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Volumn 3772 LNCS, Issue , 2005, Pages 295-300

Deriving TF-IDF as a Fisher kernel

Author keywords

[No Author keywords available]

Indexed keywords

DIRICHLET COMPOUND MULTINOMIAL (DCM); INVERSE DOCUMENT FREQUENCY (IDF); TERM FREQUENCY (TF);

EID: 33646725912     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11575832_33     Document Type: Conference Paper
Times cited : (21)

References (9)
  • 1
    • 0037213089 scopus 로고    scopus 로고
    • An information-theoretic perspective of tf-idf measures
    • Akiko Aizawa. An information-theoretic perspective of tf-idf measures. Information Processing and Management, 39(1):45-65, 2003.
    • (2003) Information Processing and Management , vol.39 , Issue.1 , pp. 45-65
    • Aizawa, A.1
  • 4
    • 84898996741 scopus 로고    scopus 로고
    • Learning the similarity of documents: An information-geometric approach to document retrieval and categorization
    • Thomas Hofmann. Learning the similarity of documents: An information-geometric approach to document retrieval and categorization. In Proceedings of NIPS, pages 914-920, 2000.
    • (2000) Proceedings of NIPS , pp. 914-920
    • Hofmann, T.1
  • 5
    • 84898982939 scopus 로고    scopus 로고
    • Exploiting generative models in discriminative classifiers
    • Tommi S. Jaakkola and David Haussler. Exploiting generative models in discriminative classifiers. In Proceedings of NIPS, pages 487-493, 1999.
    • (1999) Proceedings of NIPS , pp. 487-493
    • Jaakkola, T.S.1    Haussler, D.2
  • 7
    • 31844437086 scopus 로고    scopus 로고
    • Modeling word burstiness using the Dirichlet distribution
    • To appear
    • Rasmus E. Madsen, David Kauchak, and Charles Elkan. Modeling word burstiness using the Dirichlet distribution. To appear in Proceedings of ICML, 2005.
    • (2005) Proceedings of ICML
    • Madsen, R.E.1    Kauchak, D.2    Elkan, C.3
  • 9
    • 8844253324 scopus 로고    scopus 로고
    • Understanding inverse document frequency: On theoretical arguments for IDF
    • Stephen Robertson. Understanding inverse document frequency: On theoretical arguments for IDF. Journal of Documentation, 60(5):503-520, 2004.
    • (2004) Journal of Documentation , vol.60 , Issue.5 , pp. 503-520
    • Robertson, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.