Recent advances in feature selection and its applications

2017/05/05 by Yun Li, Tao Li, Huan Liu
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Artificial intelligence #Computer science #Data mining #Data science #Face and Expression Recognition #Feature (linguistics) #Feature selection #Field (mathematics) #Gene expression and cancer classification #Machine Learning in Bioinformatics #Machine learning #Mathematics #Minimum redundancy feature selection #Selection (genetic algorithm)

paper · doi:10.1007/s10115-017-1059-8

crossref issued 2017/05/05 · crossref published 2017/05/05 · crossref published-online 2017/05/05 · openalex publication_date 2017/05/05 · crossref created 2017/05/05 · crossref published-print 2017/12/01 · crossref deposited 2024/06/23 · openalex created_date 2025/10/10 · crossref indexed 2026/08/04 · openalex updated_date 2026/08/05

Citations

• Structured Sparse Principal Component Analysis
• Wrappers for feature subset selection
• Selection of relevant features and examples in machine learning
• The security of machine learning
• A tutorial on spectral clustering
• An Exploratory Technique for Investigating Large Quantities of Categorical Data
• A survey on feature selection methods
• MapReduce
• Online Group Feature Selection
• Differential Privacy