm and is written by either the original authors of the algorithm or world-class researchers who have extensively studied the respective algorithm. The book concentrates on the following important algorithms: C4.5, k-Means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, Naive Bayes, and CART. Examples illustrate how each algorithm works and highlight its overall performance in a real-world application. The text covers key topics—including classification, clustering, statistical learning, association analysis, and link mining—in data mining research and development as well as in data mining, machine learning, and artificial intelligence courses. By naming the leading algorithms in this field, this book encourages the use of data mining techniques in a broader realm of real-world applications. It should inspire more data mining researchers to further explore the impact and novel research issues of these algorithms.


The Rough Guide to France

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Publisher: Rough Guides UK
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The Rough Guide to France is the ultimate travel guide with clear maps and detailed coverage of all the best French attractions. Discover the length and breadth of this majestic country, from the stunning lavender-covered fields of sunny Provence to the beautiful, languid canals of Burgundy and the mighty Cathar castles of Languedoc. Informative full-colour features explore the very best French wines and cheeses, as well as France's key walking regions and routes, while an extensive language section will get you started on all the most important French phrases and vocabulary. Find detailed practical advice on what to see and do in France while relying on up-to-date descriptions of the best hotels in France, bars in France, restaurants in France, shops in France and French festivals for all budgets. You'll find expert tips on exploring France's varied landscapes, from the alpine slopes of the Alps to the vibrant metropolis of Paris; and authoritative background on France's history, wildlife and food, with the low-down on the top French films and books. Explore all corners of France with the clearest maps of any guide.


The Rough Guide to Corsica

Author: Rough Guides
Publisher: Rough Guides UK
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The Rough Guide to Corsica is the ultimate travel guide with clear maps and detailed coverage of all the best attractions Corsica has to offer. Discover the vibrant regions of Corsica from the beautiful island beaches of Corsica, to the amazing GR20 trail and scenic walks through this lush Mediterranean island. New full-colour features explore the most atmospheric festivals in Corsica and the charming traditional villages in Corsica with detailed information on traditional food, language and livelihoods. Find detailed practical advice on what to see and do in Corsica whilst relying on up-to-date descriptions of the best accommodation in Corsica; from Corsica's luxurious hotels to budget campsites in Corsica, bars in Corsica, restaurants in Corsica, and the best scenic walks and hikes around Corsica. This Rough Guide unearths the best places to hike, mountain bike, canyon, horse ride and scuba dive. Explore all corners of Corsica with the clearest maps of any guide. Make the most of your holiday with The Rough Guide to Corsica.


FAST Applications Handbook

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Foreign Crops and Markets

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The Michigan Alumnus

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In v.1-8 the final number consists of the Commencement annual.


Standard Rate Data Service

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Hardware

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YC Young Children

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Publications Related to Payments Under the State and Local Fiscal Assistance Act of 1972 revenue Sharing

Author: United States. Office of Revenue Sharing
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