Sciweavers

2440 search results - page 105 / 488
» Explanation-Based Feature Construction
Sort
View
BMCBI
2006
142views more  BMCBI 2006»
15 years 3 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
WWW
2011
ACM
14 years 10 months ago
Network bucket testing
Bucket testing, also known as A/B testing, is a practice that is widely used by on-line sites with large audiences: in a simple version of the methodology, one evaluates a new fea...
Lars Backstrom, Jon M. Kleinberg
ICPR
2008
IEEE
15 years 10 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