1] |
Grandvalet Y. Logistic regression for partial labels [C]// Proceedings of the 9th International Conference on Information Processing and Management of Uncertainty in
|
|
KnowledgeBased Systems. Annecy. 2002:1935-1941.
|
[2] |
Cour T, Sapp B, Taskar B. Learning from partial labels[J]. Journal of Machine Learning Research, 2011,12(5):1501-1536.
|
[3] |
张敏灵. 偏标记学习研究综述[J]. 数据采集与处理, 2015,30(1):77-87.
|
[4] |
Jin R, Ghahramani Z. Learning with multiple labels[C]// Advances in Neural Information Processing System. 2003:897-904.
|
[5] |
Nguyen N, Caruana R. Classification with partial labels[C]// Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. 2008:381
|
|
-389.
|
[6] |
Liu Liping, Dietterich T G. A conditional multinomial mixture model for superset label learning[C]// Advances in Neural Information Processing System. 2012:557565.
|
[7] |
Hullermeier E, Beringer J. Learning from ambiguously labeled examples[J]. Intelligent Data Analysis, 2006,10(5):419-439.
|
[8] |
Cover T M, Hart P E. Nearest neighbor pattern classification[J]. IEEE Transactions on Information Theory, 1967,13(1):21-27.
|
[9] |
Duda R O, Hart P E. Pattern Classification and Scene Analysis[M]. New York: Wiley, 1973.
|
[10] |
Wu Xindong, Kumar V, Quinlan J R, et al. Top 10 algorithms in data mining[J]. Knowledge and Information Systems, 2008,14(1):1-37.
|
[11] |
Duduni S A. The distanceweighted knearest neighbor rule[J]. IEEE Transactions on Systems, Man, and Cybernetics, 1976,6(2):325-327.
|
[12] |
Macleod J E S, Luk A, Titterington D M. A reexamination of the distanceweighted knearest neighbor classification rule[J]. IEEE Transactions on Systems, Man, and
|
|
Cybernetics, 1987,17(4):689696.
|
[13] |
Zuo Wangmeng, Zhang D, Wang Kuanquan. On kernel differenceweighted knearest neighbor classification[J]. Pattern Analysis and Applications, 2008,11(34):247-
|
|
257.
|
[14] |
Lichman M. UCI Machine Learning Repository[EB/OL]. http://archive.ics.uci.edu/ml, 2013-04-04.
|
[15] |
Zhang Minling. Solving the partial label learning problem: An instancebased approach[C]// Proceedings of the 24th International Joint Conference on Artificial
|
|
Intelligence. 2015:4048-4054.
|
[16] |
Zhang Minling. Disambiguationfree partial label learning[C]// Proceedings of the 14th SIAM International Conference on Data Mining. 2014:37-45.
|
[17] |
Chen Yichen, Patel V M, Chellappa R, et al. On kernel differenceweighted knearest neighbor classification[J]. IEEE Transactions on Information Forensics and
|
|
Security, 2014,12(9):2076-2088.
|