Intelligent Strategies for Pathway Mining

Model and Pattern Identification

Häftad, Engelska, 2014

Av Qingfeng Chen, Baoshan Chen, Chengqi Zhang

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Chapter 1 presents an introduction to signaling pathway, including motivations, background knowledge and relevant data mining techniques for pathway data analysis. Chapter 2 presents a variety of data sources and data analysis with respect to signaling pathway, including data integration and relevant data mining applications.

Produktinformation

Utgivningsdatum2014-01-08
Mått155 x 235 x 18 mm
Vikt487 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor299
Upplaga2014
FörlagSpringer International Publishing AG
ISBN9783319041711

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Programmeringsböcker inom Data och it
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Introduction.- Data Resources and Applications.- Detecting Inconsistency in Biological Molecular Databases Using Ontologies.- Exploration of Positive Frequent Patterns for AMP-Activated Protein Kinase Regulation.- Mining Protein Kinase Regulation Using Graphical Models.- Mining Inhibition Pathways for Protein Kinases on Skeletal Muscle.- Modeling Conserved Structure Patterns for Functional Noncoding RNA.- Interval Based Similarity for Function Classification of RNA Pseudoknots.- Discovery of Structural and Functional Features Bind to RNA Pseudoknots.- Mining Featured Patterns of MiRNA Interaction Based on Sequence and Structure Similarity.- Discovering Conserved and Diverged Patterns of MiRNA Families.- Bioinformatics-Based Drug Discovery for Protein Kinases.- Conclusion and FutureWorks.- References.