40 search results - page 3 / 8 » Novel ways of improving cooperation and performance in ensem... |
ICML
2005
IEEE
14 years 6 months ago
2005
IEEE
Learning agents can improve performance cooperating with other agents, particularly learning agents forming a committee outperform individual agents. This "ensemble effect&qu...
CIDM
2009
IEEE
14 years 9 days ago
2009
IEEE
— Many real-world applications have problems when learning from imbalanced data sets, such as medical diagnosis, fraud detection, and text classification. Very few minority clas...
ECCV
2006
Springer
13 years 9 months ago
2006
Springer
Abstract. This paper presents a novel method to solve multi-view face detection problem by Error Correcting Output Codes (ECOC). The motivation is that face patterns can be divided...
HAIS
2009
Springer
13 years 10 months ago
2009
Springer
This paper presents a methodology for knowledge discovery from inherently distributed data without moving it from its original location, completely or partially, to other locations...
SMC
2010
IEEE
13 years 3 months ago
2010
IEEE
—Text classification is a widely studied topic in the area of machine learning. A number of techniques have been developed to represent and classify text documents. Most of the t...