A hybridization of simulated annealing and local PCA for automatic component assignment within ICA

Lecture Notes in Computer Science

Volumn 3512, Issue , 2005, Pages 1075-1082

  Bohm M ^a   Stadlthanner, K ^a   Lang, E W ^a   Tome A M ^b   Teixeira, A R ^b   Theis, F J ^a   Puntonet, C G ^c  

^a UNIVERSITY OF REGENSBURG   (Germany)

^b UNIVERSITY OF AVEIRO   (Portugal)

^c UNIVERSITY OF GRANADA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC VARIABLES CONTROL; APPROXIMATION THEORY; BLIND SOURCE SEPARATION; COSTS; FUNCTIONS; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; PROBLEM SOLVING; SIMULATED ANNEALING;

ARTIFACTS; AUTOMATIC ASSIGNMENT TOOLS; COST FUNCTIONS; NOISE CONTRIBUTIONS;

INDEPENDENT COMPONENT ANALYSIS;

EID: 25144438963     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11494669_132     Document Type: Conference Paper

References (13)

1. M. Geyer, C. Herrmann, S. Wohlgemuth, A. Wittinghofer, and H. R. Kalbitzer. Structure of the ras-binding domain of ralgef and implications for ras binding and signalling. Nature Structural Biology, 4:694-699, 1997.
2. M. Ghil, M.R. Allen, M. D. Dettinger, and K. Ide. Advanced spectral methods for climatic time series. Reviews of Geophysics, 40(1):3.1-3.41, 2002.
3. S. Kirkpatrick, C. D. Gelatt Jr., and M. P. Vecchi. Optimization by simulated annealing. Science, 220:pp. 671, 1983.
4. W. Kremer, B. Schuler, S. Harrieder, M. Geyer, W. Gronwald, C. Welker, R. Jänicke, and H. R. Kalbitzer. Solution NMR structure of the coldshock protein from the hyperthermophilic bacterium thermotoga maritima. Eur. J. Biochem., 268:2527-2539, 2001.
5. V. Moskvina and K. M. Schmidt. Approximate projectors in singular spectrum analysis. SIAM Journal Mat. Anal Appl., 24(4):932-942, 2003.
6. A. Nordhoff, Ch. Tziatzios, J. A. V. Broek, M. Schott, H.-R. Kalbitzer, K. Becker, D. Schubert, and R. H. Schirme. Denaturation and reactivation of dimeric human glutathione reductase. Eur. J. Biochem, pages 273-282, 1997.
7. K. Stadlthanner, F. Theis, E. W. Lang, A. M. Tomé, W. Gronwald, and H. R. Kalbitzer. A matrix pencil approach to the blind source separation of artifacts in 2D NMR spectra. Neural Information Processing - Letters and Reviews, 1:103 - 110, 2003.
8. K. Stadlthanner, A. M. Tomé, F. J. Theis, W. Gronwald, H. R. Kalbitzer, and E. W. Lang. Blind source separation of water artifacts in NMR spectra using a matrix pencil. In Fourth International Symposium On Independent Component Analysis and Blind Source Separation, ICA'2003, pages 167-172, Nara, Japan, 2003.
9. K. Stadlthanner, A. M. Tomé, F. J. Theis, W. Gronwald, H. R. Kalbitzer, and E. W. Lang. On the use of independent component analysis to remove water artifacts of 2D NMR protein spectra. In 7th Portuguese Conference on Biomedical Engineering, BIOENG'2003, Lisbon, Portugal, 2003.
10. A. R. Teixeira, A. M. Tomé, E. W. Lang, and K. Stadlthanner. Delayed AMUSE - A Tool for blind source separation and Denoising. In Independent Component Analysis and Blind Signal Separation, Proc. ICA'2004, volume LNCS 195, pages 287-294, 2004.
11. Ana Maria Tomé. An iterative eigendecomposition approach to blind source separation. In 3rd Intern. Conf. on Independent Component Analysis and Signal Separation, ICA'2003, pages 424-428, San Diego, USA, 2001.
12. Ana Maria Tomé, Ana Rita Teixeira, Elmar Wolfgang Lang, Kurt Stadlthanner, and A.P. Rocha. Blind source separation using time-delayed signals. In International Joint Conference on Neural Networks, IJCNN'2004, volume CD, Budapest, Hungary, 2004.
13. Lang Tong, Ruey-wen Liu, Victor C. Soon, and Yih-Fang Huang. Indeterminacy and identifiability of blind identification. IEEE Transactions on Circuits and Systems, 38(5):499-509, 1991.