Combining local and global learners in the pairwise multiclass classification

Author:

Bagheri Mohammad Ali,Gao Qigang,Escalera Sergio

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition

Reference30 articles.

1. Allwein EL, Schapire RE, Singer Y (2001) Reducing multiclass to binary: a unifying approach for margin classifiers. J Mach Learn Res 1:113–141

2. Anand R, Mehrotra K, Mohan CK, Ranka S (1995) Efficient classification for multiclass problems using modular neural networks. IEEE Trans Neural Netw 6(1):117–124

3. Blake C, Merz C (1998) Uci repository of machine learning databases, department of information and computer sciences. University of california, Irvine

4. Boiman O, Shechtman E, Irani M (2008) In defense of nearest-neighbor based image classification. In: IEEE Conference on Computer Vision and Pattern Recognition. IEEE, pp 1–8

5. Chang CC, Lin CJ (2011) Libsvm: a library for support vector machines. ACM Trans Intell Syst Technol 2(3):1–27

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