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» A Portfolio Approach to Algorithm Selection
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WABI
2001
Springer
15 years 7 months ago
A Chemical-Distance-Based Test for Positive Darwinian Selection
There are very few instances in which positive Darwinian selection has been convincingly demonstrated at the molecular level. In this study, we present a novel test for detecting p...
Tal Pupko, Roded Sharan, Masami Hasegawa, Ron Sham...
INFORMATICASI
1998
122views more  INFORMATICASI 1998»
15 years 2 months ago
Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition
Decision table decomposition is a machine learning approach that decomposes a given decision table into an equivalent hierarchy of decision tables. The approach aims to discover d...
Blaz Zupan, Marko Bohanec
SIGIR
2003
ACM
15 years 8 months ago
Decision-Theoretic Resource Selection for Different Data Types in MIND
In a federated digital library system, it is too expensive to query every accessible library. Resource selection is the task to decide to which libraries a query should be routed. ...
Henrik Nottelmann, Norbert Fuhr
CSB
2005
IEEE
143views Bioinformatics» more  CSB 2005»
15 years 8 months ago
Multivariate gene selection: Does it help
When building predictors of disease state based on gene expression data, gene selection is performed in order to achieve a good performance and to identify a relevant subset of ge...
Carmen Lai, Marcel J. T. Reinders
ECML
2007
Springer
15 years 9 months ago
Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA
The stability of sample based algorithms is a concept commonly used for parameter tuning and validity assessment. In this paper we focus on two well studied algorithms, LSI and PCA...
Dimitrios Mavroeidis, Michalis Vazirgiannis