| Description |
1 online resource (xviii, 369 pages) : illustrations |
| Series |
Advanced information and knowledge processing |
|
Advanced information and knowledge processing.
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| Contents |
Foundations -- Knowledge Discovery and Data Mining -- Automatic Discovery of Class Hierarchies via Output Space Decomposition -- Graph-based Mining of Complex Data -- Predictive Graph Mining with Kernel Methods -- TreeMiner: An Efficient Algorithm for Mining Embedded Ordered Frequent Trees -- Sequence Data Mining -- Link-based Classification -- Applications -- Knowledge Discovery from Evolutionary Trees -- Ontology-Assisted Mining of RDF Documents -- Image Retrieval using Visual Features and Relevance Feedback -- Significant Feature Selection Using Computational Intelligent Techniques for Intrusion Detection -- On-board Mining of Data Streams in Sensor Networks -- Discovering an Evolutionary Classifier over a High-speed Nonstatic Stream |
| Summary |
"With a good balance of introductory material on the knowledge discovery process, advanced issues and state-of-the-art tools and techniques, as well as recent working applications this book provides a representative selection of the available methods and their evaluation in real domains. It will be useful to students at Masters and PhD level in Computer Science, as well as practitioners in the field."--Jacket |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. http://purl.oclc.org/DLF/benchrepro0212 MiAaHDL |
|
Print version record |
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digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL |
| Subject |
Data mining.
|
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Data Mining
|
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COMPUTERS -- Desktop Applications -- Databases.
|
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COMPUTERS -- Database Management -- General.
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COMPUTERS -- System Administration -- Storage & Retrieval.
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Data mining.
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Informatique.
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Data mining
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| Form |
Electronic book
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| Author |
Bandyopadhyay, Sanghamitra, 1974-
|
| ISBN |
9781846282843 |
|
1846282845 |
|
1852339896 |
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9781852339890 |
|
9786610427185 |
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6610427186 |
|
