Multi-label Learning

Author:

Zhou Zhi-Hua,Zhang Min-Ling

Publisher

Springer US

Reference15 articles.

1. Agrawal R, Gupta A, Prabhu Y, Varma M (2013) Multi-label learning with millions of labels: recommending advertiser bid phrases for web pages. In: Proceedings of the 22nd international conference on world wide web, Rio de Janeiro, pp 13–24

2. Boutell MR, Luo J, Shen X, Brown CM (2004) Learning multi-label scene classification. Pattern Recognit 37(9):1757–1771

3. Dembczyński K, Kotłowski W, Hüllermeier E (2012) Consistent multilabel ranking through univariate loss minimization. In: Proceedings of the 29th international conference on machine learning, Edinburgh, pp 1319–1326

4. Elisseeff A, Weston J (2002) A kernel method for multi-labelled classification. In: Dietterich TG, Becker S, Ghahramani Z (eds) Advances in neural information processing systems, vol 14. MIT Press, Cambridge, pp 681–687

5. Gao W, Zhou Z-H (2011) On the consistency of multi-label learning. In: Proceedings of the 24th annual conference on learning theory, Budapest, pp 341–358

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