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Volumn , Issue , 2010, Pages 301-305

Data imbalance problem in text classification

Author keywords

Class fold; Class size; Data distribution; Imbalanced data; Text classification

Indexed keywords

CLASS FOLD; CLASS SIZE; DATA DISTRIBUTION; IMBALANCED DATA; TEXT CLASSIFICATION;

EID: 78751549019     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISIP.2010.47     Document Type: Conference Paper
Times cited : (44)

References (11)
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    • Yanmin Sun,S.Mohamed,and Kamel,etc.Cost-sensitive boosting for classification of imbalanced data.Pattern Rfecognition,2007,No.40, pp.3358-3378.
    • (2007) Pattern Rfecognition , Issue.40 , pp. 3358-3378
    • Sun, Y.1    Mohamed, S.2    Kamel3
  • 3
    • 33845901018 scopus 로고    scopus 로고
    • Mining Knowledge from Unbalanced Data Based on v-support Vector Machine
    • Enhui Zheng,Hong Xu,Ping Li,etc.Mining Knowledge from Unbalanced Data Based on v-support Vector Machine.Journal of hejiang University (Engineering Science),2006,Vol.40,No.10, pp.1682-1687.
    • (2006) Journal of Hejiang University (Engineering Science) , vol.40 , Issue.10 , pp. 1682-1687
    • Zheng, E.1    Xu, H.2    Li, P.3
  • 8
    • 58049197903 scopus 로고    scopus 로고
    • Text tendency categorization method based on class space model
    • Yanling Li, Guanzhong Dai, and Sen Qin, "Text tendency categorization method based on class space model", Computer Application, 2007,Vol.27, No.9, pp.2194-2196.
    • (2007) Computer Application , vol.27 , Issue.9 , pp. 2194-2196
    • Yanling, L.1    Dai, G.2    Qin, S.3
  • 9
    • 26844510399 scopus 로고    scopus 로고
    • A commparative study on feature selection in Chinese text categorization
    • Liuling Dai,Heyan Huang, and Zhaoxiong Chen, "A commparative study on feature selection in Chinese text categorization", Journal of Chinese Information Processing, 2004, Vol.18,No.1,pp.26-32
    • (2004) Journal of Chinese Information Processing , vol.18 , Issue.1 , pp. 26-32
    • Dai, L.1    Huang, H.2    Chen, Z.3
  • 10
    • 35148872263 scopus 로고    scopus 로고
    • Automatic text categorization feature selection methods research
    • Hailong Zhang ,and Lianzhi Wang, "Automatic text categorization feature selection methods research",Computer Engineering and Design, 2006,Vol.27,No.20, pp.383-3841.
    • (2006) Computer Engineering and Design , vol.27 , Issue.20 , pp. 383-3841
    • Zhang, H.1    Wang, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.