声明
第1章 Feature Selection
1.1 Introduction
1.1.1 Label categorization
1.1.2 Selection Strategy categorization
1.2 Related work
1.3 Averaging and Feature Selection
1.4 Objective of this work
1.5 Summary
第2章 Emerging Challenges and Related Work
2.1.1 Stability
2.1.2 Sparsity
2.1.3 Multi-source feature selection
2.2 Big Data
2.2.1 Scalability
2.2.2 Real-time processing
2.2.3 Distributed Feature Selection
2.2.4 Multi-Source Data and Multi-View Data
2.2.5 Visualization and Interpretability
2.2.6 Model Selection
2.3 Summary
第3章 Unsupervised Feature Selection
3.1 Multi-view Unsupervised Feature Selection
3.2 Experiments
3.2.3 Methods of Comparison
3.3 Summary
第4章 Conclusion and Future work
4.2 Future work
参考文献
Published Papers and Scientific Research Participation
致谢