References
- 김현주, 박소미, 박석, "확장된 질의 처리를 위해 경로간 의미적 유사도를 고려한 XML 문서 순위화 기법," 한국정보과학회 학술발표논문집, Vol.36(1A), pp.8-13, 2009.
- 윤용욱, 이창기, 이근배, "지지 벡터 기계를 이용한 계층적 문서 분류," 한국정보과학회 언어공학연구회 학술발표 논문집, pp.7-13, 10. 2003.
- 유재학, 김성윤, 이한성, 김명섭, 박대희, "계층적 다중 클래스 SVM을 이용한 인터넷 애플리케이션 트래픽 분류," 한국컴퓨터종합학술대회 논문집, Vol.35, No.1(A), 2008.
- 김영수, 문형진, 조혜선, 김병익, 이진해, 이진우, 이병엽, "계층적침해자원기반의 침해사고 구성 및 유형 분석," 한국콘텐츠학회논문지, 제16권, 제11호, pp.139-153, 2016. https://doi.org/10.5392/JKCA.2016.16.11.139
- 김영수, "보안 인텔리전트 유형 분류를 위한 다중 프로파일링 앙상블 모델," 한국콘텐츠학회논문지, Vol.17, No.3, pp.231-237, 2017(3). https://doi.org/10.5392/JKCA.2017.17.03.231
- C. Chu, S. K. Kim, Y. Lin, Y. Y. Yu, G. R. Bradski, A. Y. Ng, and K. Olukotun, "Map-Reduce for Machine Learning on Multicore," pp.281-288, NIPS 2006.
- J. Dean and S. Ghemawat, "Mapreduce: Simplified data processing on large clusters," OSDI'04: Sixth Symposium on Operating System Design and Implementation, Dec 2004.
- C. W. Hsu and C. J. Lin, A comparison of methods for multi-class support vector machines, IEEE Transactions on Neural Networks, Vol.13, pp.415-425, 2002. https://doi.org/10.1109/72.991427
- S. Guha, R. Rastogi, and K. Shim. CURE: an efficient clustering algorithm for large databases, In Proc. ACM SIGMOD Int. Conf. on Management of Data, Seatle, WA, 1998.
- Y. Kanza and Y. Sagiv, "Flexible Queries over Semistructured Data," Proc. of 12th ACM SIGMODSIDACT-SIGART symposium on Principles of database systems, pp.40-51, 2001.
- K. N. Rao, T. V. Rao, and D. R. Lakshmi, "A Novel Class Imbalance Learning Method using Subset Filtering," International Journal of Scientific and Engineering Research, Vol.3, No.9, pp.1-9, 2012.
- Xiping Liu, Changxuan Wan, and Lei Chen, "Returning Clustered Results for Keyword Search on XML Documents," IEEE Transactions On Knowledge and Data Engineering, Vol.23, No.12, Dec. 2011.
- C. Cortes and V. Vapnik, "Support-vector network," Machine Learning, Vol.20, pp.273-297, 1995.
- C. F. Tan, "Short Text Classification Based on LDA and SVM," International Journal of Applied Mathematics and Statistics (IJAMS), Vol.51, No.22, pp.205-214, 2013.
- Lijuan Cai and Thomas Hofmann, "Implementation of Support Vector Machine Technique in Feedback Analysis System," International Journal of Computer Applications, Vol.96, No.17, pp.24-27, Jun. 2014. https://doi.org/10.5120/16887-6906
- J. Hernandez, L. E. Sucar, E. F. Morales, "Multidimensional hierarchical classification," Expert Systems with Applications, Vol.41, No.17, pp.7671-7677, 2014. https://doi.org/10.1016/j.eswa.2014.05.054
- C. Freeman, D. Kulic, and O. Basir, "Joint feature selection and hierarchical classifier design," IEEE International Conference on Systems Man and Cybernetic, pp.1728-1734, 2011.
- D. Koller and M. Sahami, "Hierarchically classifying documents using very few words," Proceedings of the Fourteenth International Conference on Machine Learning (ICML'97), pp.170-178, 1997.
- Tao Li, Shenghuo Zho, and Mitsunori Orkhara, "Topic Hierarchy Generation via Linear Discriminant Projection," Proceedings of SIGIR 2003, the Twenty-Sixth Annual International ACM SIGIR Conference, pp.421-422, 2003.
- H. Yu, J. Han, and K. C. Chang, PEBL: Positive-example based learning for Web page classification using SVM. In Proc. 8th Int. Conf. Knowledge Discovery and Data Mining, Edmonton, Canada, 2002.