Items related to Knowledge Discovery in Databases (American Association...
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.
"synopsis" may belong to another edition of this title.
About the Author:
Gregory Piatetsky-Shapiro is Senior Member of Technical Staff and Principal Investigator of the Knowledge Discovery Project at GTE Laboratories.
"About this title" may belong to another edition of this title.
- PublisherMIT Press
- Publication date1992
- ISBN 10 0262660709
- ISBN 13 9780262660709
- BindingPaperback
- Number of pages540
Buy New
Learn more about this copy
£ 43.57
Shipping:
£ 9.98
From United Kingdom to U.S.A.
Top Search Results from the AbeBooks Marketplace
Stock Image
Knowledge Discovery in Databases (American Association for Artificial Intelligence)
Published by
MIT Press
(1991)
ISBN 10: 0262660709
ISBN 13: 9780262660709
New
Softcover
Quantity: > 20
Seller:
Rating
Book Description Condition: New. In. Seller Inventory # ria9780262660709_new
Buy New
£ 43.57
Convert currency
Stock Image
Knowledge Discovery in Databases
Print on Demand
Seller:
Rating
Book Description PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9780262660709
Buy New
£ 56.06
Convert currency
Stock Image
Knowledge Discovery in Databases (American Association for Artificial Intelligence)
Published by
MIT Press
(1991)
ISBN 10: 0262660709
ISBN 13: 9780262660709
New
Softcover
Quantity: > 20
Seller:
Rating
Book Description Condition: New. Seller Inventory # ABLIING23Feb2215580085060
Buy New
£ 64.26
Convert currency
Stock Image
Knowledge Discovery in Databases
Print on Demand
Seller:
Rating
Book Description PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9780262660709
Buy New
£ 43.52
Convert currency
Seller Image
Knowledge Discovery in Databases (American Association for Artificial Intelligence) [Paperback ]
Published by
AAAI Press
(1991)
ISBN 10: 0262660709
ISBN 13: 9780262660709
New
Soft Cover
Quantity: 5
Seller:
Rating
Book Description Soft Cover. Condition: new. This item is printed on demand. Seller Inventory # 9780262660709
Buy New
£ 74.24
Convert currency
Stock Image
Knowledge Discovery in Databases (AAAI Press Copublications)
Published by
Amer Assn for Artificial
(1992)
ISBN 10: 0262660709
ISBN 13: 9780262660709
New
Paperback
Quantity: 2
Seller:
Rating
Book Description Paperback. Condition: Brand New. 539 pages. 9.50x7.25x1.25 inches. In Stock. Seller Inventory # x-0262660709
Buy New
£ 84.61
Convert currency
Seller Image
Knowledge Discovery in Databases
Published by
MIT Press
(1991)
ISBN 10: 0262660709
ISBN 13: 9780262660709
New
Kartoniert / Broschiert
Quantity: > 20
Seller:
Rating
Book Description Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Über den AutorWilliam Frawley is Principal Member of Technical Staff at GTE and Principal Investigator of the Learning in Expert Domains Project.KlappentextKnowledge Discovery in Databases brings t. Seller Inventory # 543288798
Buy New
£ 58.60
Convert currency
Seller Image
Knowledge Discovery in Databases
Published by
MIT Press
(1991)
ISBN 10: 0262660709
ISBN 13: 9780262660709
New
Taschenbuch
Quantity: 1
Seller:
Rating
Book Description Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Knowledge Discovery in Databases brings together current research on the exciting problem of discovering useful and interesting knowledge in databases. Seller Inventory # 9780262660709
Buy New
£ 72.93
Convert currency