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DMIN
2006
164views Data Mining» more  DMIN 2006»
13 years 8 months ago
Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination
Digital music distribution industry has seen a tremendous growth in resent years. Tasks such us automatic music genre discrimination address new and exciting research challenges. A...
Xin Jin, Rongfang Bie
ICPR
2006
IEEE
14 years 8 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
AAAI
2006
13 years 8 months ago
An Edge Deletion Semantics for Belief Propagation and its Practical Impact on Approximation Quality
We show in this paper that the influential algorithm of iterative belief propagation can be understood in terms of exact inference on a polytree, which results from deleting enoug...
Arthur Choi, Adnan Darwiche
EMNLP
2006
13 years 8 months ago
Statistical Machine Reordering
Reordering is currently one of the most important problems in statistical machine translation systems. This paper presents a novel strategy for dealing with it: statistical machin...
Marta R. Costa-Jussà, José A. R. Fon...
JMLR
2006
90views more  JMLR 2006»
13 years 7 months ago
Superior Guarantees for Sequential Prediction and Lossless Compression via Alphabet Decomposition
We present worst case bounds for the learning rate of a known prediction method that is based on hierarchical applications of binary context tree weighting (CTW) predictors. A heu...
Ron Begleiter, Ran El-Yaniv