How Long to Read Intelligent Strategies for Pathway Mining

How Long Does it Take to Read Intelligent Strategies for Pathway Mining?

It takes the average reader 5 hours and 9 minutes to read Intelligent Strategies for Pathway Mining by Qingfeng Chen

Assuming a reading speed of 250 words per minute. Learn more

Description

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 techniques in an easily accessed and understood way together with many references and instances. 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. Chapter 3 presents a framework to measure the inconsistency between heterogenous biological databases. A GO-based (genome ontology) strategy is proposed to associate different data sources. Chapter 4 presents identification of positive regulation of kinase pathways in terms of association rule mining. The results derived from this project could be used when predicting essential relationships and enable a comprehensive understanding of kinase pathway interaction. Chapter 5 presents graphical model-based methods to identify regulatory network of protein kinases. A framework using negative association rule mining is introduced in Chapter 6 to discover featured inhibitory regulation patterns and the relationships between involved regulation factors. It is necessary to not only detect the objects that exhibit a positive regulatory role in a kinase pathway but also to discover those objects that inhibit the regulation. Chapter 7 presents methods to model ncRNA secondary structure data in terms of stems, loops and marked labels, and illustrates how to find matched structure patterns for a given query. Chapter 8 shows an interval-based distance metric for computing the distance between conserved RNA secondary structures. Chapter 9 presents a framework to explore structural and functional patterns of RNA pseudoknot structure according to probability matrix. Chapter 10 presents methods to model miRNA data and identify miRNA interaction of cross-species and within-species. Chapter 11 presents an approach to measure the importance of miRNA site and the adjacent base by using information redundancy and develops a novel measure to identify strongly correlated infrequent itemsets. The discover association rules not only present important structural features in miRNAs, but also promote a comprehensive understanding of regulatory roles of miRNAs. Chapter 12 presents bioinformatics techniques for protein kinase data management and analysis, kinase pathways and drug targets, and describes their potential application in pharmaceutical industry. Chapter 13 presents a summary of the chapters and give a brief discussion to some emerging issues.

How long is Intelligent Strategies for Pathway Mining?

Intelligent Strategies for Pathway Mining by Qingfeng Chen is 299 pages long, and a total of 77,441 words.

This makes it 101% the length of the average book. It also has 95% more words than the average book.

How Long Does it Take to Read Intelligent Strategies for Pathway Mining Aloud?

The average oral reading speed is 183 words per minute. This means it takes 7 hours and 3 minutes to read Intelligent Strategies for Pathway Mining aloud.

What Reading Level is Intelligent Strategies for Pathway Mining?

Intelligent Strategies for Pathway Mining is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Intelligent Strategies for Pathway Mining?

Intelligent Strategies for Pathway Mining by Qingfeng Chen is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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