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