Comparison of rule-building expert systems with pattern recognition for the classification of analytical data
Journal Article
·
· Anal. Chem.; (United States)
Two expert systems of the rule-building type, TIMM and EX-TRAN, are compared with pattern recognition methods for the classification of olive oils of different origins. Both expert systems are more user-friendly than the pattern recognition programs and TIMM yields slightly better results than nearest neighbors classifiers and linear discriminant analysis.
- Research Organization:
- Vrije Universiteit Brussel, Belgium
- DOE Contract Number:
- AC02-80EV10403
- OSTI ID:
- 6426166
- Journal Information:
- Anal. Chem.; (United States), Vol. 59:14
- Country of Publication:
- United States
- Language:
- English
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Related Subjects
37 INORGANIC
ORGANIC
PHYSICAL AND ANALYTICAL CHEMISTRY
99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE
OLIVE OIL
GAS CHROMATOGRAPHY
PATTERN RECOGNITION
EXPERT SYSTEMS
ARTIFICIAL INTELLIGENCE
EXPERIMENTAL DATA
QUALITATIVE CHEMICAL ANALYSIS
STRUCTURAL CHEMICAL ANALYSIS
CHEMICAL ANALYSIS
CHROMATOGRAPHY
DATA
ESTERS
INFORMATION
LIPIDS
NUMERICAL DATA
OILS
ORGANIC COMPOUNDS
OTHER ORGANIC COMPOUNDS
SEPARATION PROCESSES
TRIGLYCERIDES
VEGETABLE OILS
400102* - Chemical & Spectral Procedures
990220 - Computers
Computerized Models
& Computer Programs- (1987-1989)
ORGANIC
PHYSICAL AND ANALYTICAL CHEMISTRY
99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE
OLIVE OIL
GAS CHROMATOGRAPHY
PATTERN RECOGNITION
EXPERT SYSTEMS
ARTIFICIAL INTELLIGENCE
EXPERIMENTAL DATA
QUALITATIVE CHEMICAL ANALYSIS
STRUCTURAL CHEMICAL ANALYSIS
CHEMICAL ANALYSIS
CHROMATOGRAPHY
DATA
ESTERS
INFORMATION
LIPIDS
NUMERICAL DATA
OILS
ORGANIC COMPOUNDS
OTHER ORGANIC COMPOUNDS
SEPARATION PROCESSES
TRIGLYCERIDES
VEGETABLE OILS
400102* - Chemical & Spectral Procedures
990220 - Computers
Computerized Models
& Computer Programs- (1987-1989)