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Volumn 2, Issue , 2006, Pages 805-809

An incremental learning algorithm based on support vector domain classifier

Author keywords

Classification; Incremental learning; Support vector domain classifier; Support vector machines

Indexed keywords

BASIC IDEA; CLASSIFICATION; CLASSIFICATION METHODS; EXTRA COMPUTATIONS; INCREMENTAL ALGORITHM; INCREMENTAL LEARNING; LARGE-SCALE PROBLEM; MODEL UPDATING; SUPPORT VECTOR; SUPPORT VECTOR DOMAIN CLASSIFIER; TARGET CONCEPT; TRAINING PROCEDURES; UPDATED MODEL;

EID: 45849102557     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/COGINF.2006.365593     Document Type: Conference Paper
Times cited : (4)

References (10)
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  • 3
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learing with many relevant features
    • Springer, Berlin
    • T. Joachims.: Text categorization with support vector machines: learing with many relevant features, Proceedings of the European Conference on Machine Learning, Springer, Berlin, 1998, pp. 137-142
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    • Joachims, T.1
  • 6
    • 35048852062 scopus 로고    scopus 로고
    • Distance-based selection of potential support vector by kernel matrix
    • LNCS 3173
    • L. Baoqing. Distance-based selection of potential support vector by kernel matrix. In International symposium on Neural Networks 2004, LNCS 3173, pp. 468-473, 2004
    • (2004) International Symposium on Neural Networks 2004 , pp. 468-473
    • Baoqing, L.1
  • 7
    • 0037753593 scopus 로고    scopus 로고
    • Ph D thesis, Delft University of Technology
    • D. Tax.: One-class classification. Ph D thesis, Delft University of Technology, http://www.ph.tn.tudelft.nl/~davidt/thesis.pdf (2001)
    • (2001) One-Class Classification
    • Tax, D.1
  • 8
    • 0013290047 scopus 로고    scopus 로고
    • From incremental learning to model independent instance selection - A support vector machine approach
    • NUS
    • N A Syed, H Liu, K Sung. From incremental learning to model independent instance selection - a support vector machine approach, Technical Report, TRA9/99, NUS, 1999
    • (1999) Technical Report, TRA9/99
    • Syed, N.A.1    Liu, H.2    Sung, K.3
  • 9
    • 28444469083 scopus 로고    scopus 로고
    • Incremental updating method for support vector machine
    • LNCS 3007
    • L Yangguang, C Qi, T yongchuan et al. Incremental updating method for support vector machine, Apweb2004, LNCS 3007, pp. 426-435, 2004.
    • (2004) Apweb 2004 , pp. 426-435
    • Yangguang, L.1    Qi, C.2    Yongchuan, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.