Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
The Top Ten Algorithms in Data Mining

Buy

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.

(HTML tags aren't allowed.)

Elements of Modern X-ray Physics
Elements of Modern X-ray Physics

Eagerly awaited, this second edition of a best-selling textcomprehensively describes from a modern perspective the basics ofx-ray physics as well as the completely new opportunities offeredby synchrotron radiation. Written by internationally acclaimedauthors, the style of the book is to develop the basic physicalprinciples without obscuring...

Cranes: Design, Practice, and Maintenance
Cranes: Design, Practice, and Maintenance
This book looks at all types of cranes and deals with container and grab unloader cranes in some detail.

The objective has been to give a general overview of this very wide subject and then to provide positive, practical guidance to anyone involved in the design, specification, selection, or operation and
...
Smarter Homes: How Technology Will Change Your Home Life (Design Thinking)
Smarter Homes: How Technology Will Change Your Home Life (Design Thinking)
Examine the history of smart homes, how technology shapes our lives, and ways you can think about the home when developing new products. This book presents the opportunities in the homespace that will come from understanding the history and multiple players that have contributed to the development of the home in general. ...

MCTS Windows SharePoint Services 3.0 Configuration Study Guide: Exam 70-631
MCTS Windows SharePoint Services 3.0 Configuration Study Guide: Exam 70-631

The first and only Study Guide for the MCTS Windows SharePoint Services 3.0 Configuration Exam (70-631)

Windows SharePoint Services 3.0 is a free collaborative tool that allows you to share and organize documents, contacts, and calendars; create polls; moderate the content of lists and share libraries; and more. Exam 70-631 tests...

Learn to Program with C
Learn to Program with C

Learn the fundamental programming principles using C, one of the most widely used programming languages in the world today. Learn to Program with C teaches computer programming to the complete beginner using the native C language. As such, it assumes you have no knowledge whatsoever about programming.

We discuss only those features...

MCSA/MCSE: Exchange Server 2003 Implementation and Management Study Guide (Exam 70-284)
MCSA/MCSE: Exchange Server 2003 Implementation and Management Study Guide (Exam 70-284)

Here’s the book you need to prepare for the Implementing and Managing Microsoft Exchange Server 2003 exam (70-284). This Study Guide was developed to meet the exacting requirements of today’s certification candidates. In addition to the consistent and accessible instructional approach that earned Sybex the “Best Study...

©2021 LearnIT (support@pdfchm.net) - Privacy Policy