Journal Papers

    1. J. Gama, P. P. Rodrigues, L. Lopes;
      Clustering distributed sensor data streams using local processing and reduced communication;
      Intelligent Data Analysis 15(1): 3-28 (2011) 

    2. José M. Carmona-Cejudo, Manuel Baena-García, Rafael Morales Bueno, João Gama, Albert Bifet; 
      Using GNUsmail to Compare Data Stream Mining Methods for On-line Email Classification
      Journal of Machine Learning Research - Proceedings Track 17: 12-18 (2011) 

    3. Elena Ikonomovska, João Gama, Sašo Džeroski;
      Learning model trees from evolving data streams;
      Data Mining Knowlegde Discovery 23(1): 128-168 (2011) 

    4. Márcia Oliveira, João Gama;
      A Framework to Monitor Clusters' Evolution Applied to Economy and Finance Problems;
      Intelligent Data Analysis 16(1): 93-111 (2012). 

    5. João Mendes-Moreira, Carlos Soares, Alípio Mário Jorge, Jorge Freire de Sousa;
      Ensemble approaches for regression: a survey;
      ACM Computing Surveys. 45(1):10, 2012

    6. João Mendes-Moreira, Alípio Mário Jorge, Jorge Freire de Sousa, Carlos Soares; 
      Comparing state-of-the-art regression methods for long term travel time prediction; 
      Intelligent Data Analysis, Vol. 16, Nr. 3, 2012 

    7. João Gama;
      A Survey on Learning from Data Streams: Current and Future Trends;
      Progress in Artificial Intelligence, Vol. 1, Nr. 1, Springer, 2012 

    8. Márcia Oliveira, João Gama;
      An Overview of Social Network Analysis;
      WIREs Data Mining and Knowledge Discovery, Wiley 2(2): 99-115 (2012). 

    9. Raquel Sebastião, Margarida M. Silva, Rui Rabiço, João Gama, Teresa Mendonça;
      Real-time algorithm for changes detection in depth of anesthesia signals;
      Evolving Systems, Springer 4(1) 3-12; 2013. 

    10. João Gama, Raquel Sebastião, Pedro Pereira Rodrigues;
      On evaluating stream learning algorithms;
      Machine Learning, Springer, Vol 90(3), 317-346, 2013.

    11. Márcia Oliveira, João Gama;
      Visualization of Evolving Social Networks using Actor-level and Community-level Trajectories;

      Expert Systems, Wiley-Blackwell (to appear 2013).
    12. J. Gama
      Data Stream Mining: the Bounded Rationality
      Informatica 37 pp 21-25, 2013

    13. Andrade, J. S., Faria, E. R., Barros, R. C., Hruschka, E. R., Carvalho, A. C. P. L. F., Gama, J.;
      Data Stream Clustering: A Survey;
      ACM Computing Surveys (to appear 2014).
    14. J.Gama, P. Kosina
      Recurrent Concepts in Data Stream Classification
      Knowledge and Information Systems (to appear)
       
    15. Joao Gomes, Pedro Sousa, Ernestina Menasalva,
      Tracking recurrent concepts using context
      Intelligent Data Analysis 16(5) (2012)

    16. Luis Matias, João Gama, Michel Ferreira, João Moreira, Luis Damas:

      Predicting Taxi-Passenger Demand using Streaming Data;
      IEEE Transactions on Intelligent Transportation Systems (to appear, 2014)