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Volumn 5781 LNAI, Issue PART 1, 2009, Pages 195-210

PLSI: The true Fisher kernel and beyond: IID processes, information matrix and model identification in PLSI

Author keywords

[No Author keywords available]

Indexed keywords

DOCUMENT CLASSIFICATION; DOCUMENT SIMILARITY; FISHER KERNELS; INFORMATION MATRIX; MODEL IDENTIFICATION; PARAMETER SPACES; PROBABILISTIC LATENT SEMANTIC INDEXING;

EID: 70350648690     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04180-8_30     Document Type: Conference Paper
Times cited : (9)

References (29)
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    • The rate adapting Poisson model for information retrieval and object recognition
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  • 8
    • 0002565067 scopus 로고
    • Overview of the fourth Text REtrieval Conference (TREC-4)
    • Harman, D.: Overview of the fourth Text REtrieval Conference (TREC-4). In: Proc. of the 4th Text REtrieval Conf., pp. 1-23 (1995)
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    • Harman, D.1
  • 11
    • 84898996741 scopus 로고    scopus 로고
    • Learning the similarity of documents: An information-geometric approach to document retrieval and categorization
    • Hofmann, T.: Learning the similarity of documents: An information-geometric approach to document retrieval and categorization. In: Advances in Neural Information Processing Systems, vol. 12, pp. 914-920 (2000)
    • (2000) In: Advances in Neural Information Processing Systems , vol.12 , pp. 914-920
    • Hofmann, T.1
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    • 0034818212 scopus 로고    scopus 로고
    • Unsupervised learning by probabilistic latent semantic analysis
    • Hofmann, T.: Unsupervised learning by probabilistic latent semantic analysis. Machine Learning 42(1), 177-196 (2001)
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    • Hofmann, T.1
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    • 84898982939 scopus 로고    scopus 로고
    • Exploiting generative models in discriminative classi-fiers
    • MIT Press, Cambridge
    • Jaakkola, T., Haussler, D.: Exploiting generative models in discriminative classi-fiers. In: Advances in Neural Information Processing Systems, vol. 11, pp. 487-493. MIT Press, Cambridge (1999)
    • (1999) Advances in Neural Information Processing Systems , vol.11 , pp. 487-493
    • Jaakkola, T.1    Haussler, D.2
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    • 0036498205 scopus 로고    scopus 로고
    • A probabilistic framework for the hierarchic organisation and classification of document collections
    • Vinokourov, A., Girolami, M.: A probabilistic framework for the hierarchic organisation and classification of document collections. Journal of Intelligent Information Systems 18(2/3), 153-172 (2002)
    • (2002) Journal of Intelligent Information Systems , vol.18 , Issue.2-3 , pp. 153-172
    • Vinokourov, A.1    Girolami, M.2
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    • 58149265101 scopus 로고    scopus 로고
    • Zhai, C.: Statistical language models for information retrieval a critical review. Found. Trends Inf. Retr. 2(3), 137-213 (2008)
    • Zhai, C.: Statistical language models for information retrieval a critical review. Found. Trends Inf. Retr. 2(3), 137-213 (2008)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.