Coverart for item
The Resource Network inference in molecular biology : a hands-on framework, Jesse M. Lingeman, Dennis Shasha

Network inference in molecular biology : a hands-on framework, Jesse M. Lingeman, Dennis Shasha

Label
Network inference in molecular biology : a hands-on framework
Title
Network inference in molecular biology
Title remainder
a hands-on framework
Statement of responsibility
Jesse M. Lingeman, Dennis Shasha
Creator
Contributor
Subject
Language
eng
Summary
Annotation
Member of
Cataloging source
NLM
http://library.link/vocab/creatorName
Lingeman, Jesse M
Illustrations
illustrations
Index
index present
LC call number
QH324.2
LC item number
.L56 2012
Literary form
non fiction
Nature of contents
bibliography
NLM call number
  • 2012 G-275
  • QU 450
http://library.link/vocab/relatedWorkOrContributorName
Shasha, Dennis Elliott
Series statement
SpringerBriefs in electrical and computer engineering,
http://library.link/vocab/subjectName
  • Bioinformatics
  • Systems biology
  • Molecular Biology
  • Gene Regulatory Networks
  • Genomics
  • Systems Biology
Summary expansion
Inferring gene regulatory networks is a difficult problem to solve due to the relative scarcity of data compared to the potential size of the networks. While researchers have developed techniques to find some of the underlying network structure, there is still no one-size-fits-all algorithm for every data set. Network Inference in Molecular Biology examines the current techniques used by researchers, and provides key insights into which algorithms best fit a collection of data. Through a series of in-depth examples, the book also outlines how to mix-and-match algorithms, in order to create one tailored to a specific data situation.Network Inference in Molecular Biology is intended for advanced-level students and researchers as a reference guide. Practitioners and professionals working in a related field will also find this book valuable
Label
Network inference in molecular biology : a hands-on framework, Jesse M. Lingeman, Dennis Shasha
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 97-98) 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
1. Overview of network inference -- 2. Step 1: clustering data -- 3. Step 2: use steady state data for network inference -- 4. Step 3: using time-series data -- 5. Step 4: pipelines
Control code
767568109
Dimensions
24 cm
Extent
ix, 100 pages
Isbn
9781461431138
Lccn
2012939634
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)767568109
Label
Network inference in molecular biology : a hands-on framework, Jesse M. Lingeman, Dennis Shasha
Publication
Bibliography note
Includes bibliographical references (pages 97-98) 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
1. Overview of network inference -- 2. Step 1: clustering data -- 3. Step 2: use steady state data for network inference -- 4. Step 3: using time-series data -- 5. Step 4: pipelines
Control code
767568109
Dimensions
24 cm
Extent
ix, 100 pages
Isbn
9781461431138
Lccn
2012939634
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)767568109

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