What is the definition of data mining that the author mentions? How is this different from our current understanding of data mining?
What is the premise of the use case and findings?
What type of tools are used in the data mining aspect of the use case and how are they used?
Were the tools used appropriate for the use case? Why or why not?INTRODUCTION TO DATA MINING
INTRODUCTION TO DATA MINING
SECOND EDITION
PANG-NING TAN
Michigan State Universit
MICHAEL STEINBACH
University of Minnesota
ANUJ KARPATNE
University of Minnesota
VIPIN KUMAR
University of Minnesota
330 Hudson Street, NY NY 10013
Director, Portfolio Management: Engineering, Computer Science & Global
Editions: Julian Partridge
Specialist, Higher Ed Portfolio Management: Matt Goldstein
Portfolio Management Assistant: Meghan Jacoby
Managing Content Producer: Scott Disanno
Content Producer: Carole Snyder
Web Developer: Steve Wright
Rights and Permissions Manager: Ben Ferrini
Manufacturing Buyer, Higher Ed, Lake Side Communications Inc (LSC):
Maura Zaldivar-Garcia
Inventory Manager: Ann Lam
Product Marketing Manager: Yvonne Vannatta
Field Marketing Manager: Demetrius Hall
Marketing Assistant: Jon Bryant
Cover Designer: Joyce Wells, jWellsDesign
Full-Service Project Management: Chandrasekar Subramanian, SPi Global
Copyright ©2019 Pearson Education, Inc. All rights reserved. Manufactured in
the United States of America. This publication is protected by Copyright, and
permission should be obtained from the publisher prior to any prohibited
reproduction, storage in a retrieval system, or transmission in any form or by
any means, electronic, mechanical, photocopying, recording, or likewise. For
information regarding permissions, request forms and the appropriate
contacts within the Pearson Education Global Rights & Permissions
department, please visit www.pearsonhighed.com/permissions/.
Many of the designations by manufacturers and sellers to distinguish their
products are claimed as trademarks. Where those designations appear in this
book, and the publisher was aware of a trademark claim, the designations
have been printed in initial caps or all caps.
Library of Congress Cataloging-in-Publication Data on File
Names: Tan, Pang-Ning, author. | Steinbach, Michael, author. | Karpatne,
Anuj, author. | Kumar, Vipin, 1956- author.
Title: Introduction to Data Mining / Pang-Ning Tan, Michigan State University,
Michael Steinbach, University of Minnesota, Anuj Karpatne, University of
Minnesota, Vipin Kumar, University of Minnesota.
Description: Second edition. | New York, NY : Pearson Education, [2019] |
Includes bibliographical references and index.
Identifiers: LCCN 2017048641 | ISBN 9780133128901 | ISBN 0133128903
Subjects: LCSH: Data mining.
Classification: LCC QA76.9.D343 T35 2019 | DDC 006.3/12–dc23 LC record
available at https://lccn.loc.gov/2017048641
1 18
ISBN-10: 0133128903
ISBN-13: 9780133128901
To our families …
Preface to the Second Edition
Since the first edition, roughly 12 years ago, much has changed in the field of
data analysis. The volume and variety of data being collected continues to
increase, as has the rate (velocity) at which it is being collected and used to
make decisions. Indeed, the term, Big Data, has been used to refer to the
massive and diverse data sets now a
Why Choose Us
- 100% non-plagiarized Papers
- 24/7 /365 Service Available
- Affordable Prices
- Any Paper, Urgency, and Subject
- Will complete your papers in 6 hours
- On-time Delivery
- Money-back and Privacy guarantees
- Unlimited Amendments upon request
- Satisfaction guarantee
How it Works
- Click on the “Place Order” tab at the top menu or “Order Now” icon at the bottom and a new page will appear with an order form to be filled.
- Fill in your paper’s requirements in the "PAPER DETAILS" section.
- Fill in your paper’s academic level, deadline, and the required number of pages from the drop-down menus.
- Click “CREATE ACCOUNT & SIGN IN” to enter your registration details and get an account with us for record-keeping and then, click on “PROCEED TO CHECKOUT” at the bottom of the page.
- From there, the payment sections will show, follow the guided payment process and your order will be available for our writing team to work on it.