메뉴 건너뛰기




Volumn , Issue , 2016, Pages 1777-1780

Feature selection in text classification;Metin Siniflandirmada Öznitelik Seçimi

Author keywords

feature selection; term weighting; text classification

Indexed keywords

ARTIFICIAL INTELLIGENCE; FEATURE EXTRACTION; LEARNING SYSTEMS; OPTIMIZATION; SIGNAL PROCESSING; TEXT PROCESSING;

EID: 84982792161     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SIU.2016.7496105     Document Type: Conference Paper
Times cited : (3)

References (19)
  • 6
    • 73949131655 scopus 로고    scopus 로고
    • LDA-based keyword selection in text categorization
    • Tasci, S.;Gungor, T., "LDA-based keyword selection in text categorization, ", Computer and Information Sciences, pp. 230-235, 2009.
    • (2009) Computer and Information Sciences , pp. 230-235
    • Tasci, S.1    Gungor, T.2
  • 7
    • 58449090949 scopus 로고    scopus 로고
    • An evaluation of existing and new feature selection metrics in text categorization
    • Tasci, S.;Gungor, T., "An evaluation of existing and new feature selection metrics in text categorization, ", Computer and Information Sciences, pp. 1-6, 2008.
    • (2008) Computer and Information Sciences , pp. 1-6
    • Tasci, S.1    Gungor, T.2
  • 8
    • 84885055365 scopus 로고    scopus 로고
    • Comparison of text feature selection policies and using an adaptive framework
    • Tasci, S.;Gungor, T., "Comparison of text feature selection policies and using an adaptive framework", Expert Systems with Applications, vol. 40, pp. 4871-4886, 2013.
    • (2013) Expert Systems with Applications , vol.40 , pp. 4871-4886
    • Tasci, S.1    Gungor, T.2
  • 9
    • 58349094495 scopus 로고    scopus 로고
    • Feature selection with a measure of deviations from Poisson in text categorization
    • Ogura, H.;Amano H.; Kondo M., "Feature selection with a measure of deviations from Poisson in text categorization", Expert Systems with Applications, vol. 36, pp. 6826-6832, 2009.
    • (2009) Expert Systems with Applications , vol.36 , pp. 6826-6832
    • Ogura, H.1    Amano, H.2    Kondo, M.3
  • 10
    • 70449522157 scopus 로고    scopus 로고
    • Distinctive characteristics of a metricusing deviations from Poisson for feature selection
    • Ogura, H.;Amano H.; Kondo M., "Distinctive characteristics of a metricusing deviations from Poisson for feature selection", Expert Systems with Applications, vol. 37, pp. 2273-2281, 2010.
    • (2010) Expert Systems with Applications , vol.37 , pp. 2273-2281
    • Ogura, H.1    Amano, H.2    Kondo, M.3
  • 11
    • 79151483445 scopus 로고    scopus 로고
    • Comparison of metrics for feature selection in imbalanced text classification
    • Ogura, H.;Amano H.; Kondo M., "Comparison of metrics for feature selection in imbalanced text classification", Expert Systems with Applications, vol. 38, pp. 4978-4989, 2011.
    • (2011) Expert Systems with Applications , vol.38 , pp. 4978-4989
    • Ogura, H.1    Amano, H.2    Kondo, M.3
  • 13
    • 84896987950 scopus 로고    scopus 로고
    • T-Test feature selection approach based on term frequency for text categorization
    • Wang, D.;Zhang, H.; Lui, R.; Lv, W.; Wang, D., "t-Test feature selection approach based on term frequency for text categorization", Pattern Recognition Letters, vol. 45, pp. 1-10, 2014.
    • (2014) Pattern Recognition Letters , vol.45 , pp. 1-10
    • Wang, D.1    Zhang, H.2    Lui, R.3    Lv, W.4    Wang, D.5
  • 14
    • 84929519537 scopus 로고    scopus 로고
    • A discriminative and semantic feature selection method for text categorization
    • Zong, W.;Wu, F.; Chu, L. K.;Sculli, D., "A discriminative and semantic feature selection method for text categorization", International Journal of Production Economics, vol. 165, pp. 215-222, 2015.
    • (2015) International Journal of Production Economics , vol.165 , pp. 215-222
    • Zong, W.1    Wu, F.2    Chu, L.K.3    Sculli, D.4
  • 15
    • 62249199807 scopus 로고    scopus 로고
    • Supervised and Traditional Term Weighting Methods for Automatic Text Categorization
    • Lan, M.; Tan, C. L.; Jian, S.; Yue, L., "Supervised and Traditional Term Weighting Methods for Automatic Text Categorization", Pattern Analysis and Machine Intelligence, vol. 31, pp. 721-735, 2009.
    • (2009) Pattern Analysis and Machine Intelligence , vol.31 , pp. 721-735
    • Lan, M.1    Tan, C.L.2    Jian, S.3    Yue, L.4
  • 17
    • 84982827968 scopus 로고    scopus 로고
    • Son Eriim Ocak 2016
    • http: //tartarus. org/martin/PorterStemmer/ Son Eriim Ocak 2016.
  • 18
    • 8844259729 scopus 로고    scopus 로고
    • A statistical interpretation of term specificity and its application in retrieval
    • Jones, K. S., "A statistical interpretation of term specificity and its application in retrieval", Journal of Documentation, vol. 60, pp. 493-502, 2004.
    • (2004) Journal of Documentation , vol.60 , pp. 493-502
    • Jones, K.S.1
  • 19
    • 84982826834 scopus 로고    scopus 로고
    • Son Eriim Mart 2016
    • http: //www. cs. waikato. Ac. nz/ml/weka/ Son Eriim Mart 2016.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.