Discriminative Pattern Discovery on Biological Networks

• Κύριοι συγγραφείς: Fassetti, Fabio (Συγγραφέας), Rombo, Simona E. (Συγγραφέας), Serrao, Cristina (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: SpringerBriefs in Computer Science,
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.