The Resource Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach
Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach
Resource Information
The item Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.This item is available to borrow from 2 library branches.
Resource Information
The item Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Missouri Libraries.
This item is available to borrow from 2 library branches.
- Summary
- "Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository." "Data Mining and Knowledge Discovery Handboook is designer for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management."--Jacket
- Language
- eng
- Extent
- 1 online resource (xxxv, 1,383 pages)
- Contents
-
- Preliminary; Introduction to Knowledge Discovery in Databases; Data Cleansing; Handling Missing Attribute Values; Geometric Methods for Feature Extraction and Dimensional Reduction; Dimension Reduction and Feature Selection; Discretization Methods; Outlier Detection; Introduction to Supervised Methods; Decision Trees; Bayesian Networks; Data Mining within a Regression Framework; Support Vector Machines; Rule Induction; Visualization and Data Mining for High Dimensional Datasets; Clustering Methods; Association Rules; Frequent Set Mining; Constraint-Based Data Mining; Link Analysis
- Isbn
- 9780387254654
- Label
- Data mining and knowledge discovery handbook
- Title
- Data mining and knowledge discovery handbook
- Statement of responsibility
- edited by Oded Maimon and Lior Rokach
- Subject
-
- Acquisition des connaissances (Systèmes experts) -- Guides, manuels, etc
- COMPUTERS -- Database Management | Data Mining
- Computer Communication Networks
- Computer science
- Data Storage Representation
- Data mining
- Data mining
- Data mining -- Handbooks, manuals, etc
- Data transmission systems
- Database management
- Exploration de données (Informatique) -- Guides, manuels, etc
- Handbooks and manuals
- Handbooks and manuals
- Information Storage and Retrieval
- Information storage and retrieval systems
- Informatique
- Input/Output and Data Communications
- Knowledge acquisition (Expert systems)
- Knowledge acquisition (Expert systems)
- Knowledge acquisition (Expert systems) -- Handbooks, manuals, etc
- Multimedia Information Systems
- Multimedia systems
- Language
- eng
- Summary
- "Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository." "Data Mining and Knowledge Discovery Handboook is designer for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management."--Jacket
- Action
- digitized
- Cataloging source
- COO
- Dewey number
- 006.3/12
- Illustrations
- illustrations
- Index
- index present
- LC call number
- QA76.9.D343
- LC item number
- D3765 2005
- Literary form
- non fiction
- Nature of contents
-
- dictionaries
- bibliography
- handbooks
- http://library.link/vocab/relatedWorkOrContributorName
-
- Maimon, Oded
- Rokach, Lior
- http://library.link/vocab/subjectName
-
- Data mining
- Knowledge acquisition (Expert systems)
- Exploration de données (Informatique)
- Acquisition des connaissances (Systèmes experts)
- COMPUTERS
- Computer science
- Data transmission systems
- Database management
- Information storage and retrieval systems
- Multimedia systems
- Computer Communication Networks
- Data Storage Representation
- Information Storage and Retrieval
- Input/Output and Data Communications
- Multimedia Information Systems
- Informatique
- Data mining
- Knowledge acquisition (Expert systems)
- Label
- Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach
- Bibliography note
- Includes bibliographical references and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Preliminary; Introduction to Knowledge Discovery in Databases; Data Cleansing; Handling Missing Attribute Values; Geometric Methods for Feature Extraction and Dimensional Reduction; Dimension Reduction and Feature Selection; Discretization Methods; Outlier Detection; Introduction to Supervised Methods; Decision Trees; Bayesian Networks; Data Mining within a Regression Framework; Support Vector Machines; Rule Induction; Visualization and Data Mining for High Dimensional Datasets; Clustering Methods; Association Rules; Frequent Set Mining; Constraint-Based Data Mining; Link Analysis
- Control code
- 77561398
- Dimensions
- unknown
- Extent
- 1 online resource (xxxv, 1,383 pages)
- Form of item
- online
- Isbn
- 9780387254654
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Other control number
-
- 9780387244358
- 10.1007/b107408
- Other physical details
- illustrations
- http://library.link/vocab/ext/overdrive/overdriveId
- 978-0-387-24435-8
- Reproduction note
- Electronic reproduction.
- Specific material designation
- remote
- System control number
- (OCoLC)77561398
- System details
- 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.
- Label
- Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach
- Bibliography note
- Includes bibliographical references and index
- Carrier category
- online resource
- Carrier category code
-
- cr
- Carrier MARC source
- rdacarrier
- Content category
- text
- Content type code
-
- txt
- Content type MARC source
- rdacontent
- Contents
- Preliminary; Introduction to Knowledge Discovery in Databases; Data Cleansing; Handling Missing Attribute Values; Geometric Methods for Feature Extraction and Dimensional Reduction; Dimension Reduction and Feature Selection; Discretization Methods; Outlier Detection; Introduction to Supervised Methods; Decision Trees; Bayesian Networks; Data Mining within a Regression Framework; Support Vector Machines; Rule Induction; Visualization and Data Mining for High Dimensional Datasets; Clustering Methods; Association Rules; Frequent Set Mining; Constraint-Based Data Mining; Link Analysis
- Control code
- 77561398
- Dimensions
- unknown
- Extent
- 1 online resource (xxxv, 1,383 pages)
- Form of item
- online
- Isbn
- 9780387254654
- Media category
- computer
- Media MARC source
- rdamedia
- Media type code
-
- c
- Other control number
-
- 9780387244358
- 10.1007/b107408
- Other physical details
- illustrations
- http://library.link/vocab/ext/overdrive/overdriveId
- 978-0-387-24435-8
- Reproduction note
- Electronic reproduction.
- Specific material designation
- remote
- System control number
- (OCoLC)77561398
- System details
- 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.
Subject
- Acquisition des connaissances (Systèmes experts) -- Guides, manuels, etc
- COMPUTERS -- Database Management | Data Mining
- Computer Communication Networks
- Computer science
- Data Storage Representation
- Data mining
- Data mining
- Data mining -- Handbooks, manuals, etc
- Data transmission systems
- Database management
- Exploration de données (Informatique) -- Guides, manuels, etc
- Handbooks and manuals
- Handbooks and manuals
- Information Storage and Retrieval
- Information storage and retrieval systems
- Informatique
- Input/Output and Data Communications
- Knowledge acquisition (Expert systems)
- Knowledge acquisition (Expert systems)
- Knowledge acquisition (Expert systems) -- Handbooks, manuals, etc
- Multimedia Information Systems
- Multimedia systems
Genre
Library Links
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Data-mining-and-knowledge-discovery-handbook/TTthDKL1hJs/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/Data-mining-and-knowledge-discovery-handbook/TTthDKL1hJs/">Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>
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<div class="citation" vocab="http://schema.org/"><i class="fa fa-external-link-square fa-fw"></i> Data from <span resource="http://link.library.missouri.edu/portal/Data-mining-and-knowledge-discovery-handbook/TTthDKL1hJs/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.library.missouri.edu/portal/Data-mining-and-knowledge-discovery-handbook/TTthDKL1hJs/">Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach</a></span> - <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.library.missouri.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.library.missouri.edu/">University of Missouri Libraries</a></span></span></span></span></div>
