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Volumn 11, Issue 2, 2014, Pages

Social event classification via boosted multimodal supervised Latent Dirichlet Allocation

Author keywords

AdaBoost; Multimodality; Social event classification; Social media; Supervised LDA

Indexed keywords

ADAPTIVE BOOSTING; INFORMATION RETRIEVAL SYSTEMS; ITERATIVE METHODS; SCALES (WEIGHING INSTRUMENTS); SOCIAL NETWORKING (ONLINE); STATISTICS;

EID: 84920938850     PISSN: 15516857     EISSN: 15516865     Source Type: Journal    
DOI: 10.1145/2659521     Document Type: Article
Times cited : (68)

References (49)
  • 6
    • 85161981998 scopus 로고    scopus 로고
    • Supervised topic models
    • David Blei and Jon McAuliffe. 2008. Supervised topic models. In NIPS. 77-84.
    • (2008) NIPS , pp. 77-84
    • Blei, D.1    McAuliffe, J.2
  • 8
    • 67649379006 scopus 로고    scopus 로고
    • An adaptive threshold framework for event detection using HMM-based life profiles
    • 2009
    • Chien Chin Chen, Meng Chang Chen, and Ming-Syan Chen. 2009. An adaptive threshold framework for event detection using HMM-based life profiles. ACM Trans. Inf. Syst. 27, 2(2009), 9:1-9:35.
    • (2009) ACM Trans. Inf. Syst. , vol.27 , Issue.2 , pp. 91-935
    • Chen, C.C.1    Chen, M.C.2    Chen, M.3
  • 17
    • 79957489009 scopus 로고    scopus 로고
    • DiscLDA: Discriminative learning for dimensionality reduction and classification
    • Simon Lacoste-Julien, Fei Sha, and Michael I. Jordan. 2008. DiscLDA: Discriminative learning for dimensionality reduction and classification. In NIPS. 897-904.
    • (2008) NIPS , pp. 897-904
    • Lacoste-Julien, S.1    Sha, F.2    Jordan, M.I.3
  • 19
    • 44649088319 scopus 로고    scopus 로고
    • Trust region Newton method for logistic regression
    • Chih-Jen Lin, Ruby C. Weng, and S. Sathiya Keerthi. 2008. Trust region Newton method for logistic regression. J. Mach. Learn. Res. 9, 627-650.
    • (2008) J. Mach. Learn. Res. , vol.9 , pp. 627-650
    • Lin, C.1    Weng, R.C.2    Keerthi, S.S.3
  • 20
    • 44849138224 scopus 로고    scopus 로고
    • Storyline-based summarization for news topic retrospection
    • Fu-ren Lin and Chia-Hao Liang. 2008. Storyline-based Summarization for News Topic Retrospection. Decis. Support Syst. 45, 473-490.
    • (2008) Decis. Support Syst. , vol.45 , pp. 473-490
    • Lin, F.-R.1    Liang, C.-H.2
  • 23
    • 3843096047 scopus 로고    scopus 로고
    • Simple semantics in topic detection and tracking
    • Juha Makkonen, Helena Ahonen-Myka, and Marko Salmenkivi. 2004. Simple semantics in topic detection and tracking. Inf. Retr. 7, 3-4, 347-368.
    • (2004) Inf. Retr. , vol.7 , Issue.3-4 , pp. 347-368
    • Makkonen, J.1    Ahonen-Myka, H.2    Salmenkivi, M.3
  • 28
    • 57349117605 scopus 로고    scopus 로고
    • Learning to classify short and sparse text & web with hidden topics from large-scale data collections
    • ACM
    • Xuan-Hieu Phan, Le-Minh Nguyen, and Susumu Horiguchi. 2008. Learning to classify short and sparse text & web with hidden topics from large-scale data collections. In Proceedings of the International World Wide Web Conference. ACM, 91-100.
    • (2008) Proceedings of the International World Wide Web Conference , pp. 91-100
    • Phan, X.1    Nguyen, L.2    Horiguchi, S.3
  • 37
    • 84871377922 scopus 로고    scopus 로고
    • Right buddy makes the difference: An early exploration of social relation analysis in multimedia applications
    • Jitao Sang and Changsheng Xu. 2012. Right buddy makes the difference: An early exploration of social relation analysis in multimedia applications. In Proceedings of the ACM Multimedia Conference. 19-28.
    • (2012) Proceedings of the ACM Multimedia Conference , pp. 19-28
    • Sang, J.1    Xu, C.2
  • 42
    • 38349125952 scopus 로고    scopus 로고
    • Multimodal news story clustering with pairwise visual near-duplicate constraint
    • Xiao Wu, Chong-Wah Ngo, and Alexander G. Hauptmann. 2008. Multimodal news story clustering with pairwise visual near-duplicate constraint. IEEE Trans. Multimedia 10, 2, 188-199.
    • (2008) IEEE Trans. Multimedia , vol.10 , Issue.2 , pp. 188-199
    • Wu, X.1    Ngo, C.2    Hauptmann, A.G.3
  • 45
    • 79960160111 scopus 로고    scopus 로고
    • Boosted exemplar learning for action recognition and annotation
    • Tianzhu Zhang, Jing Liu, Si Liu, Changsheng Xu, and Hanqing Lu. 2011. Boosted exemplar learning for action recognition and annotation. IEEE Trans. Circuits Syst. Video Technol. 21, 7, 853-866.
    • (2011) IEEE Trans. Circuits Syst. Video Technol. , vol.21 , Issue.7 , pp. 853-866
    • Zhang, T.1    Liu, J.2    Liu, S.3    Xu, C.4    Lu, H.5
  • 46
    • 84905258215 scopus 로고    scopus 로고
    • Cross-domain multi-event tracking via CO-PMHT
    • Tianzhu Zhang and Changsheng Xu. 2014. Cross-domain multi-event tracking via CO-PMHT. ACM Trans. Multimedia Comput. Commun. Appl. 10, 4, 31:1-31:19.
    • (2014) ACM Trans. Multimedia Comput. Commun. Appl. , vol.10 , Issue.4 , pp. 311-3119
    • Zhang, T.1    Xu, C.2
  • 47
    • 84864121645 scopus 로고    scopus 로고
    • A generic framework for video annotation via semi-supervised learning
    • Tianzhu Zhang, Changsheng Xu, Guangyu Zhu, Si Liu, and Hanqing Lu. 2012. A generic framework for video annotation via semi-supervised learning. IEEE Trans. Multimedia 14, 4, 1206-1219.
    • (2012) IEEE Trans. Multimedia , vol.14 , Issue.4 , pp. 1206-1219
    • Zhang, T.1    Xu, C.2    Zhu, G.3    Liu, S.4    Lu, H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.