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Volumn 37, Issue , 2013, Pages 388-393

Random projection ensemble learning with multiple empirical kernels

Author keywords

Empirical mapping; Ensemble classifier; Multiple kernel learning; Pattern recognition; Random projection

Indexed keywords

CLASSIFICATION PERFORMANCE; COMPUTATIONAL COSTS; EIGEN DECOMPOSITION; ENSEMBLE CLASSIFIERS; ENSEMBLE LEARNING; FEATURE SPACE; KERNEL MAPPING; KERNEL MATRICES; MULTIPLE KERNEL LEARNING; MULTIPLE KERNELS; RANDOM PROJECTIONS; RANDOM SELECTION; TRAINING SETS;

EID: 84870056483     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2012.08.017     Document Type: Article
Times cited : (12)

References (20)
  • 2
    • 33745467619 scopus 로고    scopus 로고
    • An algorithmic theory of learning, robust concepts and random projection
    • R. Arriaga, and S. Vempala An algorithmic theory of learning, robust concepts and random projection Machine Learning 63 2 2006 161 182
    • (2006) Machine Learning , vol.63 , Issue.2 , pp. 161-182
    • Arriaga, R.1    Vempala, S.2
  • 3
    • 33749033927 scopus 로고    scopus 로고
    • Kernels as features: On kernels, margins, and low-dimensional mappings
    • M. Balcan, A. Blum, and S. Vempala Kernels as features: on kernels, margins, and low-dimensional mappings Machine Learning 65 2006 79 94
    • (2006) Machine Learning , vol.65 , pp. 79-94
    • Balcan, M.1    Blum, A.2    Vempala, S.3
  • 5
    • 78649934709 scopus 로고    scopus 로고
    • University of California, School of Information and Computer Cciences, Irvine
    • A. Frank, A. Asuncion, UCI Machine Learning Repository, University of California, School of Information and Computer Cciences, Irvine, 2010. < http://archive.ics.uci.edu/ml >
    • (2010) UCI Machine Learning Repository
    • Frank, A.1    Asuncion, A.2
  • 8
    • 0042842443 scopus 로고    scopus 로고
    • Ho-Kashyap classifier with generalization control
    • J. Łeski Ho-Kashyap classifier with generalization control Pattern Recognition Letters 24 14 2003 2281 2290
    • (2003) Pattern Recognition Letters , vol.24 , Issue.14 , pp. 2281-2290
    • Łeski, J.1
  • 15
    • 33947366930 scopus 로고    scopus 로고
    • Efficient text chunking using linear kernel with masked method
    • Y. Wu, and C. Chang Efficient text chunking using linear kernel with masked method Knowledge-Based Systems 20 3 2007 209 219
    • (2007) Knowledge-Based Systems , vol.20 , Issue.3 , pp. 209-219
    • Wu, Y.1    Chang, C.2
  • 18
    • 30044447599 scopus 로고    scopus 로고
    • Generalized low rank approximation of matrices
    • J. Ye Generalized low rank approximation of matrices Machine Learning 61 1-3 2005 167 191
    • (2005) Machine Learning , vol.61 , Issue.13 , pp. 167-191
    • Ye, J.1
  • 19
    • 84855959327 scopus 로고    scopus 로고
    • PSSP with dynamic weighted kernel fusion based on SVM-PHGS
    • M. Zangooei, and S. Jalili PSSP with dynamic weighted kernel fusion based on SVM-PHGS Knowledge-Based Systems 27 2012 424 442
    • (2012) Knowledge-Based Systems , vol.27 , pp. 424-442
    • Zangooei, M.1    Jalili, S.2
  • 20
    • 67650474083 scopus 로고    scopus 로고
    • Semi-supervised fuzzy clustering: A kernel-based approach
    • H. Zhang, and J. Lu Semi-supervised fuzzy clustering: a kernel-based approach Knowledge-Based Systems 22 6 2009 477 481
    • (2009) Knowledge-Based Systems , vol.22 , Issue.6 , pp. 477-481
    • Zhang, H.1    Lu, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.