A comparative analysis of basic pattern recognition techniques for the development of small size electronic nose

Sensors and Actuators, B: Chemical

Volumn 85, Issue 1-2, 2002, Pages 137-144

  Bicego, Manuele ^a   Tessari, Gino ^a   Tecchiolli, Giampietro ^a,b   Bettinelli, Marco ^a  

^a UNIVERSITY OF VERONA   (Italy)

^b TRETEC Srl   (Italy)

Author keywords

Chemical sensors array; Dimensionality reduction techniques; Electronic nose; K nearest neighbor; Neural networks; Odor classification; Reactive Tabu search

Indexed keywords

CARBON BLACK; COMPUTATIONAL COMPLEXITY; NEURAL NETWORKS; ODORS; PATTERN RECOGNITION; POLYMERS; VLSI CIRCUITS;

ELECTRONIC NOSE;

CHEMICAL SENSORS;

EID: 0037142241     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-4005(02)00065-5     Document Type: Article

References (40)

1. Redundancy in sensors arrays
2. Application of multigas sensor device in the meat industry for boar-taint detection
3. Characterization of food freshness with sensor arrays
4. Acoustic wave microsensors, part I
5. Acoustic wave microsensors, part II
6. Method for estimating polymer-coated acoustic wave vapor responses
7. Measurement of interfacial processes at electrode surfaces with electrochemical quartz crystal microbalance
8. Automated odor-sensing system based on plural semiconductor gas sensors and computerized pattern recognition techniques
9. Integrated tin oxide sensors of low power consumption for use in gas and odor sensing
10. Towards an integrated electronic nose using conducting polymer sensors
11. A chemically diverse conducting polymer-based electronic nose
12. Computational methods for the analysis of chemical sensor array data from volatile analytes
13. A comparison study of chemical sensor array pattern recognition algorithms
14. Array-based vapor sensing using chemically sensitive carbon black-polymer resistors
15. Quantitative study of the resolving power of arrays of carbon black-polymer composites in various vapor-sensing tasks
16. Static cytometry and neural networks in the discrimination of lower urinary system lesions
17. An electronic nose system for monitoring the quality of potable water
18. Non-destructive banana ripeness determination using a neural network-based electronic nose
19. Classification of tetraplegics through automatic movement evaluation
20. Identification of multiple analytes using an optical sensor array and pattern recognition neural networks
21. Training neural nets with the reactive Tabu search
22. TOTEM: A digital processor for neural networks and reactive Tabu search
23. TOTEM: A highly parallel chip for triggering applications with inductive learning based on the reactive Tabu search, nuclear instruments and methods
24. The use of multiple measurements in taxonomic problems
25. Discriminant component analysis for face recognition
26. Locally adaptive nearest neighbor algorithms
27. Discriminant adaptive nearest neighbor classification
28. E0nhanced learning for evolutive neural architecture (ELENA) - Task B4