Corpus ID: 85441369

Evolving Stream Processing Designing adaptive classifiers for evolving stream data is a challenging task

@inproceedings{Bonab2019EvolvingSP,
  title={Evolving Stream Processing Designing adaptive classifiers for evolving stream data is a challenging task},
  author={Hamed Bonab},
  year={2019}
}
  • Hamed Bonab
  • Published 2019
  • Designing adaptive classifiers for evolving stream data is a challenging task due to the size and changing nature of data streams. Among existing classifiers, ensemble-based approach is one of the best solutions to this problem. However, there are a few data-fusion algorithms for combining the scores of classifiers in an ensemble classifier. This becomes more important in evolving environments because in different situations it is possible that a subset of classifiers in the ensemble… CONTINUE READING