Toxic vapor classification and concentration estimation for space shuttle and international space station

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3173, Issue , 2004, Pages 543-551

  Qian, Tao ^a   Xu, Roger ^a   Kwan, Chiman ^a   Linnell, Bruce ^b   Young, Rebecca ^b  

^a INTELLIGENT AUTOMATION INC   (United States)

^b KENNEDY SPACE CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ATTITUDE CONTROL; BACKPROPAGATION; ELECTRONIC NOSE; MANNED SPACE FLIGHT; NASA; NEURAL NETWORKS; SPACE SHUTTLES; SPACE STATIONS; SPACECRAFT; SUPPORT VECTOR MACHINES;

BACK PROPAGATION NEURAL NETWORKS; COMPARATIVE STUDIES; CONCENTRATION ESTIMATIONS; INTERNATIONAL SPACE STATIONS; LEARNING VECTOR QUANTIZATION; LINEAR DISCRIMINANTS; PROBABILITY NEURAL NETWORK; SVM CLASSIFIERS;

CLASSIFICATION (OF INFORMATION);

EID: 33847067729     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-28647-9_90     Document Type: Article

References (6)

1. Linnell, B., Young, R., Buttner, W.: Electronic Nose Vapor Identification for Space Program Applications.
2. Burges, C: A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery, 2, Kluwer Academic Publishers, Boston (1998) 121-167
3. Cristianini, N., Shawe-Taylor., J.: An Introduction to Support Vector Machines. Cambridge University Press (2000)
4. Osuna, E., Freund, R., Girosi., F.: Support Vector Machines: Training and Applications. AI Memo 1602, MIT, May (1997)
5. Hsu, C., Lin, C.: A Comparison of Methods for Multiclass Support Vector Machines. IEEE Trans. Neural Networks, Vol. 13, (2002) 415-426
6. Linnell, B.: The Effects of Small Samples on Statistical Pattern Recognition. Ph.D. dissertation, Electrical and Computer Engineering, Dept., North Carolina State University, (2001)