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NPC
2007
Springer
15 years 4 months ago
A Cost-Aware Parallel Workload Allocation Approach Based on Machine Learning Techniques
Parallelism is one of the main sources for performance improvement in modern computing environment, but the efficient exploitation of the available parallelism depends on a number ...
Shun Long, Grigori Fursin, Björn Franke
IWANN
2005
Springer
15 years 3 months ago
An Approach to Reduce the Cost of Evaluation in Evolutionary Learning
Raúl Giráldez, Norberto Díaz-...
PKDD
2009
Springer
138views Data Mining» more  PKDD 2009»
15 years 2 months ago
Cost-Sensitive Learning Based on Bregman Divergences
Raúl Santos-Rodríguez, Alicia Guerre...
KDD
1998
ACM
185views Data Mining» more  KDD 1998»
15 years 2 months ago
Toward Scalable Learning with Non-Uniform Class and Cost Distributions: A Case Study in Credit Card Fraud Detection
Verylarge databases with skewedclass distributions and non-unlformcost per error are not uncommonin real-world data mining tasks. Wedevised a multi-classifier meta-learningapproac...
Philip K. Chan, Salvatore J. Stolfo