메뉴 건너뛰기




Volumn , Issue , 2010, Pages 790-793

Kernel Dimensionality Reduction evaluation on various dimensions of effective subspaces for cancer patient survival analysis

Author keywords

Dimension of Effective Subspaces (K); Kernel Dimensionality Reduction (KDR)

Indexed keywords

BEST VALUE; CANCER PATIENTS; CLASSIFICATION PERFORMANCE; CLUSTERING APPLICATIONS; DIMENSION OF EFFECTIVE SUBSPACES (K); DIMENSIONALITY REDUCTION; DNA DATA; GENE CLASSIFICATION; K-MEANS; K-MEANS CLUSTERING TECHNIQUES; NEW MODEL; PROPORTIONAL HAZARDS; RANK TEST; REGRESSION MODEL; SEMI-SUPERVISED LEARNING; SURVIVAL ANALYSIS;

EID: 78650267244     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSPA.2010.5605512     Document Type: Conference Paper
Times cited : (2)

References (15)
  • 1
    • 5844297152 scopus 로고
    • Theory of reproducing kernels
    • N. Aronszajn, "Theory of reproducing kernels", Trans Amer. Math. Soc., 69(3):337-404, 1950.
    • (1950) Trans Amer. Math. Soc. , vol.69 , Issue.3 , pp. 337-404
    • Aronszajn, N.1
  • 4
    • 78650280736 scopus 로고    scopus 로고
    • Kernel dimensionality reduction for supervised learning
    • K. Fukumizu, R. Bach and M.1. Jordan, "Kernel Dimensionality Reduction for Supervised Learning", Advances in NIPS, vol. 16,2004.
    • (2004) Advances in NIPS , vol.16
    • Fukumizu, K.1    Bach, R.2    Jordan, M.J.3
  • 7
    • 0037142053 scopus 로고    scopus 로고
    • The use of molecular profiling to predict survival after chemotherapy for diffuse large-b-ceil lymphoma
    • Rosenwald et aI., "The Use of Molecular Profiling to Predict Survival After Chemotherapy for Diffuse Large-B-CeIl Lymphoma", N Engl J Med, Vol. 346, No. 25, 2002. 793
    • (2002) N Engl J Med , vol.346 , Issue.25 , pp. 793
    • Rosenwald1
  • 10
    • 0037137519 scopus 로고    scopus 로고
    • A gene-expression signature as a predictor of survival in breast cancer
    • M.J. van de Vijver, Y.D. He, L.J. van't Veer, H. Dai, AA. Hart, et aI., "A gene-expression signature as a predictor of survival in breast cancer", N Engl J Med, 347:1999-2009, 2002.
    • (2002) N Engl J Med , vol.347 , pp. 1999-2009
    • Van De Vijver, M.J.1    He, Y.D.2    Van'T Veer, L.J.3    Dai, H.4    Hart, A.A.5
  • 12
    • 77957764484 scopus 로고    scopus 로고
    • Iterative local Gaussian clustering for expressed genes identification linked to malignancy of human colorectal carcinoma
    • I. Wasito, S.Z. Hashim and S. Sukmaningrum, "Iterative local Gaussian clustering for expressed genes identification linked to malignancy of human colorectal carcinoma", Bioinformation, 2:175-181, 2007.
    • (2007) Bioinformation , vol.2 , pp. 175-181
    • Wasito, I.1    Hashim, S.Z.2    Sukmaningrum, S.3
  • 13
    • 67650606892 scopus 로고    scopus 로고
    • Adjusted Kaplan-Meier estimator and log-rank test with inverse probability of treatment weighting for survival data
    • J. Xie and C. Liu, "Adjusted Kaplan-Meier estimator and log-rank test with inverse probability of treatment weighting for survival data", Stat Med, 00:1-6, 2000.
    • (2000) Stat Med , pp. 1-6
    • Xie, J.1    Liu, C.2
  • 14
    • 78650285326 scopus 로고    scopus 로고
    • The prognostic value of international prognostic index and MIB-l immunostaining of peripheral lymphoid tissues and bone marrow in patients with high-grade non-Hodgkin's lymphoma
    • M.M. Assem, M.M. EI-Sayed, O.M. Mansour, T.M. ElSergany, F. Salah, R.A Khalifa and N. Hassan, "The Prognostic Value of International Prognostic Index and MIB-l Immunostaining of Peripheral Lymphoid Tissues and Bone Marrow in Patients with High-Grade Non-Hodgkin's Lymphoma", Journal of the Egyptian Nat. Cancer Inst, Vol. 13, No. 3, 2001.
    • (2001) Journal of the Egyptian Nat. Cancer Inst , vol.13 , Issue.3
    • Assem, M.M.1    Ei-Sayed, M.M.2    Mansour, O.M.3    Elsergany, T.M.4    Salah, F.5    Khalifa, R.A.6    Hassan, N.7
  • 15
    • 19344375744 scopus 로고    scopus 로고
    • Semi-supervised methods to predict patient survival from gene expression data
    • E. Bair and R. Tibshirani, "Semi-supervised methods to predict patient survival from gene expression data", PLoS Biology, Vol. 2, No. 4, pp. 511-522, 2004.
    • (2004) PLoS Biology , vol.2 , Issue.4 , pp. 511-522
    • Bair, E.1    Tibshirani, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.