Overview:Discriminative Pattern Discovery on Biological Networks - SpringerBriefs in Computer Science - This work provides a review of biological networks as a model for analysis, presenting and discussing a number of illuminating analyses. Biological networks are an effective model for providing insights about biological mechanisms. Networks with different characteristics are employed for representing different scenarios. This powerful model allows analysts to perform many kinds of analyses which can be mined to provide interesting information about underlying biological behaviors.The text also covers techniques for discovering exceptional patterns, such as a pattern accounting for local similarities and also collaborative effects involving interactions between multiple actors (for example genes). Among these exceptional patterns, of particular interest are discriminative patterns, namely those which are able to discriminate between two input populations (for example healthy/unhealthy samples). In addition, the work includes a discussion on the most recent proposal on discovering discriminative patterns, in which there is a labeled network for each sample, resulting in a database of networks representing a sample set. This enables the analyst to achieve a much finer analysis than with traditional techniques, which are only able to consider an aggregated network of each population.
This book is on page /0fb06c92acf561788291222b8bb2eff7/book/1603728610-9783319634760. It was written by the following authors: Simona E. Rombo, Fabio Fassetti, Cristina Serrao. Book Discriminative Pattern Discovery on Biological Networks - SpringerBriefs in Computer Science, which can be read online, published by the company: Springer International Publishing AG. Other books on similar topics can be found in sections: Medicine, Technology, Science. The book was published on 2017-09-11. It has 45 pages and is published in Paperback format and weight 1007 g. File for download Discriminative Pattern Discovery on Biological Networks - SpringerBriefs in Computer Science has PDF format and is called discriminative-pattern-discovery-on-biological-networks-springerbriefs-in-computer-science.pdf. Other books you can download below. Our poumm.fr site is not responsible for the content of PDF files.
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