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The Resource Advances in Knowledge Discovery and Data Mining : 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. Proceedings, edited by Honghua Dai, Ramakrishnan Srikant, Chengqi Zhang, (electronic resource)

Advances in Knowledge Discovery and Data Mining : 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. Proceedings, edited by Honghua Dai, Ramakrishnan Srikant, Chengqi Zhang, (electronic resource)

Creator
Editor
Contributor
Summary
This book constitutes the refereed proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data mining, PAKDD 2004, held in Sydney, Australia in May 2004. The 50 revised full papers and 31 revised short papers presented were carefully reviewed and selected from a total of 238 submissions. The papers are organized in topical sections on classification; clustering; association rules; novel algorithms; event mining, anomaly detection, and intrusion detection; ensemble learning; Bayesian network and graph mining; text mining; multimedia mining; text mining and Web mining; statistical methods, sequential data mining, and time series mining; and biomedical data mining
Language
eng
Work
Publication
Extent
XIX, 716 p.
Contents
  • Invited Speeches
  • Session 1A: Classification (I)
  • Session 1B: Clustering (I)
  • Session 1C: Association Rules (I)
  • Session 2A: Novel Algorithms (I)
  • Session 2B: Association (II)
  • Session 2C: Classification (II)
  • Session 3A: Event Mining, Anomaly Detection, and Intrusion Detection
  • Session 3B: Ensemble Learning
  • Session 3C: Bayesian Network and Graph Mining
  • Session 3D: Text Mining (I)
  • Session 4A: Clustering (II)
  • Session 4B: Association (III)
  • Session 4C: Novel Algorithms (II)
  • Session 4D: Multimedia Mining
  • Session 5A: Text Mining and Web Mining (II)
  • Session 5B: Statistical Methods, Sequential Data Mining, and Time Series Mining
  • Session 5C: Novel Algorithms (III)
  • Session 5D: Biomedical Mining
Isbn
9783540247753
Instance
Label
Advances in Knowledge Discovery and Data Mining : 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. Proceedings
Title
Advances in Knowledge Discovery and Data Mining
Title remainder
8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. Proceedings
Statement of responsibility
edited by Honghua Dai, Ramakrishnan Srikant, Chengqi Zhang
Creator
Contributor
Editor
Provider
Subject
Language
eng
Summary
This book constitutes the refereed proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data mining, PAKDD 2004, held in Sydney, Australia in May 2004. The 50 revised full papers and 31 revised short papers presented were carefully reviewed and selected from a total of 238 submissions. The papers are organized in topical sections on classification; clustering; association rules; novel algorithms; event mining, anomaly detection, and intrusion detection; ensemble learning; Bayesian network and graph mining; text mining; multimedia mining; text mining and Web mining; statistical methods, sequential data mining, and time series mining; and biomedical data mining
Member of
http://library.link/vocab/creatorName
Dai, Honghua
Image bit depth
0
LC call number
  • Q334-342
  • TJ210.2-211.495
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Srikant, Ramakrishnan.
  • Zhang, Chengqi.
  • SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
3056
http://library.link/vocab/subjectName
  • Computer science
  • Database management
  • Information storage and retrieval systems
  • Multimedia systems
  • Artificial intelligence
  • Management information systems
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Database Management
  • Information Storage and Retrieval
  • Multimedia Information Systems
  • Probability and Statistics in Computer Science
  • Business Information Systems
Label
Advances in Knowledge Discovery and Data Mining : 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. Proceedings, edited by Honghua Dai, Ramakrishnan Srikant, Chengqi Zhang, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
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
Invited Speeches -- Session 1A: Classification (I) -- Session 1B: Clustering (I) -- Session 1C: Association Rules (I) -- Session 2A: Novel Algorithms (I) -- Session 2B: Association (II) -- Session 2C: Classification (II) -- Session 3A: Event Mining, Anomaly Detection, and Intrusion Detection -- Session 3B: Ensemble Learning -- Session 3C: Bayesian Network and Graph Mining -- Session 3D: Text Mining (I) -- Session 4A: Clustering (II) -- Session 4B: Association (III) -- Session 4C: Novel Algorithms (II) -- Session 4D: Multimedia Mining -- Session 5A: Text Mining and Web Mining (II) -- Session 5B: Statistical Methods, Sequential Data Mining, and Time Series Mining -- Session 5C: Novel Algorithms (III) -- Session 5D: Biomedical Mining
Dimensions
unknown
Extent
XIX, 716 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540247753
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/b97861
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-24775-3
Label
Advances in Knowledge Discovery and Data Mining : 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004. Proceedings, edited by Honghua Dai, Ramakrishnan Srikant, Chengqi Zhang, (electronic resource)
Publication
Antecedent source
mixed
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
Invited Speeches -- Session 1A: Classification (I) -- Session 1B: Clustering (I) -- Session 1C: Association Rules (I) -- Session 2A: Novel Algorithms (I) -- Session 2B: Association (II) -- Session 2C: Classification (II) -- Session 3A: Event Mining, Anomaly Detection, and Intrusion Detection -- Session 3B: Ensemble Learning -- Session 3C: Bayesian Network and Graph Mining -- Session 3D: Text Mining (I) -- Session 4A: Clustering (II) -- Session 4B: Association (III) -- Session 4C: Novel Algorithms (II) -- Session 4D: Multimedia Mining -- Session 5A: Text Mining and Web Mining (II) -- Session 5B: Statistical Methods, Sequential Data Mining, and Time Series Mining -- Session 5C: Novel Algorithms (III) -- Session 5D: Biomedical Mining
Dimensions
unknown
Extent
XIX, 716 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540247753
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/b97861
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-24775-3

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