References

Abbey, R.K., 2015. The statistics of topic modeling. Master Thesis, University of Canterbury, Christchurch, New Zealand.

Asuncion, A., M. Welling, P. Smyth and Y.W. Teh, 2009. On smoothing and inference for topic models. Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence (UAI'09), June 18-21, 2009, AUAI Press, Montreal, Quebec, Canada, ISBN:978-0-9749039-5-8, pp: 27-34.

Blei, D.M. and J.D. Lafferty, 2007. A correlated topic model of science. Ann. Appl. Stat., 1: 17-35.
Direct Link  |  

Blei, D.M., 2011. Introduction to probabilistic topic models. Commun. ACM., 1: 1-16.
Direct Link  |  

Blei, D.M., A.Y. Ng and M.I. Jordan, 2003. Latent dirichlet allocation. J. Mach. Learn. Res., 3: 993-1022.
Direct Link  |  

Chong, W., D. Blei and F.F. Li, 2009. Simultaneous image classification and annotation. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition CVPR 2009, June 20-25, 2009, IEEE, Miami, Florida, ISBN:978-1-4244-3992-8, pp: 1903-1910.

Clinchant, S., J. Ah-Pine and G. Csurka, 2011. Semantic combination of textual and visual information in multimedia retrieval. Proceedings of the 1st ACM International Conference on Multimedia Retrieval (ICMR'11), April 18-20, 2011, ACM, Trento, Italy, ISBN:978-1-4503-0336-1, pp: 44-1-44-8.

Cobos, C., H. Munoz-Collazos, R. Urbano-Munoz, M. Mendoza and E. Leon et al., 2014. Clustering of web search results based on the cuckoo search algorithm and balanced Bayesian information criterion. Inf. Sci., 281: 248-264.
Direct Link  |  

Darling, W.M., 2011. A theoretical and practical implementation tutorial on topic modeling and gibbs sampling. Proceedings of the Conference on 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies Vol. 1, June 19-24, 2011, University of Guelph, Guelph, Ontario, SBN 978-1-932432-87-9, pp: 1-10.

Egozi, O., S. Markovitch and E. Gabrilovich, 2011. Concept-based information retrieval using explicit semantic analysis. ACM. Trans. Inf. Syst., 29: 8-1-8-34.
CrossRef  |  Direct Link  |  

Gong, Y., Q. Ke, M. Isard and S. Lazebnik, 2014. A multi-view embedding space for modeling internet images, tags and their semantics. Intl. J. Comput. Vision, 106: 210-233.
Direct Link  |  

Griffiths, T.L., M. Steyvers and J.B. Tenenbaum, 2007. Topics in semantic representation. Psychol. Rev., 114: 211-244.
Direct Link  |  

Grubinger, M., 2007. Analysis and evaluation of visual information systems performance. Ph.D Thesis, Victoria University, Wellington, New Zealand.

Kumar, K.V., R.R. Rao, V.S. Ramaiah and J.R. Kaka, 2012. Content based image retrieval system consume semantic gap. Intl. J. Comput. Sci. Inf. Technol., 3: 5231-5235.
Direct Link  |  

Kumari, M., A. Jain and A. Bhatia, 2016. Synonyms based term weighting scheme: An extension to TF.IDF. Procedia Comput. Sci., 89: 555-561.
Direct Link  |  

Miller, G.A., R. Beckwith, C. Fellbaum, D. Gross and M. Katherine, 1993. Introduction to wordnet: An on-line lexical database. Intl. J. Lexicography, 3: 1-86.
Direct Link  |  

Nair, G., 2016. Text mining 101 topic modeling. KDnuggets, Brookline, Massachusetts. https://www.kdnuggets.com/2016/07/text-mining-101-topic-modeling.html.

Patwardhan, S., S. Banerjee and T. Pedersen, 2007. UMND1: Unsupervised word sense disambiguation using contextual semantic relatedness. Proceedings of the 4th International Workshop on Semantic Evaluations (SemEval'07), June 23-24, 2007, Association for Computational Linguistics, Prague, Czech Republic, pp: 390-393.

Rasiwasia, N., C.J. Pereira, E. Coviello, G. Doyle and G.R. Lanckriet, 2010. A new approach to cross-modal multimedia retrieval. Proceedings of the 18th ACM International Conference on Multimedia (MM'10), October 25-29, 2010, ACM, Firenze, Italy, ISBN:978-1-60558-933-6, pp: 251-260.

Singh, C. and K.P. Kaur, 2016. A fast and efficient image retrieval system based on color and texture features. J. Visual Commun. Image Represent., 41: 225-238.
CrossRef  |  Direct Link  |