Feature space theory - A mathematical foundation for data mining

Knowledge-Based Systems

Volumn 14, Issue 5-6, 2001, Pages 253-257

  Li, Hong Xing ^a   Xu, Li D ^b,c  

^a BEIJING NORMAL UNIVERSITY   (China)

^b WRIGHT STATE UNIVERSITY   (United States)

^c UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Data mining; Feature construction; Feature reduction; Feature selection; Feature space; Features; Knowledge representation; Relevance analysis

Indexed keywords

KNOWLEDGE REPRESENTATION; STATE SPACE METHODS; THEOREM PROVING;

FEATURE CONSTRUCTION; FEATURE REDUCTION; FEATURE SELECTION; FEATURE SPACE THEORY; RELEVANCE ANALYSIS;

DATA MINING;

EID: 0035422286     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0950-7051(01)00103-4     Document Type: Article

References (11)

1. FUZZ: A fuzzy-based concept formation system that integrates human categorization and numerical clustering
2. Viewing the success of fuzzy logic from mathematical essences of fuzzy sets
3. Dimensionality
4. The contribution of systems science to information systems research