Journal
Article title
Authors
Title variants
Languages of publication
Abstracts
The system composed of the array of eight semiconductor, chemoresistive gas sensors was used for the classification of hydrogen, methane and carbon oxide gaseous samples. The classification task was performed by pattern recognition methods applied to the multivariate response of the array. The pattern recognition scheme used for classification uses a feature subset selection algorithm coupled with an objective function designed for clustering and a multilayer perceptron classifier.
Discipline
- 07.07.Df: Sensors (chemical, optical, electrical, movement, gas, etc.); remote sensing
- 84.35.+i: Neural networks(for optical neural networks, see 42.79.Ta; see also 07.05.Mh Neural networks, fuzzy logic, artificial intelligence in computers in experimental physics; 87.18.Sn in biological complexity)
- 02.50.Sk: Multivariate analysis
Journal
Year
Volume
Issue
Pages
419-421
Physical description
Dates
published
2009-09
Contributors
author
- Department of Optoelectronics, Silesian University of Technology, Krzywoustego 2, 44-100 Gliwice, Poland
author
- Department of Optoelectronics, Silesian University of Technology, Krzywoustego 2, 44-100 Gliwice, Poland
author
- Department of Optoelectronics, Silesian University of Technology, Krzywoustego 2, 44-100 Gliwice, Poland
References
- 1. G. Korotcenkov, Mater. Sci. Eng. B 139, 1 (2007)
- 2. W. Göpel, K.D. Schierbaum, Sensors Actuators B 26-27, 1 (1995)
- 3. C. Di Natale, F. Davide, A. D'Amico, Sensors Actuators B 23, 111 (1995)
- 4. R. Gutierrez-Osuna, IEEE Sensors J. 2, 189 (2002)
- 5. R. Gutierrez-Osuna, H. Troy Nagle, IEEE Trans. Systems. Man Cybernetics-Part B Cybernetics 29, 626 (1999)
- 6. E. Cantu-Paz, S. Newsam, C. Kamath, in: Proc. Tenth ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, Seattle (WA) USA 2004, p. 788
- 7. A. Perera, T. Sundic, A. Pardo, R. Gutierrez-Osuna, S. Marco, Sensors J. IEEE 2, 235 (2002)
- 8. A. Szpakowski, C. Tyszkiewicz, T. Pustelny, Acta Phys. Pol. A 114, A-237 (2008)
- 9. A. Szpakowski, T. Pustelny, K. Barczak, C. Tyszkiewicz, J. Phys. IV (France) 129, 155 (2005)
- 10. L. De Lathauwer, B. De Moor, J. Vandewalle, J. Chemometrics 14, 123 (2000)
Document Type
Publication order reference
Identifiers
YADDA identifier
bwmeta1.element.bwnjournal-article-appv116n341kz