293 search results - page 1 / 59 » A kernel method for multi-labelled classification |
96
Voted
JDWM
2007
15 years 9 days ago
2007
Nowadays, multi-label classification methods are increasingly required by modern applications, such as protein function classification, music categorization and semantic scene cla...
68
Voted
IJMDEM
2010
14 years 9 months ago
2010
ICTAI
2010
IEEE
14 years 10 months ago
2010
IEEE
Multi-label classification is a popular learning task. However, some of the algorithms that learn from multi-label data, can only output a score for each label, so they cannot be r...
139
Voted
ICDM
2009
IEEE
14 years 10 months ago
2009
IEEE
Hierarchical taxonomies are used to organize and retrieve information in many domains, especially those dealing with large and rapidly growing amounts of information. In many of t...
97
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We propose a max-margin formulation for the multi-label classification problem where the goal is to tag a data point with a set of pre-specified labels. Given a set of L labels, a...