Intelligent Strategies for Pathway Mining Model and Pattern Identification /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Chen, Qingfeng (Editor), Chen, Baoshan (Editor), Zhang, Chengqi (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Lecture Notes in Computer Science, 8335
• Subjects: Computer science.; Computers.; Algorithms.; Database management.; Information storage and retrieval.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Database Management.; Algorithm Analysis and Problem Complexity.; Information Systems Applications (incl. Internet).; Information Storage and Retrieval.; Computation by Abstract Devices.

This book is organized into thirteen chapters that range over the relevant approaches and tools in data integration, modeling, analysis and knowledge discovery for signaling pathways. Having in mind that the book is also addressed for students, the contributors present the main results and technique...

Table of Contents:

• 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.