Synopsis
This comprehensive textbook on data mining details the unique steps of the knowledge discovery process that prescribes the sequence in which projects should be performed, from data understanding and preprocessing to deployment of the results. This knowledge discovery approach is what distinguishes Data Mining from other texts in this area. The book provides a suite of exercises and includes links to instructional presentations. Furthermore, it contains appendices covering relevant mathematical material.
The authors' experience and expertise ensure that this text will be an authoritative instructional tool. Researchers, practitioners and students are certain to consider this text an indispensable resource in successfully accomplishing the goals of their data mining projects.
"synopsis" may belong to another edition of this title.
From the Back Cover
This comprehensive textbook on data mining details the unique steps of the knowledge discovery process that prescribe the sequence in which data mining projects should be performed. Data Mining offers an authoritative treatment of all development phases from problem and data understanding through data preprocessing to deployment of the results. This knowledge discovery approach is what distinguishes this book from other texts in the area. It concentrates on data preparation, clustering and association rule learning (required for processing unsupervised data), decision trees, rule induction algorithms, neural networks, and many other data mining methods, focusing predominantly on those which have proven successful in data mining projects.
Based upon the authors’ previous successful book on data mining and knowledge discovery, this new volume has been extensively expanded, making it an effective instructional tool for advanced-level undergraduate and graduate courses. This book offers:
- A suite of exercises at the end of every chapter, designed to enhance the reader’s understanding of the theory and proficiency with the tools presented
- Links to all-inclusive instructional presentations for each chapter to ensure easy use in classroom teaching
- Extensive appendices covering relevant mathematical material for convenient look-up
- Methods for addressing issues related to data privacy and security within the context of data mining, enabling the reader to balance potentially conflicting aims
- Summaries and bibliographical notes for each chapter, providing a broader perspective of the concepts and methods described
Researchers, practitioners and students are certain to consider this volume an indispensable resource in successfullyaccomplishing the goals of their data mining projects.
"About this title" may belong to another edition of this title.
Other Popular Editions of the Same Title
Search results for Data Mining: A Knowledge Discovery Approach
Seller Image
Data Mining: A Knowledge Discovery Approach
Seller: Bookbot, Prague, Czech Republic
Seller rating 5 out of 5 stars
Softcover. Condition: As New. Leichte Kratzer / Abnutzungen / Druckstellen. "If you torture the data long enough, Nature will confess," stated Nobel-winning economist Ronald Coase. This remains true, yet achieving this goal is challenging. The phrase "long enough" can often translate to "too long" in many applications, making it impractical. To extract insights from large data sets, one must employ advanced "torturing" tools, and Nature is often reluctant to reveal its secrets. Despite these challenges, readers will discover several effective data mining tools within this insightful book. It addresses a wide range of issues related to data mining methodologies, techniques, and algorithms. The content begins with data understanding and preprocessing, progresses through supervised and unsupervised learning methods, and concludes with model assessment and considerations of data security and privacy. This comprehensive approach to the knowledge discovery process distinguishes the book, making it an essential resource among data mining literature. In today's world, virtually every aspect of human activity is influenced by the necessity and desire to collect data, leading to significant implications for how we understand and utilize this information. Seller Inventory # 8b3d9452-66a7-4713-ae6b-feb8f6d0cadb
Buy Used
£ 14.79
£ 18.28 shipping
Ships from Czech Republic to U.S.A.
Ships from Czech Republic to U.S.A.
Quantity: 1 available
Stock Image
Data Mining (eng)
Print on DemandSeller: Brook Bookstore On Demand, Napoli, NA, Italy
Seller rating 4 out of 5 stars
Condition: new. Questo è un articolo print on demand. Seller Inventory # ZIW0TMT7S1
Buy New
£ 63.01
£ 9.58 shipping
Ships from Italy to U.S.A.
Ships from Italy to U.S.A.
Quantity: Over 20 available
Stock Image
Data Mining: A Knowledge Discovery Approach
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781441941206_new
Buy New
£ 75.83
£ 11.98 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Data Mining : A Knowledge Discovery Approach
Seller: Chiron Media, Wallingford, United Kingdom
Seller rating 5 out of 5 stars
PF. Condition: New. Seller Inventory # 6666-IUK-9781441941206
Buy New
£ 74.32
£ 15.49 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 10 available
Seller Image
Data Mining
Print on DemandSeller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This comprehensive textbook on data mining details the unique steps of the knowledge discovery process that prescribes the sequence in which data mining projects should be performed, from problem and data understanding through datapreprocessing to deployment of the results. This knowledge discovery approach is what distinguishes Data Mining from other texts in this area.The book provides a suite of exercises and includes links to instructional presentations. Furthermore, it containsappendices of relevant mathematical material. 624 pp. Englisch. Seller Inventory # 9781441941206
Seller Image
Data Mining
Print on DemandSeller: moluna, Greven, Germany
Seller rating 4 out of 5 stars
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides suite of exercisesIncludes links to instructional presentationsContains appendices of relevant mathematical materialThis comprehensive textbook on data mining details the unique steps of the knowledge discovery process that pr. Seller Inventory # 4174477
Buy New
£ 65.39
£ 42.67 shipping
Ships from Germany to U.S.A.
Ships from Germany to U.S.A.
Quantity: Over 20 available
Stock Image
Data Mining: A Knowledge Discovery Approach
Published by
Springer-Verlag New York Inc., 2010
ISBN 10: 1441941207
ISBN 13: 9781441941206
New
Paperback / softback
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days. Seller Inventory # C9781441941206
Buy New
£ 89.72
£ 21.72 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: Over 20 available
Stock Image
Data Mining
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. pp. 624. Seller Inventory # 263065856
Stock Image
Data Mining
Print on DemandSeller: Majestic Books, Hounslow, United Kingdom
Seller rating 4 out of 5 stars
Condition: New. Print on Demand pp. 624 66:B&W 7 x 10 in or 254 x 178 mm Perfect Bound on White w/Gloss Lam. Seller Inventory # 5863391
Buy New
£ 109.14
£ 6.50 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 4 available
Stock Image
Data Mining
Print on DemandSeller: Biblios, Frankfurt am main, HESSE, Germany
Seller rating 4 out of 5 stars
Condition: New. PRINT ON DEMAND pp. 624. Seller Inventory # 183065866