Knowledge Discovery in Databases
Language: English
Published by AAAI Press / MIT Press, Menlo Park, CA, 1991
- Softcover
- Used
Seller: Autumn Leaves Books, Crown Point, IN, U.S.A.Autumn Leaves Books
AbeBooks seller since March 21, 2024
Condition: Used - Near fine
£ 15.54
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First published 1991, Third printing, May 1993 per copy right page. Interior pages are clean and bright; binding is firm - no loose pages. No creases on spine - like new. There are no tears, writing or folds on inside pages. This is NOT an ex-lib and no remainder mark.
Seller Inventory # 000597
- Title
- Knowledge Discovery in Databases
- Author
- Piatetsky-Shapiro, Gregory; Frawley, William J.
- Publisher
- AAAI Press / MIT Press, Menlo Park, CA
- Publication year
- 1991
- Condition
- Near Fine
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 0262660709
- ISBN 13
- 9780262660709
- Printing
- 3rd Printing
Knowledge Discovery in Databases brings together current research on the exciting problem of discovering useful and interesting knowledge in databases. It spans many different approaches to discovery, including inductive learning, bayesian statistics, semantic query optimization, knowledge acquisition for expert systems, information theory, and fuzzy 1 sets.The rapid growth in the number and size of databases creates a need for tools and techniques for intelligent data understanding. Relationships and patterns in data may enable a manufacturer to discover the cause of a persistent disk failure or the reason for consumer complaints. But today's databases hide their secrets beneath a cover of overwhelming detail. The task of uncovering these secrets is called discovery in databases. This loosely defined subfield of machine learning is concerned with discovery from large amounts of possible uncertain data. Its techniques range from statistics to the use of domain knowledge to control search.Following an overview of knowledge discovery in databases, thirty technical chapters are grouped in seven parts which cover discovery of quantitative laws, discovery of qualitative laws, using knowledge in discovery, data summarization, domain specific discovery methods, integrated and multi-paradigm systems, and methodology and application issues. An important thread running through the collection is reliance on domain knowledge, starting with general methods and progressing to specialized methods where domain knowledge is built in.
Gregory Piatetski-Shapiro is Senior Member of Technical Staff and Principal Investigator of the Knowledge Discovery Project at GTE Laboratories. William Frawley is Principal Member of Technical Staff at GTE and Principal Investigator of the Learning in Expert Domains Project.
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Autumn Leaves Books
Crown Point, IN, U.S.A.
AbeBooks seller since March 21, 2024
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Autumn Leaves Books has been in the book selling business since 1996 in the Chicago and NW Indiana region. We specialize in fine illustrated and collectible children's books, children's literature, fairy tales and mythology. We also offer an eclectic mix of quality rare & out of print books on a diverse range of non-fiction subjects. Browse our storefront and you may find books on history, Civil War, WW2, philosophy, as well as vintage paperbacks and older science fiction books. We make every effort to fairly describe the condition of the book and identify any flaws (writing, tears, creases, folds), including that of the dust jacket. We use the "Fine" book condition judiciously when grading of the book or dust jacket. Our books are well cared for and most dust jackets will be in clear protective coverings. If you have any questions, please send us an e-mail.…
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