34 results on '"Zhou, Zhi-hua"'
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2. Solving multi-instance problems with classifier ensemble based on constructive clustering
3. Margin Distribution Analysis.
4. Optimal Margin Distribution Machine.
5. One-Pass Learning with Incremental and Decremental Features.
6. On the doubt about margin explanation of boosting.
7. Improved Bounds for the Nyström Method With Application to Kernel Classification.
8. Towards convergence rate analysis of random forests for classification.
9. Attention-Based Hierarchical Recurrent Neural Network for Phenotype Classification
10. Evaluating Diagnostic Performance of Machine Learning Algorithms on Breast Cancer
11. Online Prediction of Chess Match Result
12. Nearest Neighbor Method Based on Local Distribution for Classification
13. Repulsive-SVDD Classification
14. A Coupled k-Nearest Neighbor Algorithm for Multi-label Classification
15. Efficient Methods for Multi-label Classification
16. Predicting Future Links Between Disjoint Research Areas Using Heterogeneous Bibliographic Information Network
17. A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data
18. A DC Programming Approach for Sparse Optimal Scoring
19. A Biclustering-Based Classification Framework for Microarray Analysis
20. GS4: Generating Synthetic Samples for Semi-Supervised Nearest Neighbor Classification
21. Using Knowledge Graph to Handle Label Imperfection
22. Associative Classification for Human Activity Inference on Smart Phones
23. Multi-Instance Learning from Positive and Unlabeled Bags
24. Learning from Crowds under Experts’ Supervision
25. Highly Scalable Attribute Selection for Averaged One-Dependence Estimators
26. Automatic Fake Followers Detection in Chinese Micro-blogging System
27. Feature Selection via Sparse Regression for Classification of Functional Brain Networks
28. Sparse Brain anatomical Network Based Classification of Schizophrenia Patients and Healthy Controls
29. Binary Decision Trees for Melanoma Diagnosis
30. Building a Decision Cluster Forest Model to Classify High Dimensional Data with Multi-classes
31. Towards Adapting XCS for Imbalance Problems
32. A Cooperative Coevolution Algorithm of RBFNN for Classification
33. Capability Enhancement of Probabilistic Neural Network for the Design of Breakwater Armor Blocks
34. On the noise estimation statistics.
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