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» Feature Construction for Back-Propagation
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APLAS
2006
ACM
15 years 10 months ago
Scheme with Classes, Mixins, and Traits
Abstract. The Scheme language report advocates language design as the composition of a small set of orthogonal constructs, instead of a large accumulation of features. In this pape...
Matthew Flatt, Robert Bruce Findler, Matthias Fell...
BMCBI
2006
142views more  BMCBI 2006»
15 years 4 months ago
Improving the Performance of SVM-RFE to Select Genes in Microarray Data
Background: Recursive Feature Elimination is a common and well-studied method for reducing the number of attributes used for further analysis or development of prediction models. ...
Yuanyuan Ding, Dawn Wilkins
ICPR
2008
IEEE
15 years 11 months ago
Topological structure-based alignment for fingerprint Fuzzy Vault
Because of the randomness of biometric features, traditional methods cannot perform well in the encryption of fingerprint template. The Fuzzy Vault construct is a biometric crypt...
Jianjie Li, Xin Yang, Jie Tian, Peng Shi, Peng Li
IDA
2007
Springer
15 years 10 months ago
Combining Bagging and Random Subspaces to Create Better Ensembles
Random forests are one of the best performing methods for constructing ensembles. They derive their strength from two aspects: using random subsamples of the training data (as in b...
Pance Panov, Saso Dzeroski
ATAL
2003
Springer
15 years 9 months ago
Expressive global protocols via logic-based electronic institutions
Communication is the key feature of Multi-agent Systems. The interactions among components of a system may take many distinct forms of increasing complexity such as in auctions, n...
Wamberto Weber Vasconcelos