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 ...
Read More
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.
Read Less
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Glued binding. Paper over boards. 230 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white, Figures. Chapman & Hall/CRC Data Mining and Knowledge Discovery.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Glued binding. Paper over boards. 230 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white, Figures. Chapman & Hall/CRC Data Mining and Knowledge Discovery.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Fine. Glued binding. Paper over boards. 230 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white, Figures. Chapman & Hall/CRC Data Mining and Knowledge Discovery. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Glued binding. Paper over boards. 230 p. Contains: Unspecified, Illustrations, black & white, Tables, black & white, Figures. Chapman & Hall/CRC Data Mining and Knowledge Discovery. In Stock. 100% Money Back Guarantee. Brand New, Perfect Condition, allow 4-14 business days for standard shipping. To Alaska, Hawaii, U.S. protectorate, P.O. box, and APO/FPO addresses allow 4-28 business days for Standard shipping. No expedited shipping. All orders placed with expedited shipping will be cancelled. Over 3, 000, 000 happy customers.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority!
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority!
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Glued binding. Paper over boards. 230 p. Contains: Illustrations, black & white, Tables, black & white, Figures. Chapman & Hall/CRC Data Mining and Knowledge Discovery.
