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Volumn 8150 LNCS, Issue PART 2, 2013, Pages 238-245

Variable importance in nonlinear kernels (VINK): Classification of digitized histopathology

Author keywords

[No Author keywords available]

Indexed keywords

CURSE OF DIMENSIONALITY; DIMENSIONALITY REDUCTION; EIGENVECTORS AND EIGENVALUES; HIGH DIMENSIONAL FEATURE; HIGH-DIMENSIONAL FEATURES; IMAGE-BASED FEATURES; PRINCIPAL COMPONENTS ANALYSIS; RADICAL PROSTATECTOMY;

EID: 84897571026     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40763-5_30     Document Type: Conference Paper
Times cited : (8)

References (12)
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    • Nonlinear Dimensionality Reduction of Gene Expression Data for Visualization and Clustering Analysis of Cancer Tissue Samples
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    • Shi, J.1    Luo, Z.2
  • 5
    • 80053536130 scopus 로고    scopus 로고
    • Variable Ranking with PCA: Finding Multiparametric MR Imaging Markers for Prostate Cancer Diagnosis and Grading
    • Madabhushi, A., Dowling, J., Huisman, H., Barratt, D. (eds.) Prostate Cancer Imaging 2011. Springer, Heidelberg
    • Ginsburg, S., Tiwari, P., Kurhanewicz, J., Madabhushi, A.: Variable Ranking with PCA: Finding Multiparametric MR Imaging Markers for Prostate Cancer Diagnosis and Grading. In: Madabhushi, A., Dowling, J., Huisman, H., Barratt, D. (eds.) Prostate Cancer Imaging 2011. LNCS, vol. 6963, pp. 146-157. Springer, Heidelberg (2011)
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  • 6
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    • A Global Geometric Framework for Nonlinear Dimensionality Reduction
    • Tenenbaum, J.B., de Silva, V., Langford, J.C.: A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science 290, 2319-2323 (2000)
    • (2000) Science , vol.290 , pp. 2319-2323
    • Tenenbaum, J.B.1    De Silva, V.2    Langford, J.C.3
  • 7
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
    • Belkin, M., Niyogi, P.: Laplacian Eigenmaps for Dimensionality Reduction and Data Representation. Neural Comput. 15, 1373-1396 (2003)
    • (2003) Neural Comput. , vol.15 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 9
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    • Performance of Some Variable Selection Methods when Multicollinearity is Present
    • Chong, I.G., Jun, C.H.: Performance of Some Variable Selection Methods when Multicollinearity is Present. Chemometr. Intell. Lab 78, 103-112 (2005)
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    • Multi-Field-of-View Framework for Distinguishing Tumor Grade in ER+ Breast Cancer from Entire Histopathology Slides
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.