The leading introductory book on data mining, fully updated and revised! When Berry and Linoff wrote the first edition of Data Mining Techniques in the late 1990s, data mining was just starting to move out of the lab and into the office and has since grown to become an indispensable tool of modern business. This new edition--more than 50% new and revised-- is a significant update from the previous one, and shows you how to harness the newest data mining methods and techniques to solve common business problems. The duo of unparalleled authors share invaluable advice for improving response rates to direct marketing campaigns, identifying new customer segments, and estimating credit risk. In addition, they cover more advanced topics such as preparing data for analysis and creating the necessary infrastructure for data mining at your company.
"synopsis" may belong to another edition of this title.
Professors using this book as a text and readers learning on their own can benefit from exercises and data sets provided by JMP at jmp.com/en_us/academic/data-mining-techniques.html. The exercises were prepared by one of the authors (Michael Berry).From the Back Cover:
The newest edition of the leading introductory book on data mining, fully updated and revised
Who will remain a loyal customer and who won't? Which messages are most effective with which segments? How can customer value be maximized? This book supplies powerful tools for extracting the answers to these and other crucial business questions from the corporate databases where they lie buried. In the years since the first edition of this book, data mining has grown to become an indispensable tool of modern business. In this latest edition, Linoff and Berry have made extensive updates and revisions to every chapter and added several new ones. The book retains the focus of earlier editions—showing marketing analysts, business managers, and data mining specialists how to harness data mining methods and techniques to solve important business problems. While never sacrificing accuracy for the sake of simplicity, Linoff and Berry present even complex topics in clear, concise English with minimal use of technical jargon or mathematical formulas. Technical topics are illustrated with case studies and practical real-world examples drawn from the authors' experiences, and every chapter contains valuable tips for practitioners. Among the techniques newly covered, or covered in greater depth, are linear and logistic regression models, incremental response (uplift) modeling, naïve Bayesian models, table lookup models, similarity models, radial basis function networks, expectation maximization (EM) clustering, and swarm intelligence. New chapters are devoted to data preparation, derived variables, principal components and other variable reduction techniques, and text mining.
After establishing the business context with an overview of data mining applications, and introducing aspects of data mining methodology common to all data mining projects, the book covers each important data mining technique in detail.
This third edition of Data Mining Techniques covers such topics as:
How to create stable, long-lasting predictive models
Data preparation and variable selection
Modeling specific targets with directed techniques such as regression, decision trees, neural networks, and memory based reasoning
Finding patterns with undirected techniques such as clustering, association rules, and link analysis
Modeling business time-to-event problems such as time to next purchase and expected remaining lifetime
Mining unstructured text
The companion website provides data that can be used to test out the various data mining techniques in the book.
"About this title" may belong to another edition of this title.
Book Description Wiley, 2012. Soft cover. Book Condition: New. International Edition. 888pp. Book cover and ISBN different from US edition. Territorial Restrictions maybe printed on the book. This is an international edition. Bookseller Inventory # 327400
Book Description Softcover. Book Condition: New. 3rd edition. Brand NEW, Paperback International Edition. Black & White or color, Cover and ISBN may be different but similar contents as US editions. Standard delivery takes 5-9 business days by USPS with tracking number. Choose expedited shipping for superfast delivery 2-4 business days by DHL/FEDEX. We also ship to PO Box addresses but by Standard delivery. International Edition Textbooks may bear a label -Not for sale in the U.S. or Canada- etc. printed only to discourage U.S. students from obtaining an affordable copy. Legal to use despite any disclaimer on cover as per US court. No access code or CD included unless specified. In some instances, the international textbooks may have different exercises at the end of the chapters. Printed in English. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. 100% Customer satisfaction guaranteed! Please feel free to contact us for any queries. Bookseller Inventory # LPBD31483513
Book Description Wiley. PAPERBACK. Book Condition: New. 0470650931 New ,International edition , softcover ,Same text as US edition , ISBN /Cover may be different , Ready to ship, 5-8 business days worldwide delivery. Bookseller Inventory # INFFGK1464
Book Description Book Condition: Brand New. PAPERBACK,Book Condition New, International Edition. We Do not Ship APO FPO AND PO BOX. Cover Image & ISBN may be different from US edition but contents as US Edition. Printing in English language.NO CD AND ACCESS CODE. Quick delivery by USPS/UPS/DHL/FEDEX/ARAMEX ,Customer satisfaction guaranteed. We may ship the books from Asian regions for inventory purpose. Bookseller Inventory # ABEADH*##2360
Book Description Wiley. Book Condition: New. 0470650931 This is an International Edition. Brand New, Paperback, Delivery within 6-14 business days, Similar Contents as U.S Edition, ISBN and Cover design may differ, printed in Black & White. Choose Expedited shipping for delivery within 3-8 business days. We do not ship to PO Box, APO , FPO Address. In some instances, subjects such as Management, Accounting, Finance may have different end chapter case studies and exercises. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" and "Content may different from U.S. Edition" - printed only to discourage U.S. students from obtaining an affordable copy. The U.S. Supreme Court has asserted your right to purchase international editions, and ruled on this issue. Access code/CD is not provided with these editions , unless specified. We may ship the books from multiple warehouses across the globe, including India depending upon the availability of inventory storage. Customer satisfaction guaranteed. Bookseller Inventory # HU_9780470650936
Book Description Soft cover. Book Condition: New. NEW - International Edition - ISBN 9788126534722 - Same Contents as in US edition - in english - 3ed - - SHRINKwrapped BOXpacked - Printed in Asia - Cover image is different from US edition - There is no CD or Access Code, unless specified above - Ships from various locations - Expedited 2 to 4 day Delivery option available -Standard shipping takes 5 to 10 business days - Tracking number is emailed for every order -You get same study contents at a fraction of US edition cost - Save Hard earned money. Bookseller Inventory # R08
Book Description Paperback. Book Condition: NEW. This is an International Edition. Brand New Paperback- Same Title Author and Edition as listed. ISBN and Cover design differs. Similar Contents as U.S Edition. Delivery within 3-7 business days ACROSS THE GLOBE. We can ship to PO Box address in US. International Edition Textbooks may bear a label "Not for sale in the U.S. or Canada" or "For sale in Asia only" or similar restrictions- printed only to discourage students from obtaining an affordable copy. US Court has asserted your right to buy and use International edition. Access code/CD may not provided with these editions. We may ship the books from multiple warehouses across the globe including Asia depending upon the availability of inventory. Printed in English. Customer satisfaction guaranteed. Choose expedited shipping for Express delivery. Tracking number provided for every order. Bookseller Inventory # RU_9780470650936
Book Description Softcover. Book Condition: Brand New. .. Black & White or color International Edition. ISBN and front cover may be different, but contents are same as the US edition. Book printed in English. Territorial restrictions may be printed on the book. GET IT FAST within 3-5 business days by DHL/FedEx/Aramex and tracking number will be uploaded into your order page within 24-48 hours. Kindly provide day time phone number in order to ensure smooth delivery. No shipping to PO BOX, APO, FPO addresses. 100% Customer satisfaction guaranteed!. . Bookseller Inventory # UBS02874
Book Description Book Condition: Brand New. Brand New Paperback International Edition, Perfect Condition. Printed in English. Excellent Quality, Service and customer satisfaction guaranteed!. Bookseller Inventory # AIND-42114
Book Description Wiley. PAPERBACK. Book Condition: New. 0470650931 We ship from India. PAPERBACK INTERNATIONAL EDITION Brand New Copy. The ISBN-13 or Cover might be different but content is extactly same. We deliver in 5 - 9 days and actively resolve customer issues. Bookseller Inventory # 0470650931-ABAB