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Anna Guimarães

Max-Planck-Institut für Informatik
Department 5: Databases and Information Systems
 office: Campus E1 4, Room 421
Saarland Informatics Campus
66123 Saarbrücken
Germany
 email: Get my email address via email
 phone: +49 681 9325-5021

Research Interests

  • Complex network processes
  • Social web data modeling and analysis
  • Longitudinal and time-aware data mining

Publications

Google Scholar, DBLP

  • Performance Prediction of Cloud-Based Big Data Applications
    Danilo Ardagna, Enrico Barbierato, Athanasia Evangelinou, Eugenio Gianniti, Marco Gribaudo, Túlio B. M. Pinto, Anna Guimarães, Ana Paula Couto da Silva, and Jussara M. Almeida. ACM International Conference on Performance Engineering (ICPE 2018), 2018.
    [PDF]
  • Us and Them: Adversarial Politics on Twitter
    Anna Guimarães, Liqiang Wang, Gerhard Weikum. 17th IEEE International Conference on Data Mining Workshops (ICDMW 2017), 2017.
    [PDF] [slides] [dataset]
  • On the Dynamics of Topic-Based Communities in Online Knowledge-Sharing Networks
    Anna Guimarães, Ana Paula Couto da Silva, Jussara M. Almeida. 2nd European Network Intelligence Conference (ENIC`15), 2015.
    [PDF] [slides]
  • Temporal Analysis of Inter-Community User Flows in Online Knowledge-Sharing Networks
    Anna Guimarães, Ana Paula Couto da Silva, Jussara M. Almeida. SIGIR 2015 Workshop on Time-Aware Information Access (TAIA 2015), 2015.
    [PDF] [slides]
  • Using Centrality Metrics to Predict Peer Cooperation in Live Streaming Applications
    Glauber D. Gonçalves, Anna Guimarães, Alex Borges Vieira, Ítalo S. Cunha, Jussara M. Almeida. 11th International IFIP TC 6 Networking Conference (Networking 2012): 84-96, 2012.
    [PDF]
  • Predição do Nível de Cooperação em Sistemas Par-a-Par de Vídeo ao Vivo a partir de Métricas de Centralidade
    Glauber D. Gonçalves, Anna Guimarães, Alex Borges Vieira, Jussara M. Almeida. Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC), 2012.
    [PDF] (in portuguese)

Teaching

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