Discriminative Pattern Discovery on Biological Networks

Discriminative Pattern Discovery on Biological Networks by Fabio Fassetti, Simona E. Rombo, Cristina Serrao.

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 representin...

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Bibliographic Details
Main Authors: Fassetti, Fabio (Author), Rombo, Simona E. (Author), Serrao, Cristina (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Series:SpringerBriefs in Computer Science,
Springer eBook Collection.
Subjects:
Bioinformatics.
Pattern recognition.
Data mining.
Gene expression.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Part I: Biological Networks
  • Data Sources and Models
  • Problems and Techniques
  • Part II: Pattern Mining
  • Exceptional Pattern Discovery
  • Discriminating Graph Pattern Mining from Gene Expression Data.

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