Lecture Slides
Aid Materials
Assignments
1. Outline
2. Introduction
· Bio-Molecular Networks
· Avi Ma’ayan’s Overview
3. Topological Structure and Properties
4. Data Clustering Algorithms
· Sorin Istrail’s Overview
5. Protein Interaction Network: Clustering Algorithms
· Fortunato’s Survey
· Leskovec’s Clustering Evaluation
· Relative Verxtex Criterion
· FAC-PIN Algorithm
6. Protein Interaction Network: Comparison Algorithms
7. Drug-Target Networks Reconstruction Algorithms
8. Gene Regulatory Networks Identification Algorithms
9. Mining Large Scale Bio-Molecular Networks
10. Software Tools, Libraries, Databases
11. Genetic Algorithms
12. Semi-Supervised Learning
13. Other Seleted Topics