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Volumn , Issue , 2012, Pages 876-880

Data integration model for cancer subtype identification using kernel dimensionality reduction-support vector machine (KDR-SVM)

Author keywords

Clinical Data; Data Integration; Kernel Dimensionality Reduction; Kernel Matrix; Microarray data; Support Vector Machine

Indexed keywords

CANCER SUBTYPES; CLINICAL DATA; CLINICAL INFORMATION; DIMENSIONALITY REDUCTION; INTEGRATION MODELS; KERNEL MATRICES; KERNEL-BASED CLASSIFICATION METHODS; MICROARRAY DATA;

EID: 84881143897     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (10)
  • 1
    • 84855961334 scopus 로고    scopus 로고
    • Improved modeling of clinical data with kernel methods
    • A.,Daemen, et. al., "Improved modeling of clinical data with kernel methods ", Artificial Intelligence in Medicine, 54, 2012, pp. 103-114.
    • (2012) Artificial Intelligence in Medicine , vol.54 , pp. 103-114
    • Daemen, A.1
  • 3
    • 84865007997 scopus 로고    scopus 로고
    • Evaluation of data integration strategies based on kernel method of clinical and microarray data
    • A., Noviyanto, andI., Wasito, "Evaluation of data integration strategies based on kernel method of clinical and microarray data ",Bioinformation 8(3), 2012, pp. 147-150.
    • (2012) Bioinformation , vol.8 , Issue.3 , pp. 147-150
    • Noviyanto, A.1    Wasito, I.2
  • 4
    • 0037142053 scopus 로고    scopus 로고
    • The use of molecularprofiling to predictsurvivalafterchemoteraphy for diffuselargeb-cell lymphoma
    • A., Rosenwald, et. aI., 'The use of molecularprofiling to predictsurvivalafterchemoteraphy for diffuselargeb-cell lymphoma " The New England Journal of Medicine, vo1.346, No.25, 2002, pp. 1937-1947.
    • (2002) The New England Journal of Medicine , vol.346 , Issue.25 , pp. 1937-1947
    • Rosenwald, A.1
  • 7
    • 4544371135 scopus 로고    scopus 로고
    • Dimensionality reduction for supervised learning with reproducing kernel Hilbert spaces
    • K., Fukumizu, F. R., Bach, and M. I., Jordan, "Dimensionality reduction for supervised learning with reproducing kernel Hilbert spaces ". Journal of Machine Learning Research, 5, 2004, pp. 73-99.
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 73-99
    • Fukumizu, K.1    Bach, F.R.2    Jordan, M.I.3
  • 8
    • 0034960264 scopus 로고    scopus 로고
    • Missing value estimation methods for DNA microarrays
    • O., Troyanskaya, et.al., "Missing value estimation methods for DNA microarrays ",Bioinformatics, 17(6),2001, pp. 520-525.
    • (2001) Bioinformatics , vol.17 , Issue.6 , pp. 520-525
    • Troyanskaya, O.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.