The Resource Data Mining and Applications in Genomics, by Sio-Iong Ao, (electronic resource)

Data Mining and Applications in Genomics, by Sio-Iong Ao, (electronic resource)

Label
Data Mining and Applications in Genomics
Title
Data Mining and Applications in Genomics
Statement of responsibility
by Sio-Iong Ao
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
Data Mining and Applications in Genomics contains the data mining algorithms and their applications in genomics, with frontier case studies based on the recent and current works at the University of Hong Kong and the Oxford University Computing Laboratory, University of Oxford. It provides a systematic introduction to the use of data mining algorithms as an investigative tool for applications in genomics. Topics covered include Genomic Techniques, Single Nucleotide Polymorphisms, Disease Studies, HapMap Project, Haplotypes, Tag-SNP Selection, Linkage Disequilibrium Map, Gene Regulatory Networks, Dimension Reduction, Feature Selection, Feature Extraction, Principal Component Analysis, Independent Component Analysis, Machine Learning Algorithms, Hybrid Intelligent Techniques, Clustering Algorithms, Graph Algorithms, Numerical Optimization Algorithms, Data Mining Software Comparison, Medical Case Studies, Bioinformatics Projects, and Medical Applications. Data Mining and Applications in Genomics offers state of the art of tremendous advances in data mining algorithms and applications in genomics and also serve as an excellent reference work for researchers and graduate students working on data mining algorithms and applications in genomics
Member of
Is Subseries of
http://library.link/vocab/creatorName
Ao, Sio-Iong
Dewey number
  • 006.312
  • 572.860285
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
ToLOGI30dxc
Language note
English
LC call number
QA76.9.D343
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Lecture Notes in Electrical Engineering,
Series volume
25
http://library.link/vocab/subjectName
  • Data mining
  • Human genetics
  • Bioinformatics
  • Electronics
  • Data Mining and Knowledge Discovery
  • Human Genetics
  • Computational Biology/Bioinformatics
  • Bioinformatics
  • Electronics and Microelectronics, Instrumentation
Label
Data Mining and Applications in Genomics, by Sio-Iong Ao, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Data Mining Algorithms -- Advances in Genomic Experiment Techniques -- Case Study I: Hierarchical Clustering and Graph Algorithms for Tag-SNP Selection -- Case Study II: Constrained Unidimensional Scaling for Linkage Disequilibrium Maps -- Case Study III: Hybrid PCA-NN Algorithms for Continuous Microarray Time Series -- Discussions and Future Data Mining Projects
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (162 p.)
Form of item
online
Isbn
9781402089756
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4020-8975-6
Specific material designation
remote
System control number
  • (CKB)1000000000545793
  • (EBL)417622
  • (OCoLC)320330456
  • (SSID)ssj0000135005
  • (PQKBManifestationID)11143443
  • (PQKBTitleCode)TC0000135005
  • (PQKBWorkID)10056868
  • (PQKB)10901538
  • (SSID)ssj0000769242
  • (PQKBManifestationID)12269324
  • (PQKBTitleCode)TC0000769242
  • (PQKBWorkID)10769103
  • (PQKB)11721972
  • (DE-He213)978-1-4020-8975-6
  • (MiAaPQ)EBC417622
  • (EXLCZ)991000000000545793
Label
Data Mining and Applications in Genomics, by Sio-Iong Ao, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Data Mining Algorithms -- Advances in Genomic Experiment Techniques -- Case Study I: Hierarchical Clustering and Graph Algorithms for Tag-SNP Selection -- Case Study II: Constrained Unidimensional Scaling for Linkage Disequilibrium Maps -- Case Study III: Hybrid PCA-NN Algorithms for Continuous Microarray Time Series -- Discussions and Future Data Mining Projects
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (162 p.)
Form of item
online
Isbn
9781402089756
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4020-8975-6
Specific material designation
remote
System control number
  • (CKB)1000000000545793
  • (EBL)417622
  • (OCoLC)320330456
  • (SSID)ssj0000135005
  • (PQKBManifestationID)11143443
  • (PQKBTitleCode)TC0000135005
  • (PQKBWorkID)10056868
  • (PQKB)10901538
  • (SSID)ssj0000769242
  • (PQKBManifestationID)12269324
  • (PQKBTitleCode)TC0000769242
  • (PQKBWorkID)10769103
  • (PQKB)11721972
  • (DE-He213)978-1-4020-8975-6
  • (MiAaPQ)EBC417622
  • (EXLCZ)991000000000545793

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