Intelligent Strategies for Pathway Mining

Model and Pattern Identification

AvQingfeng Chen,Baoshan Chen

Häftad, Engelska, 2014

Del 8335 i serien Lecture Notes in Computer Science

558 kr

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Beskrivning

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

Utgivningsdatum:2014-01-08
Mått:155 x 235 x 18 mm
Vikt:487 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:299
Upplaga:2014
Förlag:Springer International Publishing AG
ISBN:9783319041711

Utforska kategorier

Människa – datorinteraktion inom Data och IT
Databaser inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

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.

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