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» Experiments with Cost-Sensitive Feature Evaluation
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CNSM
2010
13 years 7 months ago
Evaluating impact of manageability features on device performance
Manageability is a key design constraint for IT solutions, defined as the range of operations required to maintain and administer system resources through their lifecycle phases. E...
Jacob Leverich, Vanish Talwar, Parthasarathy Ranga...
KDD
2012
ACM
178views Data Mining» more  KDD 2012»
12 years 7 days ago
Mining emerging patterns by streaming feature selection
Building an accurate emerging pattern classifier with a highdimensional dataset is a challenging issue. The problem becomes even more difficult if the whole feature space is unava...
Kui Yu, Wei Ding 0003, Dan A. Simovici, Xindong Wu
ICASSP
2011
IEEE
13 years 1 months ago
Lexical access experiments with context-dependent articulatory feature-based models
We address the problem of pronunciation variation in conversational speech with a context-dependent articulatory featurebased model. The model is an extension of previous work usi...
Preethi Jyothi, Karen Livescu, Eric Fosler-Lussier
PR
2006
167views more  PR 2006»
13 years 9 months ago
Database, protocols and tools for evaluating score-level fusion algorithms in biometric authentication
Fusing the scores of several biometric systems is a very promising approach to improve the overall system's accuracy. Despite many works in the literature, it is surprising t...
Norman Poh, Samy Bengio
KDD
2012
ACM
187views Data Mining» more  KDD 2012»
12 years 7 days ago
Unsupervised feature selection for linked social media data
The prevalent use of social media produces mountains of unlabeled, high-dimensional data. Feature selection has been shown effective in dealing with high-dimensional data for eï¬...
Jiliang Tang, Huan Liu