[2] G. Carneiro and N. Vasconcelos. Formulating semantic image annotation as a supervised learning problem. In ComputerVision and Pattern Recognition, 2005.
[3] T. M. Lehmann, H. Schubert, D. keysers, M. Kohnen, B. B. Wein, Berthold. The IRMA code for unique classification of medical images, Medical Imaging 2003: PACS and integrated Medical Information Systems: Design and Evaluation, Proceedings of the SPIE, Volume 5033, pp. 440-451, 2003.
[4] B. Wei and T. K. James. Hierarchical multilabel classification with minimum bayes risk, in Proceedings of the 12th International Conference on Data Mining. IEEE, 2012.
[5] Chunqiu Zeng, Tao Li, Larisa Shwartz and Genady Ya. Grabarnik. Hierarchical multi-label classification over ticket data using Contextual Loss, Network Operations and Management symposium. IEEE 2014.
[6] N. Cesa-Bianchi, C. Gentile, and L. Zaniboni. Hierarchical classication: combing bayes with svm, in Proceedings of the 23rd International Conference on Machine Learning. ACM, 2006, pp.177-184.
[7] S. Dumais and H. Chen. Hierarchical classification of web content, in Proceedings of the 23rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. ACM, 2000, pp. 256-263.
[8] O. Dekel, J. Keshet, and Y. Singer. An online algorithm for hierarchical phoneme classification, in Machine Learning for Multimodal Interaction. Springer, 2005, pp. 146-158.
[9] Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska and Saso Dzeroski. Hierarchical annotation of medical images, Semi-Supervised Learning for Visual Content Analysis and Understanding. Pattern Recognition. Volume 44, pp. 2436-2449.
[10] M.M. Abdulrazzaq and Shahrul Azman Noah. Improving the Annotation Accuracy of Medical Images in ImageCLEFmed2005 Using K-Nearest Neighbor (kNN) Classifier, Asian Journal of Applied Sciences, 2015, Volume:8, pp. 16-26.
[11] A. Mueen, M. Sapiyan Baba and R. Zainuddin. Multilevel Feature Extraction and X-ray Image Classification, Journal of Applied Science, 2007. Volume 7, pp:1224-1229.
[12] B. Wei and T. K. James. Hierarchical multilabel classification with minimum bayes risk, in Proceedings of the 12th International Conference on Data Mining. IEEE, 2012.
[13] “libSVM,” http://www.csie.ntu.edu.tw/~cjlin/libsvm.
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