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Volumn 122, Issue , 2011, Pages 327-334

Using cooperative clustering to solve multiclass problems

Author keywords

Cooperative Clustering; Multiclass Classification; One VS All; Support Vector Machine

Indexed keywords

CLASSIFICATION ACCURACY; CLASSIFICATION EFFICIENCY; CLUSTER CENTERS; COOPERATIVE CLUSTERING; DATA SETS; MULTI-CLASS CLASSIFICATION; MULTI-CLASS PROBLEMS; ONE-VS-ALL; SUPPORT VECTOR; TRAINING EFFICIENCY;

EID: 84555170702     PISSN: 18675662     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-25664-6_38     Document Type: Conference Paper
Times cited : (4)

References (14)
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    • Hsu, C.-W., Lin, C.-J.: A comparison of methods for multiclass support vector machines. IEEE Trans. Neural Networks 13, 415-425 (2002)
    • (2002) IEEE Trans. Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 3
    • 0029183827 scopus 로고
    • Efficient classification for multiclass problems using modular neural networks
    • Anand, R., Mehrotra, K.G., Mohan, C.K., Ranka, S.: Efficient classification for multiclass problems using modular neural networks. IEEE Trans. Neural Networks 6, 117-124 (1995)
    • (1995) IEEE Trans. Neural Networks , vol.6 , pp. 117-124
    • Anand, R.1    Mehrotra, K.G.2    Mohan, C.K.3    Ranka, S.4
  • 6
    • 0000406788 scopus 로고
    • Solving multiclass learning problems via error-correcting output codes
    • Dietterich, T.G., Bakiri, G.: Solving multiclass learning problems via error-correcting output codes. J. Artificial Intelligence Research 2, 263-286 (1995)
    • (1995) J. Artificial Intelligence Research , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 7
    • 13444293728 scopus 로고    scopus 로고
    • Support vector machines with binary tree architecture for multi-class classification
    • Cheong, S., Oh, S.H., Lee, S.-Y.: Support vector machines with binary tree architecture for multi-class classification. Neural Info. Process.-Lett. Rev. 2, 47-51 (2004)
    • (2004) Neural Info. Process.-Lett. Rev. , vol.2 , pp. 47-51
    • Cheong, S.1    Oh, S.H.2    Lee, S.-Y.3
  • 8
    • 33646495490 scopus 로고    scopus 로고
    • Binary tree of SVM: A new fast multiclass training and classification algorithm
    • Fei, B., Liu, J.: Binary tree of SVM: A new fast multiclass training and classification algorithm. IEEE Trans. Neural Networks 17, 696-704 (2006)
    • (2006) IEEE Trans. Neural Networks , vol.17 , pp. 696-704
    • Fei, B.1    Liu, J.2
  • 14
    • 0004322632 scopus 로고    scopus 로고
    • Sequential minimal optimization: A fast algorithm for training support vector machines. Microsoft Research
    • Platt, J.C.: Sequential minimal optimization: A fast algorithm for training support vector machines. Microsoft Research, Tech. Rep. MSR-TR-98-14 (1998)
    • (1998) Tech. Rep. MSR-TR , pp. 98-14
    • Platt, J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.