ISCA Archive ICSLP 2000
ISCA Archive ICSLP 2000

Multiple decision-tree strategy for input-error robustness: a simulation of tree combinations

Kazuhide Yamamoto, Eiichiro Sumita

This paper illustrates the characteristics of the multiple decision-tree (MDT) model, which we proposed in a previous work. MDT is an extension of the decision-tree model and is proposed for its robustness against input uncertainty. We present simulation results to show that the MDT model is task-independent and outperforms both the conventional decision-tree model and the majority model against noisy inputs.


Cite as: Yamamoto, K., Sumita, E. (2000) Multiple decision-tree strategy for input-error robustness: a simulation of tree combinations. Proc. 6th International Conference on Spoken Language Processing (ICSLP 2000), vol. 1, 489-492

@inproceedings{yamamoto00b_icslp,
  author={Kazuhide Yamamoto and Eiichiro Sumita},
  title={{Multiple decision-tree strategy for input-error robustness: a simulation of tree combinations}},
  year=2000,
  booktitle={Proc. 6th International Conference on Spoken Language Processing (ICSLP 2000)},
  pages={vol. 1, 489-492}
}