2683 search results - page 175 / 537 » Machine learning problems from optimization perspective |
113
Voted
PKDD
2009
Springer
15 years 9 months ago
2009
Springer
A serious drawback of kernel methods, and Support Vector Machines (SVM) in particular, is the difficulty in choosing a suitable kernel function for a given dataset. One of the appr...
144
Voted
KDD
2012
ACM
13 years 5 months ago
2012
ACM
Crowdsourcing has recently become popular among machine learning researchers and social scientists as an effective way to collect large-scale experimental data from distributed w...
116
Voted
ICML
1997
IEEE
16 years 3 months ago
1997
IEEE
In recent years there has been a flurry of works on learning probabilistic belief networks. Current state of the art methods have been shown to be successful for two learning scen...
169
Voted
BMCBI
2006
15 years 2 months ago
2006
Background: Various statistical and machine learning methods have been successfully applied to the classification of DNA microarray data. Simple instance-based classifiers such as...
120
Voted
DATE
2006
IEEE
15 years 8 months ago
2006
IEEE
Partitioning is a time consuming and computationally complex optimization problem in the codesign of hardware software systems. The stringent time-to-market requirements have resu...