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Reliable Knowledge Discovery

Name: Reliable Knowledge Discovery
Brand: Springer-Verlag New York Inc.
SKU: 01427099
Price: 79260 HUF
Availability: InStock
Author: James N. K. Liu
ISBN: 9781461419020

James N. K. Liu

Evgueni Smirnov

Honghua Dai

Language

English

Book Hardback

Libristo code: 01427099

Publishers Springer-Verlag New York Inc., February 2012

Reliable Knowledge Discovery focuses on theory, methods, and techniques for RKDD, a new sub-field of... Full description

Libristo code: 01427099

541 b

79 260 Ft

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Reliable Knowledge Discovery focuses on theory, methods, and techniques for RKDD, a new sub-field of KDD. It studies the theory and methods to assure the reliability and trustworthiness of discovered knowledge and to maintain the stability and consistency of knowledge discovery processes. RKDD has a broad spectrum of applications, especially in critical domains like medicine, finance, and military. §Reliable Knowledge Discovery also presents methods and techniques for designing robust knowledge-discovery processes. Approaches to assessing the reliability of the discovered knowledge are introduced. Particular attention is paid to methods for reliable feature selection, reliable graph discovery, reliable classification, and stream mining. Estimating the data trustworthiness is covered in this volume as well. Case studies are provided in many chapters. §Reliable Knowledge Discovery is designed for researchers and advanced-level students focused on computer science and electrical engineering as a secondary text or reference. Professionals working in this related field and KDD application developers will also find this book useful.