G. Tsoumakas, and I. Katakis. International Journal of Data Warehouse and Mining3 (3):
1--13(2007)
Abstract
Nowadays, multi-label classification methods are increasingly required by modern applications, such as protein function classification, music categorization and semantic scene classification. This paper introduces the task of multi-label classification, organizes the sparse related literature into a structured presentation and performs comparative experimental results of certain multi-label classification methods. It also contributes the definition of concepts for the quantification of the multi-label nature of a data set.
Description
CiteULike: Multi Label Classification: An Overview