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» On the accuracy of language trees
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MCS
2009
Springer
15 years 11 months ago
Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data
Abstract. Data with multi-valued categorical attributes can cause major problems for decision trees. The high branching factor can lead to data fragmentation, where decisions have ...
Amir Ahmad, Gavin Brown
WINET
2008
100views more  WINET 2008»
15 years 6 months ago
SOLONet: Sub-optimal location-aided overlay network for MANETs
Overlay networks have made it easy to implement multicast functionality in wireless ad hoc networks. Their flexibility to adapt to different environments has helped in their stead...
Abhishek P. Patil, Yunhao Liu, Li Xiao, Abdol-Hoss...
ICIC
2009
Springer
15 years 4 months ago
Towards a Better Understanding of Random Forests through the Study of Strength and Correlation
In this paper we present a study on the Random Forest (RF) family of ensemble methods. From our point of view, a "classical" RF induction process presents two main drawba...
Simon Bernard, Laurent Heutte, Sébastien Ad...
ICPR
2006
IEEE
16 years 7 months ago
Combining Cepstral and Prosodic Features in Language Identification
A novel approach of combining cepstral features and prosodic features in language identification is presented in this paper. This combination approach shows a significant improvem...
Bo Yin, Eliathamby Ambikairajah, Fang Chen
ICASSP
2008
IEEE
16 years 27 days ago
Improved GMM-based language recognition using constrained MLLR transforms
In this paper we describe the application of a feature-space transform based on constrained maximum likelihood linear regression for unsupervised compensation of channel and speak...
Wade Shen, Douglas A. Reynolds