Fully Associative Ensemble Learning for Hierarchical Multi-Label Classification.

作者: Lingfeng Zhang , Shishir Shah , Ioannis Kakadiaris

DOI: 10.5244/C.28.45

关键词: Associative propertyArtificial intelligenceMulti-label classificationEnsemble learningComputer sciencePattern recognition

摘要:

参考文章(23)
Yu He, Ke Wang, Senqiang Zhou, Hierarchical Classification of Real Life Documents. siam international conference on data mining. pp. 1- 16 ,(2001)
Jean-philippe Vert, Francis R. Bach, Laurent Jacob, Clustered Multi-Task Learning: A Convex Formulation neural information processing systems. ,vol. 21, pp. 745- 752 ,(2008)
Celine Vens, Jan Struyf, Leander Schietgat, Sašo Džeroski, Hendrik Blockeel, Decision trees for hierarchical multi-label classification Machine Learning. ,vol. 73, pp. 185- 214 ,(2008) , 10.1007/S10994-008-5077-3
Hugo Jair Escalante, Carlos A. Hernández, Jesus A. Gonzalez, A. López-López, Manuel Montes, Eduardo F. Morales, L. Enrique Sucar, Luis Villaseñor, Michael Grubinger, The segmented and annotated IAPR TC-12 benchmark Computer Vision and Image Understanding. ,vol. 114, pp. 419- 428 ,(2010) , 10.1016/J.CVIU.2009.03.008
Jiayu Zhou, Lei Yuan, Jun Liu, Jieping Ye, A multi-task learning formulation for predicting disease progression Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11. pp. 814- 822 ,(2011) , 10.1145/2020408.2020549
Jiayu Zhou, Jun Liu, Vaibhav A Narayan, Jieping Ye, Alzheimer's Disease Neuroimaging Initiative, Modeling disease progression via multi-task learning NeuroImage. ,vol. 78, pp. 233- 248 ,(2013) , 10.1016/J.NEUROIMAGE.2013.03.073
Susan Dumais, Hao Chen, Hierarchical classification of Web content international acm sigir conference on research and development in information retrieval. ,vol. 34, pp. 256- 263 ,(2000) , 10.1145/345508.345593
Karin Verspoor, Judith Cohn, Susan Mniszewski, Cliff Joslyn, A categorization approach to automated ontological function annotation. Protein Science. ,vol. 15, pp. 1544- 1549 ,(2006) , 10.1110/PS.062184006
Anveshi Charuvaka, Huzefa Rangwala, Multi-task Learning for Classifying Proteins Using Dual Hierarchies 2012 IEEE 12th International Conference on Data Mining. pp. 834- 839 ,(2012) , 10.1109/ICDM.2012.27