메뉴 건너뛰기




Volumn 7523 LNAI, Issue PART 1, 2012, Pages 159-174

Sentiment classification with supervised sequence embedding

Author keywords

Large Scale Text Mining; Sentiment Classification; Supervised Embedding; Supervised Feature Learning

Indexed keywords

BAG OF WORDS; COMPARATIVE EVALUATIONS; END-TO-END SYSTEMS; FEATURE LEARNING; LARGE-SCALE DATASETS; N-GRAMS; PARAMETER SPACES; PRE-PROCESSING; SENTIMENT CLASSIFICATION; SUPERVISED EMBEDDING; TEXT MINING;

EID: 84866865051     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33460-3_16     Document Type: Conference Paper
Times cited : (18)

References (34)
  • 6
    • 58149496207 scopus 로고    scopus 로고
    • A hidden markov model-based text classification of medical documents
    • Yi, K., Beheshti, J.: A hidden markov model-based text classification of medical documents. J. Inf. Sci. 35, 67-81 (2009)
    • (2009) J. Inf. Sci. , vol.35 , pp. 67-81
    • Yi, K.1    Beheshti, J.2
  • 7
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using em
    • Nigam, K., McCallum, A.K., Thrun, S., Mitchell, T.: Text classification from labeled and unlabeled documents using em. Mach. Learn. 39, 103-134 (2000)
    • (2000) Mach. Learn. , vol.39 , pp. 103-134
    • Nigam, K.1    McCallum, A.K.2    Thrun, S.3    Mitchell, T.4
  • 12
    • 70350594582 scopus 로고    scopus 로고
    • A General Framework of Feature Selection for Text Categorization
    • Perner, P. (ed.) MLDM 2009. Springer, Heidelberg
    • Jing, H., Wang, B., Yang, Y., Xu, Y.: A General Framework of Feature Selection for Text Categorization. In: Perner, P. (ed.) MLDM 2009. LNCS, vol. 5632, pp. 647-662. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5632 , pp. 647-662
    • Jing, H.1    Wang, B.2    Yang, Y.3    Xu, Y.4
  • 13
    • 33947180792 scopus 로고    scopus 로고
    • Stochastic Learning
    • Bousquet, O., von Luxburg, U., Rätsch, G. (eds.) Machine Learning 2003. Springer, Heidelberg
    • Bottou, L.: Stochastic Learning. In: Bousquet, O., von Luxburg, U., Rätsch, G. (eds.) Machine Learning 2003. LNCS (LNAI), vol. 3176, pp. 146-168. Springer, Heidelberg (2004)
    • (2004) LNCS (LNAI) , vol.3176 , pp. 146-168
    • Bottou, L.1
  • 14
    • 74549177601 scopus 로고    scopus 로고
    • The probabilistic relevance framework: Bm25 and beyond
    • Robertson, S., Zaragoza, H.: The probabilistic relevance framework: Bm25 and beyond. Found. Trends Inf. Retr. 3, 333-389 (2009)
    • (2009) Found. Trends Inf. Retr. , vol.3 , pp. 333-389
    • Robertson, S.1    Zaragoza, H.2
  • 16
    • 35748959957 scopus 로고    scopus 로고
    • The locally weighted bag of words framework for document representation
    • Lebanon, G.,Mao, Y., Dillon, J.: The locally weighted bag of words framework for document representation. J. Mach. Learn. Res. 8, 2405-2441 (2007)
    • (2007) J. Mach. Learn. Res. , vol.8 , pp. 2405-2441
    • Lebanon, G.1    Mao, Y.2    Dillon, J.3
  • 17
    • 84899022736 scopus 로고    scopus 로고
    • Large scale online learning
    • MIT Press
    • Bottou, L.E., Cun, Y.L.: Large scale online learning. In: NIPS 2003. MIT Press (2004)
    • (2004) NIPS 2003
    • Bottou, L.E.1    Cun, Y.L.2
  • 22
    • 77955654853 scopus 로고    scopus 로고
    • Large scale image annotation: Learning to rank with joint word-image embeddings
    • Weston, J., Bengio, S., Usunier, N.: Large scale image annotation: learning to rank with joint word-image embeddings. Machine learning 81(1), 21-35 (2010)
    • (2010) Machine Learning , vol.81 , Issue.1 , pp. 21-35
    • Weston, J.1    Bengio, S.2    Usunier, N.3
  • 27
    • 34547997987 scopus 로고    scopus 로고
    • Hierarchical probabilistic neural network language model
    • Morin, F.: Hierarchical probabilistic neural network language model. In: AISTATS 2005, pp. 246-252 (2005)
    • (2005) AISTATS 2005 , pp. 246-252
    • Morin, F.1
  • 28
    • 85156187897 scopus 로고    scopus 로고
    • Mismatch string kernels for SVM protein classification
    • Leslie, C.S., Eskin, E., Weston, J., Noble, W.S.: Mismatch string kernels for SVM protein classification. In: NIPS, pp. 1417-1424 (2002)
    • (2002) NIPS , pp. 1417-1424
    • Leslie, C.S.1    Eskin, E.2    Weston, J.3    Noble, W.S.4
  • 29
    • 25144481906 scopus 로고    scopus 로고
    • Semi-supervised protein classification using cluster kernels
    • Weston, J., Leslie, C., Ie, E., Zhou, D., Elisseeff, A., Noble, W.S.: Semi-supervised protein classification using cluster kernels. Bioinformatics 21(15), 3241-3247 (2005)
    • (2005) Bioinformatics , vol.21 , Issue.15 , pp. 3241-3247
    • Weston, J.1    Leslie, C.2    Ie, E.3    Zhou, D.4    Elisseeff, A.5    Noble, W.S.6
  • 31
    • 48449092946 scopus 로고    scopus 로고
    • Biographies, bollywood, boomboxes and blenders: Domain adaptation for sentiment classification
    • Blitzer, J., Dredze, M., Pereira, F.: Biographies, bollywood, boomboxes and blenders: Domain adaptation for sentiment classification. In: ACL, pp. 187-205 (2007)
    • (2007) ACL , pp. 187-205
    • Blitzer, J.1    Dredze, M.2    Pereira, F.3
  • 33
    • 84945243702 scopus 로고    scopus 로고
    • Evaluation of Techniques for Classifying Biological Sequences
    • Chen, M.-S., Yu, P.S., Liu, B. (eds.) PAKDD 2002. Springer, Heidelberg
    • Deshpande,M., Karypis, G.: Evaluation of Techniques for Classifying Biological Sequences. In: Chen, M.-S., Yu, P.S., Liu, B. (eds.) PAKDD 2002. LNCS (LNAI), vol. 2336, pp. 417-431. Springer, Heidelberg (2002)
    • (2002) LNCS (LNAI) , vol.2336 , pp. 417-431
    • Deshpande, M.1    Karypis, G.2
  • 34
    • 67650085298 scopus 로고    scopus 로고
    • Distinguishing humans from robots in web search logs: Preliminary results using query rates and intervals
    • ACM, New York
    • Duskin, O., Feitelson, D.G.: Distinguishing humans from robots in web search logs: preliminary results using query rates and intervals. In: Proceedings of the 2009 Workshop on Web Search Click Data. WSCD 2009, pp. 15-19. ACM, New York (2009)
    • (2009) Proceedings of the 2009 Workshop on Web Search Click Data. WSCD 2009 , pp. 15-19
    • Duskin, O.1    Feitelson, D.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.