Sumários

T6

23 Outubro 2023, 16:30 • Andreia Sofia Teixeira

Dynamics on Networks - Epidemics (with professor Alberto Aleta)

  • Epidemic Spreading
    • Well-mixed populations
    • Spreading on Contact Networks
    • Spreading on metapopulations
  • Epidemic Threshold
  • SI - SIS - SIR models
  • Deterministic and stochastic algorithms
  • Discrete and continuous algorithms
  • Intro to vaccination strategies

TP5

16 Outubro 2023, 18:30 • Andreia Sofia Teixeira

Python Tutorial and Gephi tutorial for the exploration of various community detection algorithms.

T5

16 Outubro 2023, 16:30 • Andreia Sofia Teixeira

Graph Paritioning and Community Detection

  • Modules and Communities
  • Hierarchical Clustering
  • Modularity
  • Girvan-Newman Algorithm
  • Louvain Algorithm
  • Label Propagation
  • Method Evaluation Evaluation -- Artificial and Real Benchmarks

TP4

9 Outubro 2023, 18:30 • Andreia Sofia Teixeira

Tutorial about random networks and network models. 

T4

9 Outubro 2023, 16:30 • Andreia Sofia Teixeira

Random Networks and Network Models

  • E-R Networks
  • Watts-Strogatz Networks
  • Configuration Model
  • Growth and Preferential Attachment
  • B-A Model
  • Extensions of the B-A Model