메뉴 건너뛰기




Volumn , Issue , 2009, Pages

Battlefield target identification based on improved grid-search SVM classifier

Author keywords

Classifier; Grid search; Parameter selection; Support vector machine

Indexed keywords

CLASSIFICATION ACCURACY; GRID-SEARCH; GRID-SEARCH ALGORITHM; IMPROVED BP NEURAL NETWORK CLASSIFIER; K-NEAREST NEIGHBORHOODS; MULTITARGET; OPTIMAL PARAMETER; PARAMETER SELECTION; PENALTY PARAMETERS; PERFORMANCE OF CLASSIFIER; SVM CLASSIFIERS; TARGET IDENTIFICATION;

EID: 77949663906     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISE.2009.5365100     Document Type: Conference Paper
Times cited : (10)

References (8)
  • 2
    • 0036161011 scopus 로고    scopus 로고
    • Choosing multiple parameters for support vector machines
    • O. Chapelle, V. Vapnik, "Choosing multiple parameters for support vector machines," Machine Learning, vol. 46, pp. 131-159, 2002.
    • (2002) Machine Learning , vol.46 , pp. 131-159
    • Chapelle, O.1    Vapnik, V.2
  • 3
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • 7th ed
    • S. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation," IEEE Transaction on Pattern Analysis and Machine Intelligence, 7th ed., vol. 11, pp. 674-693, 1989.
    • (1989) IEEE Transaction on Pattern Analysis and Machine Intelligence , vol.11 , pp. 674-693
    • Mallat, S.1
  • 5
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • 2nd ed
    • C. J. C. Buges, "A tutorial on support vector machines for pattern recognition," Data mining and knowledge discovery, 2nd ed., vol. 2, pp. 121-167, 1998.
    • (1998) Data mining and knowledge discovery , vol.2 , pp. 121-167
    • Buges, C.J.C.1
  • 6
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • 2nd ed
    • Chih-Wei Hsu, Chih-Jen Lin, "A comparison of methods for multiclass support vector machines," IEEE Transactions on Neural Network, 2nd ed., vol. 13, pp. 415-425, 2002.
    • (2002) IEEE Transactions on Neural Network , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 7
    • 58249083168 scopus 로고    scopus 로고
    • Choosing the kernel parameters for support vector machines by the inter-cluster distance in the feature space
    • 5th ed
    • Kuo-Ping Wu, Sheng-De Wang, "Choosing the kernel parameters for support vector machines by the inter-cluster distance in the feature space," Pattern Recognition, 5th ed., vol. 42, pp. 710-717, 2009.
    • (2009) Pattern Recognition , vol.42 , pp. 710-717
    • Wu, K.-P.1    Wang, S.-D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.