Adaptive Prequential Learning Framework for Supervised Learning

Selected publications

  • G.Castillo, J.Gama: An Adaptive Prequential Learning Framework for Bayesian Network Classifiers, in PKDD 2006, 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, Berlin, Lecture Notes in Artificial Intelligence Vol.4123, Springer Verlag, 2006, pp 67-78
  • J.Gama, G.Castillo: Learning with Local Drift Detection, in Advanced Data Mining and Applications, Second International Conference, ADMA 2006, China, Lecture Notes in Computer Science Vol.4093, Springer Verlag, 2006, pp 42-55
  • G. Castillo: Adaptive Learning Algorithms for Bayesian Network Classifiers, AI Communications, volume 21:1 (2008)
  • G. Castillo, J. Gama: Adaptive Bayesian Network Classifiers Intelligent Data Analysis, 13:1 (2009)