【免费下载】09新书《The Top Ten Algorithms in Data Mining》

相似文件 换一批

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

• Hardcover: 208 pages
• Publisher: Chapman & Hall/CRC; 1 edition (April 9, 2009)
• Language: English
• ISBN-10: 1420089641
• ISBN-13: 978-1420089646
  

The Best-Known Algorithms Currently Used in the Data MiningCommunity
Contributions from recognized leaders in the field

Identifying some of the most influential algorithms that are widely used in the data mining community, The Top Ten Algorithms in Data Miningprovides a description of each algorithm, discusses its impact, andreviews current and future research. Thoroughly evaluated byindependent reviewers, each chapter focuses on a particular algorithmand is written by either the original authors of the algorithm orworld-class researchers who have extensively studied the respectivealgorithm.


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 andhighlight its overall performance in a real-world application. The textcovers key topics—including classification, clustering, statisticallearning, association analysis, and link mining—in data mining researchand development as well as in data mining, machine learning, andartificial intelligence courses.


By naming theleading algorithms in this field, this book encourages the use of datamining techniques in a broader realm of real-world applications. Itshould inspire more data mining researchers to further explore theimpact and novel research issues of these algorithms.

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享2 收藏96 回帖

关键词：Data Mining Algorithms Algorithm 免费下载 ning The 新书 Mining Data ten

收藏，找个好时间再下，谢谢楼主

收下了，谢谢

书不错，收了！谢谢lz!!!!!!!!!!!!!!!

5# cylo

thank you very much!

好材料

谢谢楼主啊

没看明白……这是啥东西？

感谢lz默默的贡献