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Volumn 4962, Issue , 2003, Pages 307-318

Feature Reduction for Improved Recognition of Subcellular Location Patterns in Fluorescence Microscope Images

Author keywords

Feature recombination; Feature reduction; Feature selection; Proteomics; Subcellular location features; Subcellular location pattern; Support vector machines

Indexed keywords

BIOCHEMISTRY; CELLS; FLUORESCENCE; INDEPENDENT COMPONENT ANALYSIS; MICROSCOPIC EXAMINATION; PROTEINS;

EID: 0242628975     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.477903     Document Type: Conference Paper
Times cited : (72)

References (22)
  • 2
    • 0032212323 scopus 로고    scopus 로고
    • Automated recognition of patterns characteristic of subcellular structures in fluorescence microscopy images
    • M.V. Boland, M.K. Markey, and R.F. Murphy, "Automated recognition of patterns characteristic of subcellular structures in fluorescence microscopy images," Cytometry, 33, 366-375, 1998.
    • (1998) Cytometry , vol.33 , pp. 366-375
    • Boland, M.V.1    Markey, M.K.2    Murphy, R.F.3
  • 3
    • 0036139314 scopus 로고    scopus 로고
    • A Neural Network Classifier Capable of Recognizing the Patterns of all Major Subcellular Structures in Fluorescence Microscope Images of HeLa Cells
    • M.V. Boland and R.F. Murphy, "A Neural Network Classifier Capable of Recognizing the Patterns of all Major Subcellular Structures in Fluorescence Microscope Images of HeLa Cells," Bioinformatics, 17, 1213-1223, 2001.
    • (2001) Bioinformatics , vol.17 , pp. 1213-1223
    • Boland, M.V.1    Murphy, R.F.2
  • 6
    • 0034564140 scopus 로고    scopus 로고
    • Towards a Systematics for Protein Subcellular Location: Quantitative Description of Protein Localization Patterns and Automated Analysis of Fluorescence Microscope Images
    • San Diego
    • R.F. Murphy, M.V. Boland, and M. Velliste, "Towards a Systematics for Protein Subcellular Location: Quantitative Description of Protein Localization Patterns and Automated Analysis of Fluorescence Microscope Images," Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology, pp. 251-259, San Diego, 2000.
    • (2000) Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology , pp. 251-259
    • Murphy, R.F.1    Boland, M.V.2    Velliste, M.3
  • 7
    • 0002997383 scopus 로고
    • Stepwise discriminant analysis
    • K Enslein, A Ralston, and HS Wilf, Editors, John Wiley & Sons, New York
    • R.I. Jennrich, "Stepwise discriminant analysis," Statistical Methods for Digital Computers, K Enslein, A Ralston, and HS Wilf, Editors, pp. 77-95, John Wiley & Sons, New York, 1977.
    • (1977) Statistical Methods for Digital Computers , pp. 77-95
    • Jennrich, R.I.1
  • 11
    • 0034778304 scopus 로고    scopus 로고
    • Nonlinear principal component analysis by neural networks
    • W.W. Hsieh, "Nonlinear principal component analysis by neural networks," Tellus, 53A, 599-615, 2001.
    • (2001) Tellus , vol.53 A , pp. 599-615
    • Hsieh, W.W.1
  • 12
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear Component Analysis as a Kernel Eigenvalue Problem
    • B. Scholkopf, A. Smola, and K.-R. Muller, "Nonlinear Component Analysis as a Kernel Eigenvalue Problem," Neural Computation, 10, 1299-1319, 1998.
    • (1998) Neural Computation , vol.10 , pp. 1299-1319
    • Scholkopf, B.1    Smola, A.2    Muller, K.-R.3
  • 13
    • 0032629347 scopus 로고    scopus 로고
    • Fast and Robust Fixed-Point Algorithms for Independent Component Analysis
    • A. Hyvärinen, "Fast and Robust Fixed-Point Algorithms for Independent Component Analysis," IEEE Transactions on Neural Networks, 10, 626-634, 1999.
    • (1999) IEEE Transactions on Neural Networks , vol.10 , pp. 626-634
    • Hyvärinen, A.1
  • 18
    • 0032028297 scopus 로고    scopus 로고
    • Feature subset selection using a genetic algorithm
    • J. Yang and V. Honavar, "Feature subset selection using a genetic algorithm," IEEE Intelligent Systems, 13, 44-49, 1998.
    • (1998) IEEE Intelligent Systems , vol.13 , pp. 44-49
    • Yang, J.1    Honavar, V.2
  • 20
    • 34249753618 scopus 로고
    • Support vector networks
    • C. Cortes and V. Vapnik, "Support vector networks," Machine Learning, 20,1-25, 1995.
    • (1995) Machine Learning , vol.20 , pp. 1-25
    • Cortes, C.1    Vapnik, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.