Publications

Publications by João Gama

2004

Learning in Dynamic Environments: Decision Trees for Data Streams

Authors
Gama, J; Medas, P;

Publication
Pattern Recognition in Information Systems, Proceedings of the 4th International Workshop on Pattern Recognition in Information Systems, PRIS 2004, In conjunction with ICEIS 2004, Porto, Portugal, April 2004

Abstract

2002

An Analysis of Functional Trees

Authors
Gama, J;

Publication
Machine Learning, Proceedings of the Nineteenth International Conference (ICML 2002), University of New South Wales, Sydney, Australia, July 8-12, 2002

Abstract

1998

Local Cascade Generalization

Authors
Gama, J;

Publication
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), Madison, Wisconsin, USA, July 24-27, 1998

Abstract

1997

Probabilistic Linear Tree

Authors
Gama, J;

Publication
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), Nashville, Tennessee, USA, July 8-12, 1997

Abstract

1996

Regression by Classification

Authors
Torgo, L; Gama, J;

Publication
Advances in Artificial Intelligence, 13th Brazilian Symposium on Artificial Intelligence, SBIA '96, Curitiba, Brazil, October 23-25, 1996, Proceedings

Abstract

2011

Using GNUsmail to Compare Data Stream Mining Methods for On-line Email Classification

Authors
Cejudo, JMC; García, MB; Bueno, RM; Gama, J; Bifet, A;

Publication
Proceedings of the Second Workshop on Applications of Pattern Analysis, WAPA 2011, Castro Urdiales, Spain, October 19-21, 2011

Abstract