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Volumn 1, Issue , 2016, Pages 86-94

Revisiting semi-supervised learning with graph embeddings

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BENCHMARKING; CLASSIFICATION (OF INFORMATION); LEARNING ALGORITHMS; LEARNING SYSTEMS; TEXT PROCESSING;

EID: 84997706245     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (634)

References (24)
  • 1
    • 33750729556 scopus 로고    scopus 로고
    • Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
    • Belkin, Mikhail, Niyogi, Partha, and Sindhwani, Vikas. Manifold regularization: A geometric framework for learning from labeled and unlabeled examples. JMLR, 7:2399-2434, 2006.
    • (2006) JMLR , vol.7 , pp. 2399-2434
    • Belkin, M.1    Niyogi, P.2    Sindhwani, V.3
  • 2
    • 84959907698 scopus 로고    scopus 로고
    • Improving distant supervision for information extraction using label propagation through lists
    • Bing, Lidong, Chaudhari, Sneha, Wang, Richard C, and Cohen, William W. Improving distant supervision for information extraction using label propagation through lists. In EMNLP, 2015.
    • (2015) EMNLP
    • Bing, L.1    Chaudhari, S.2    Wang, R.C.3    Cohen, W.W.4
  • 3
    • 84899013802 scopus 로고    scopus 로고
    • Translating embeddings for modeling multi-relational data
    • Bordes, Antoine, Usunier, Nicolas, Garcia-Duran, Alberto, Weston, Jason, and Yakhnenko, Oksana. Translating embeddings for modeling multi-relational data. In NIPS, pp. 2787-2795, 2013.
    • (2013) NIPS , pp. 2787-2795
    • Bordes, A.1    Usunier, N.2    Garcia-Duran, A.3    Weston, J.4    Yakhnenko, O.5
  • 4
    • 84904136037 scopus 로고    scopus 로고
    • Large-scale machine learning with stochastic gradient descent
    • Springer
    • Bottou, Léon. Large-scale machine learning with stochastic gradient descent. In COMPSTAT, pp. 177-186. Springer, 2010.
    • (2010) COMPSTAT , pp. 177-186
    • Bottou, L.1
  • 7
    • 84964318658 scopus 로고    scopus 로고
    • Hierarchical semisupervised classification with incomplete class hierarchies
    • Dalvi, Bhavana and Cohen, William W. Hierarchical semisupervised classification with incomplete class hierarchies. In WSDM, 2016.
    • (2016) WSDM
    • Dalvi, B.1    Cohen, W.W.2
  • 10
    • 0001938951 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • Joachims, Thorsten. Transductive inference for text classification using support vector machines. In ICML, volume 99, pp. 200-209, 1999.
    • (1999) ICML , vol.99 , pp. 200-209
    • Joachims, T.1
  • 11
    • 84898956512 scopus 로고    scopus 로고
    • Distributed representations of words and phrases and their compositionality
    • Mikolov, Tomas, Sutskever, Ilya, Chen, Kai, Corrado, Greg S, and Dean, Jeff. Distributed representations of words and phrases and their compositionality. In NIPS, pp. 3111-3119, 2013.
    • (2013) NIPS , pp. 3111-3119
    • Mikolov, T.1    Sutskever, I.2    Chen, K.3    Corrado, G.S.4    Dean, J.5
  • 12
    • 84961289992 scopus 로고    scopus 로고
    • Glove: Global vectors for word representation
    • Pennington, Jeffrey, Socher, Richard, and Manning, Christopher D. Glove: Global vectors for word representation. EMNLP, 12:1532-1543, 2014.
    • (2014) EMNLP , vol.12 , pp. 1532-1543
    • Pennington, J.1    Socher, R.2    Manning, C.D.3
  • 13
    • 84907031476 scopus 로고    scopus 로고
    • Deepwalk: Online learning of social representations
    • Perozzi, Bryan, Al-Rfou, Rami, and Skiena, Steven. Deepwalk: Online learning of social representations. In KDD, pp. 701-710, 2014.
    • (2014) KDD , pp. 701-710
    • Perozzi, B.1    Al-Rfou, R.2    Skiena, S.3
  • 15
    • 0031495186 scopus 로고    scopus 로고
    • Estimation and prediction for stochastic blockmodels for graphs with latent block structure
    • Snijders, Tom AB and Nowicki, Krzysztof. Estimation and prediction for stochastic blockmodels for graphs with latent block structure. Journal of classification, 14(1):75-100, 1997.
    • (1997) Journal of Classification , vol.14 , Issue.1 , pp. 75-100
    • Snijders, T.A.B.1    Nowicki, K.2
  • 17
    • 84968754224 scopus 로고    scopus 로고
    • Line: Large-scale information network embedding
    • Tang, Jian, Qu, Meng, Wang, Mingzhe, Zhang, Ming, Yan, Jun, and Mei, Qiaozhu. Line: Large-scale information network embedding. In WWW, pp. 1067-1077, 2015.
    • (2015) WWW , pp. 1067-1077
    • Tang, J.1    Qu, M.2    Wang, M.3    Zhang, M.4    Yan, J.5    Mei, Q.6
  • 18
    • 84908218622 scopus 로고    scopus 로고
    • Learning deep representations for graph clustering
    • Tian, Fei, Gao, Bin, Cui, Qing, Chen, Enhong, and Liu, Tie-Yan. Learning deep representations for graph clustering. In AAAI, pp. 1293-1299, 2014.
    • (2014) AAAI , pp. 1293-1299
    • Tian, F.1    Gao, B.2    Cui, Q.3    Chen, E.4    Liu, T.-Y.5
  • 19
    • 57249084011 scopus 로고    scopus 로고
    • Visualizing data using t-sne
    • Van der Maaten, Laurens and Hinton, Geoffrey. Visualizing data using t-sne. JMLR, 9(2579-2605):85, 2008.
    • (2008) JMLR , vol.9 , Issue.2579-2605 , pp. 85
    • Van Der Maaten, L.1    Hinton, G.2
  • 21
    • 84889610201 scopus 로고    scopus 로고
    • Pidgin: Ontology alignment using web text as interlingua
    • Wijaya, Deny, Talukdar, Partha Pratim, and Mitchell, Tom. Pidgin: ontology alignment using web text as interlingua. In CIKM, pp. 589-598, 2013.
    • (2013) CIKM , pp. 589-598
    • Wijaya, D.1    Talukdar, P.P.2    Mitchell, T.3
  • 23
    • 84899006908 scopus 로고    scopus 로고
    • Learning with local and global consistency
    • Zhou, Dengyong, Bousquet, Olivier, Lai, Thomas Navin, Weston, Jason, and Schölkopf, Bernhard. Learning with local and global consistency. NIPS, 16(16):321-328, 2004.
    • (2004) NIPS , vol.16 , Issue.16 , pp. 321-328
    • Zhou, D.1    Bousquet, O.2    Lai, T.N.3    Weston, J.4    Schölkopf, B.5
  • 24
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using Gaussian fields and harmonic functions
    • Zhu, Xiaojin, Ghahramani, Zoubin, Lafferty, John, et al. Semi-supervised learning using gaussian fields and harmonic functions. In ICML, volume 3, pp. 912-919, 2003.
    • (2003) ICML , vol.3 , pp. 912-919
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.