Coverart for item
The Resource Life science data mining, editors, Stephen Wong, Chung-Sheng Li

Life science data mining, editors, Stephen Wong, Chung-Sheng Li

Label
Life science data mining
Title
Life science data mining
Statement of responsibility
editors, Stephen Wong, Chung-Sheng Li
Contributor
Subject
Language
eng
Summary
"This book identifies and highlights the latest data mining paradigms to analyze combine integrate model and simulate vast amounts of heterogeneous multi-modal, multi-scale data for emerging real-world applications in life science."--BOOK JACKET
Cataloging source
NLM
Illustrations
illustrations
Index
index present
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorDate
1962-
http://library.link/vocab/relatedWorkOrContributorName
  • Wong, Stephen T. C
  • Li, Chung-Sheng
Series statement
Science, engineering, and biology informatics
Series volume
2
http://library.link/vocab/subjectName
  • Computational Biology
  • Information storage and retrieval
  • Automatic Data Processing
  • Biological Sciences
Label
Life science data mining, editors, Stephen Wong, Chung-Sheng Li
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Ch. 1.
  • Survey of early warning systems for environmental and public health applications.
  • p. 1
  • Ch. 2.
  • Time-lapse cell cycle quantitative data analysis using Gaussian mixture models.
  • p. 17
  • Ch. 3.
  • Diversity and accuracy of data mining ensemble.
  • p. 47
  • Ch. 4.
  • Integrated clustering for microarray data.
  • p. 73
  • Ch. 5.
  • Complexity and synchronization of EEG with parametric modeling.
  • p. 99
  • Ch. 6.
  • Bayesian fusion of syndromic surveillance with sensor data for disease outbreak classification.
  • p. 119
  • Ch. 7.
  • evaluation of over-the-counter medication sales for syndromic surveillance.
  • p. 143
  • Ch. 8.
  • Collaborative health sentinel.
  • p. 163
  • Ch. 9.
  • multi-modal system approach for drug abuse research and treatment evaluation : information systems needs and challenges.
  • p. 195
  • Ch. 10.
  • Knowledge representation for versatile hybrid intelligent processing applied in predictive toxicology.
  • p. 213
  • Ch. 11.
  • Ensemble classification system implementation for biomedical microarray data.
  • p. 239
  • Ch. 12.
  • automated method for cell phase identification in high throughput time-lapse screens.
  • p. 257
  • Ch. 13.
  • Inference of transcriptional regulatory networks based on cancer microarray data.
  • p. 275
  • Ch. 14.
  • Data mining in biomedicine.
  • p. 305
  • Ch. 15.
  • Mining multilevel association rules from gene ontology and microarray data.
  • p. 321
  • Ch. 16.
  • proposed sensor-configuration and sensitivity analysis of parameters with applications to biosensors.
  • p. 339
Control code
ocn137294938
Dimensions
23 cm.
Extent
xviii, 370 p.
Isbn
9789812700643
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other control number
9789812700643
Other physical details
ill.
Label
Life science data mining, editors, Stephen Wong, Chung-Sheng Li
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Ch. 1.
  • Survey of early warning systems for environmental and public health applications.
  • p. 1
  • Ch. 2.
  • Time-lapse cell cycle quantitative data analysis using Gaussian mixture models.
  • p. 17
  • Ch. 3.
  • Diversity and accuracy of data mining ensemble.
  • p. 47
  • Ch. 4.
  • Integrated clustering for microarray data.
  • p. 73
  • Ch. 5.
  • Complexity and synchronization of EEG with parametric modeling.
  • p. 99
  • Ch. 6.
  • Bayesian fusion of syndromic surveillance with sensor data for disease outbreak classification.
  • p. 119
  • Ch. 7.
  • evaluation of over-the-counter medication sales for syndromic surveillance.
  • p. 143
  • Ch. 8.
  • Collaborative health sentinel.
  • p. 163
  • Ch. 9.
  • multi-modal system approach for drug abuse research and treatment evaluation : information systems needs and challenges.
  • p. 195
  • Ch. 10.
  • Knowledge representation for versatile hybrid intelligent processing applied in predictive toxicology.
  • p. 213
  • Ch. 11.
  • Ensemble classification system implementation for biomedical microarray data.
  • p. 239
  • Ch. 12.
  • automated method for cell phase identification in high throughput time-lapse screens.
  • p. 257
  • Ch. 13.
  • Inference of transcriptional regulatory networks based on cancer microarray data.
  • p. 275
  • Ch. 14.
  • Data mining in biomedicine.
  • p. 305
  • Ch. 15.
  • Mining multilevel association rules from gene ontology and microarray data.
  • p. 321
  • Ch. 16.
  • proposed sensor-configuration and sensitivity analysis of parameters with applications to biosensors.
  • p. 339
Control code
ocn137294938
Dimensions
23 cm.
Extent
xviii, 370 p.
Isbn
9789812700643
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other control number
9789812700643
Other physical details
ill.

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      53.418074 -2.967913
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