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Publications of Author

1. Zhi-Hua Zhou, Min-Ling Zhang
   Ensembles of Multi-instance Learners. [Citation Graph (0, 0)][DBLP]
   ECML, 2003, pp:492-502 [Conf]
   
2. Zhi-Hua Zhou, Min-Ling Zhang, Ke-Jia Chen
   A Novel Bag Generator for Image Database Retrieval With Multi-Instance Learning Techniques. [Citation Graph (0, 0)][DBLP]
   ICTAI, 2003, pp:565-569 [Conf]
   
3. Min-Ling Zhang, Zhi-Hua Zhou
   Ensembles of Multi-Instance Neural Networks. [Citation Graph (0, 0)][DBLP]
   Intelligent Information Processing, 2004, pp:471-474 [Conf]
   
4. Min-Ling Zhang, Zhi-Hua Zhou
   A k-nearest neighbor based algorithm for multi-label classification. [Citation Graph (0, 0)][DBLP]
   GrC, 2005, pp:718-721 [Conf]
   
5. Zhi-Hua Zhou, Min-Ling Zhang
   Solving multi-instance problems with classifier ensemble based on constructive clustering. [Citation Graph (0, 0)][DBLP]
   Knowl. Inf. Syst., 2007, v:11, n:2, pp:155-170 [Journal]
   
6. Min-Ling Zhang, Zhi-Hua Zhou
   Improve Multi-Instance Neural Networks through Feature Selection. [Citation Graph (0, 0)][DBLP]
   Neural Processing Letters, 2004, v:19, n:1, pp:1-10 [Journal]
   
7. Min-Ling Zhang, Zhi-Hua Zhou
   Adapting RBF Neural Networks to Multi-Instance Learning. [Citation Graph (0, 0)][DBLP]
   Neural Processing Letters, 2006, v:23, n:1, pp:1-26 [Journal]
   
8. Min-Ling Zhang, Zhi-Hua Zhou
   Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization. [Citation Graph (0, 0)][DBLP]
   IEEE Trans. Knowl. Data Eng., 2006, v:18, n:10, pp:1338-1351 [Journal]
   
9. Min-Ling Zhang, Zhi-Hua Zhou
   Multi-Label Learning by Instance Differentiation. [Citation Graph (0, 0)][DBLP]
   AAAI, 2007, pp:669-674 [Conf]
   
10. Zhi-Hua Zhou, Min-Ling Zhang
    Multi-Instance Multi-Label Learning with Application to Scene Classification. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:1609-1616 [Conf]
    
11. Min-Ling Zhang, Zhi-Hua Zhou
    ML-KNN: A lazy learning approach to multi-label learning. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:7, pp:2038-2048 [Journal]
    
12. 
    M3MIML: A Maximum Margin Method for Multi-instance Multi-label Learning. [Citation Graph (, )][DBLP]
    
    
13. 
    Multi-label learning by exploiting label dependency. [Citation Graph (, )][DBLP]
    
    
14. 
    Multi-instance clustering with applications to multi-instance prediction. [Citation Graph (, )][DBLP]
    
    
15. 
    MIML: A Framework for Learning with Ambiguous Objects [Citation Graph (, )][DBLP]
    
    
16. 
    Classifier Ensemble with Unlabeled Data [Citation Graph (, )][DBLP]