 | 2009 |
|---|
| 18 |       | Min-Ling Zhang,
Zhi-Hua Zhou:
Multi-instance clustering with applications to multi-instance prediction.
Appl. Intell. 31(1): 47-68 (2009) |
| 17 | | Min-Ling Zhang,
Zhi-Hua Zhou:
Classifier Ensemble with Unlabeled Data
CoRR abs/0909.3593: (2009) |
| 16 | | Min-Ling Zhang,
José Maria Peña,
Víctor Robles:
Feature selection for multi-label naive Bayes classification.
Inf. Sci. 179(19): 3218-3229 (2009) |
| 15 | | Min-Ling Zhang:
Ml-rbf : RBF Neural Networks for Multi-Label Learning.
Neural Processing Letters 29(2): 61-74 (2009) |
| 14 | | Min-Ling Zhang,
Zhi-Jian Wang:
MIMLRBF: RBF neural networks for multi-instance multi-label learning.
Neurocomputing 72(16-18): 3951-3956 (2009) |
| 2008 |
|---|
| 13 | | Min-Ling Zhang,
Zhi-Hua Zhou:
M3MIML: A Maximum Margin Method for Multi-instance Multi-label Learning.
ICDM 2008: 688-697 |
| 12 | | Zhi-Hua Zhou,
Min-Ling Zhang,
Sheng-Jun Huang,
Yu-Feng Li:
MIML: A Framework for Learning with Ambiguous Objects
CoRR abs/0808.3231: (2008) |
| 2007 |
|---|
| 11 |  | Min-Ling Zhang,
Zhi-Hua Zhou:
Multi-Label Learning by Instance Differentiation.
AAAI 2007: 669-674 |
| 10 | | Zhi-Hua Zhou,
Min-Ling Zhang:
Solving multi-instance problems with classifier ensemble based on constructive clustering.
Knowl. Inf. Syst. 11(2): 155-170 (2007) |
| 9 | | Min-Ling Zhang,
Zhi-Hua Zhou:
ML-KNN: A lazy learning approach to multi-label learning.
Pattern Recognition 40(7): 2038-2048 (2007) |
| 2006 |
|---|
| 8 | | Zhi-Hua Zhou,
Min-Ling Zhang:
Multi-Instance Multi-Label Learning with Application to Scene Classification.
NIPS 2006: 1609-1616 |
| 7 | | Min-Ling Zhang,
Zhi-Hua Zhou:
Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization.
IEEE Trans. Knowl. Data Eng. 18(10): 1338-1351 (2006) |
| 6 | | Min-Ling Zhang,
Zhi-Hua Zhou:
Adapting RBF Neural Networks to Multi-Instance Learning.
Neural Processing Letters 23(1): 1-26 (2006) |
| 2005 |
|---|
| 5 | | Min-Ling Zhang,
Zhi-Hua Zhou:
A k-nearest neighbor based algorithm for multi-label classification.
GrC 2005: 718-721 |
| 2004 |
|---|
| 4 | | Min-Ling Zhang,
Zhi-Hua Zhou:
Ensembles of Multi-Instance Neural Networks.
Intelligent Information Processing 2004: 471-474 |
| 3 | | Min-Ling Zhang,
Zhi-Hua Zhou:
Improve Multi-Instance Neural Networks through Feature Selection.
Neural Processing Letters 19(1): 1-10 (2004) |
| 2003 |
|---|
| 2 | | Zhi-Hua Zhou,
Min-Ling Zhang:
Ensembles of Multi-instance Learners.
ECML 2003: 492-502 |
| 1 | | Zhi-Hua Zhou,
Min-Ling Zhang,
Ke-Jia Chen:
A Novel Bag Generator for Image Database Retrieval With Multi-Instance Learning Techniques.
ICTAI 2003: 565-569 |
