The Resource Advanced techniques in knowledge discovery and data mining, Nikhil R. Pal and Lakhmi Jain (eds.), (electronic resource)

Advanced techniques in knowledge discovery and data mining, Nikhil R. Pal and Lakhmi Jain (eds.), (electronic resource)

Label
Advanced techniques in knowledge discovery and data mining
Title
Advanced techniques in knowledge discovery and data mining
Statement of responsibility
Nikhil R. Pal and Lakhmi Jain (eds.)
Contributor
Provider
Subject
Language
eng
Summary
This book presents research on some of the most recent advances in data mining and knowledge discovery, providing theory as well as its applications on practical real world applications. The methodologies discussed encompass tools like Bayesian networks, and major facets of computational intelligence paradigms. Contributions from top class researchers include: Recent trends in data mining and knowledge discovery Advanced data mining techniques in semi-conductor manufacturing Clustering and visualization in retail markets baskets Segmentation of continuous data Instance selection using evolutionary algorithms Cooperative co-evolution for data mining of Bayesian networks Knowledge discovery and data mining in medicine Satellite image classification Knowledge discovery using rough sets This book presents both practical detail and some of the most up-to-date theory in the field, useful for postgraduates and those who wish to develop applications using advanced data mining and knowledge discovery techniques
Member of
Cataloging source
COO
Image bit depth
0
LC call number
QA76.76.E95
LC item number
A335 2004
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Pal, Nikhil R
  • Jain, L. C
Series statement
Advanced Information and Knowledge Processing
http://library.link/vocab/subjectName
  • Knowledge acquisition (Expert systems)
  • Data mining
  • Informatique
  • Data mining
  • Knowledge acquisition (Expert systems)
  • Data mining
  • Kennisverwerving
Label
Advanced techniques in knowledge discovery and data mining, Nikhil R. Pal and Lakhmi Jain (eds.), (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Trends in Data Mining and Knowledge Discovery -- Advanced Methods for the Analysis of Semiconductor Manufacturing Process Data -- Clustering and Visualization of Retail Market Baskets -- Segmentation of Continuous Data Streams Based on a Change Detection Methodology -- Instance Selection Using Evolutionary Algorithms: An Experimental Study -- Using Cooperative Coevolution for Data Mining of Bayesian Networks -- Knowledge Discovery and Data Mining in Medicine -- Satellite Image Classification Using Cascaded Architecture of Neural Fuzzy Network -- Discovery of Positive and Negative Rules from Medical Databases Based on Rough Sets
Dimensions
unknown
Extent
1 online resource (xii, 254 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781852338671
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-1-85233-867-1
System control number
  • (OCoLC)262680361
  • (OCoLC)ocn262680361
Label
Advanced techniques in knowledge discovery and data mining, Nikhil R. Pal and Lakhmi Jain (eds.), (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Trends in Data Mining and Knowledge Discovery -- Advanced Methods for the Analysis of Semiconductor Manufacturing Process Data -- Clustering and Visualization of Retail Market Baskets -- Segmentation of Continuous Data Streams Based on a Change Detection Methodology -- Instance Selection Using Evolutionary Algorithms: An Experimental Study -- Using Cooperative Coevolution for Data Mining of Bayesian Networks -- Knowledge Discovery and Data Mining in Medicine -- Satellite Image Classification Using Cascaded Architecture of Neural Fuzzy Network -- Discovery of Positive and Negative Rules from Medical Databases Based on Rough Sets
Dimensions
unknown
Extent
1 online resource (xii, 254 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781852338671
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-1-85233-867-1
System control number
  • (OCoLC)262680361
  • (OCoLC)ocn262680361

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