Home > Research > Browse

Results for Principal component analysis

Publications & Outputs

  1. Wind turbine fault detection and identification through PCA-based optimal variable selection

    Wang, Y., Ma, X. & Qian, P. 6/02/2018 In : IEEE Transactions on Sustainable Energy. 9 p.

    Research output: Contribution to journalJournal article

  2. Inferring contexts from human activities in smart spaces

    Lee, J. W. & Helal, S. 2016 29th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2016. Markov, Z. & Russell, I. (eds.). Palo Alto: AAAI, p. 695-700 6 p.

    Research output: Contribution in Book/Report/ProceedingsConference contribution

  3. Detection of early stage changes associated with adipogenesis using Raman spectroscopy under aseptic conditions

    Mitchell, A., Ashton, L., Yang, X. B., Goodacre, R., Smith, A. & Kirkham, J. 2015 In : Cytometry Part A.

    Research output: Contribution to journalJournal article

  4. Depth profiling 137Cs and 60Co non-intrusively for a suite of industrial shielding materials and at depths beyond 50mm

    Adams, J., Joyce, M. & Mellor, M. 07/2012 In : Applied Radiation and Isotopes. 70, 7, p. 1150–1153 4 p.

    Research output: Contribution to journalJournal article

  5. Acoustic emission for monitoring aircraft structures

    Holford, K. M., Pullin, R., Evans, S. L., Eaton, M. J., Hensman, J. & Worden, K. 05/2009 In : Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering. 223, 5, p. 525-532 8 p.

    Research output: Contribution to journalJournal article

  6. Discrimination of a transformation phenotype in Syrian golden hamster embryo (SHE) cells using ATR-FTIR spectroscopy.

    Walsh, M., Bruce, S. W., Pant, K., Carmichael, P. L., Scott, A. D. & Martin, F. L. 5/04/2009 In : Toxicology. 258, 1, p. 33-38 6 p.

    Research output: Contribution to journalJournal article

  7. Derivation of a subtype-specific biochemical signature of endometrial carcinoma using synchrotron-based Fourier-transform infrared microspectroscopy.

    Kerns, J., Singh, M. N., Stringfellow, H. F., Walsh, M. J., Nicholson, J. M., Bahrami, F., Ashton, K. M., Pitt, M. A., Martin-Hirsch, P. L. & Martin, F. L. 18/02/2009 In : Cancer Letters. 274, 2, p. 208-217 10 p.

    Research output: Contribution to journalJournal article

  8. Discrimination of human stem cells by photothermal microspectroscopy

    Grude, O., Nakamura, T., Hammiche, A., Bentley, A. J., Martin, F. L., Pollock, H. M., Kinoshita, S. & Fullwood, N. J. 22/01/2009 In : Vibrational Spectroscopy. 49, 1, p. 22-27 6 p.

    Research output: Contribution to journalJournal article

  9. FTIR micro-spectroscopy identifies symmetric PO2- modifications as a marker of the putative stem cell region of human intestinal crypts.

    Walsh, M. J., Fellous, T. G., Hammiche, A., Lin, W-R., Fullwood, N. J., Grude, O., Bahrami, F., Nicholson, J. M., Cotte, M., Susini, J., Pollock, H. M., Brittan, M., Martin-Hirsch, P. L., Alison, M. R. & Martin, F. L. 01/2008 In : Stem Cells. 26, 10, p. 108-118 11 p.

    Research output: Contribution to journalJournal article

  10. A principal component analysis of acoustic emission signals from a landing gear component

    Pullin, R., Eaton, M. J., Hensman, J. J., Holford, K. M., Worden, K. & Evans, S. L. 2008 In : Applied Mechanics and Materials. 13-14, p. 41-47 7 p.

    Research output: Contribution to journalJournal article

  11. IR microspectroscopy: potential applications in cervical cancer screening.

    Walsh, M. J., German, M. J., Singh, M., Pollock, H. M., Hammiche, A., Kyrgiou, M., Stringfellow, H. F., Paraskevaidis, E., Martin-Hirsch, P. L. & Martin, F. L. 8/02/2007 In : Cancer Letters. 246, 1-2, p. 1-11 11 p.

    Research output: Contribution to journalJournal article

More results »