Discriminative Pattern Discovery on Biological Networks

• Main Authors: Fassetti, Fabio (Author), Rombo, Simona E. (Author), Serrao, Cristina (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: SpringerBriefs in Computer Science,
• Subjects: Computer science.; Gene expression.; Data mining.; Pattern recognition.; Bioinformatics.; Computer Science.; Computational Biology/Bioinformatics.; Pattern Recognition.; Data Mining and Knowledge Discovery.; Gene Expression.

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...

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.