Coverart for item
The Resource Advances in knowledge discovery and management, Fabrice Guillet ... [et al.] (eds.), (electronic book)

Advances in knowledge discovery and management, Fabrice Guillet ... [et al.] (eds.), (electronic book)

Label
Advances in knowledge discovery and management
Title
Advances in knowledge discovery and management
Statement of responsibility
Fabrice Guillet ... [et al.] (eds.)
Contributor
Subject
Language
eng
Member of
Cataloging source
GW5XE
Dewey number
658.4038011
Illustrations
illustrations
Index
no index present
LC call number
QA76.9.D343
LC item number
A38 2010
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Guillet, Fabrice
Series statement
Studies in computational intelligence,
Series volume
292
http://library.link/vocab/subjectName
  • Data mining
  • Knowledge management
  • Information retrieval
  • Semantic Web
Label
Advances in knowledge discovery and management, Fabrice Guillet ... [et al.] (eds.), (electronic book)
Instantiates
Publication
Note
International conference proceedings
Bibliography note
Includes bibliographical references
Color
multicolored
Contents
Part 1: Supervised learning and information retrieval. Discrepancy analysis of complex objects using dissimilarities -- A Bayes evaluation criterion for decision trees -- Classifying very-high-dimensional data with random forests of oblique decision trees -- Intensive use of correspondence analysis for large scale content-based image retrieval -- Toward a better integration of spatial relations in learning with graphical models. Part 2: Unsupervised learning. Multigranular manipulations for OLAP querying -- A new approach for unsupervised classification in image segmentation -- Cluster-dependent feature selection through a weighted learning paradigm -- Two variants of the OKM for overlapping clustering -- A stable decomposition algorithm for dynamic social network analysis. Part 3: Security and data streaming. An hybrid data stream summarizing approach by sampling and clustering -- SPAMS: a novel incremental approach for sequential pattern mining in data streams -- Mining common outliers for intrusion detection -- Intrusion detections in collaborative organizations by preserving privacy. Part 4: Ontologies and Semantic [i.e. semantics]. Alignment-based partitioning of large-scale ontologies -- Learning ontologies with deep lass hierarchies by mining the content of relational databases -- Semantic analysis for the geospatial semantic web -- Statistically valid links and anti-links between words and between documents: applying TourneBool randomization
Control code
SPR676699993
Dimensions
unknown
Extent
1 online resource (xii, 336 p.)
Form of item
online
Isbn
9783642005800
Other physical details
many fig. (some col.), tab.
Specific material designation
remote
Label
Advances in knowledge discovery and management, Fabrice Guillet ... [et al.] (eds.), (electronic book)
Publication
Note
International conference proceedings
Bibliography note
Includes bibliographical references
Color
multicolored
Contents
Part 1: Supervised learning and information retrieval. Discrepancy analysis of complex objects using dissimilarities -- A Bayes evaluation criterion for decision trees -- Classifying very-high-dimensional data with random forests of oblique decision trees -- Intensive use of correspondence analysis for large scale content-based image retrieval -- Toward a better integration of spatial relations in learning with graphical models. Part 2: Unsupervised learning. Multigranular manipulations for OLAP querying -- A new approach for unsupervised classification in image segmentation -- Cluster-dependent feature selection through a weighted learning paradigm -- Two variants of the OKM for overlapping clustering -- A stable decomposition algorithm for dynamic social network analysis. Part 3: Security and data streaming. An hybrid data stream summarizing approach by sampling and clustering -- SPAMS: a novel incremental approach for sequential pattern mining in data streams -- Mining common outliers for intrusion detection -- Intrusion detections in collaborative organizations by preserving privacy. Part 4: Ontologies and Semantic [i.e. semantics]. Alignment-based partitioning of large-scale ontologies -- Learning ontologies with deep lass hierarchies by mining the content of relational databases -- Semantic analysis for the geospatial semantic web -- Statistically valid links and anti-links between words and between documents: applying TourneBool randomization
Control code
SPR676699993
Dimensions
unknown
Extent
1 online resource (xii, 336 p.)
Form of item
online
Isbn
9783642005800
Other physical details
many fig. (some col.), tab.
Specific material designation
remote

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