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» Pairwise Selection of Features and Prototypes
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CORES
2005
Springer
116views Biometrics» more  CORES 2005»
13 years 10 months ago
Pairwise Selection of Features and Prototypes
Elzbieta Pekalska, Artsiom Harol, Carmen Lai, Robe...
PAA
2007
13 years 4 months ago
Pairwise feature evaluation for constructing reduced representations
Feature selection methods are often used to determine a small set of informative features that guarantee good classification results. Such procedures usually consist of two compon...
Artsiom Harol, Carmen Lai, Elzbieta Pekalska, Robe...
PR
2008
151views more  PR 2008»
13 years 4 months ago
Constraint Score: A new filter method for feature selection with pairwise constraints
Feature selection is an important preprocessing step in mining high-dimensional data. Generally, supervised feature selection methods with supervision information are superior to ...
Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
ISMIR
2004
Springer
165views Music» more  ISMIR 2004»
13 years 10 months ago
Musical instrument recognition based on class pairwise feature selection
In this work, musical instrument recognition is considered on solo music from real world performance. A large sound database is used that consists of musical phrases excerpted fro...
Slim Essid, Gaël Richard, Bertrand David
ICPR
2006
IEEE
14 years 6 months ago
Multi-Subset Selection for Keyword Extraction and Other Prototype Search Tasks Using Feature Selection Algorithms
We present a framework that enables the use of traditional feature selection algorithms in a new context - for building a set of subsets of specified properties. During the course...
Pavel Pudil, Petr Somol