Analysis of a Vector Space Model, Latent Semantic Indexing and Formal Concept Analysis for Information Retrieval

1. Ahmad, I. S. Text-Based Image Indexing and Retrieval using Formal Concept Analysis. - KSII Transactions on Internet and Information Systems, Vol. 2, 2008, No 3, 150-170.10.3837/tiis.2008.03.002Search in Google Scholar

2. Kumar, A. C., S. Srinivas. Latent Semantic Indexing Using Eigen Value Analysis for Efficient Information Retrieval. - International Journal of Applied Mathematics and Computer Science, Vol. 16, 2006, No 4, 551-558.Search in Google Scholar

3. Kumar, A. C., S. Srinivas. Concept Lattice Reduction Using Fuzzy k Means Clustering. - Expert Systems with Applications, Vol. 37, 2010, No 3, 2696-2704.10.1016/j.eswa.2009.09.026Search in Google Scholar

4. Kumar, A. C., S. Srinivas. Mining Associations in Health Care Data Using Formal Concept Analysis and Singular Value Decomposition. - Journal of Biological Systems, Vol. 18, 2010, No 4, 787-807.10.1142/S0218339010003512Search in Google Scholar

5. Kumar, A. C., S. Srinivas. On the Performance of Latent Semantic Indexing Based Information Retrieval. - Journal of Computing and Information Technology, Vol. 17, 2009, No 3, 259-264.10.2498/cit.1001268Search in Google Scholar

6. Kumar, A. C., S. Srinivas. A Note on the Effect of Term Weighting on Selecting Intrinsic Dimensionality of Data. - Cybernetics and Information Technologies, Vol. 9, 2009, No 1, 5-12.Search in Google Scholar

7. Kumar, A. C. Fuzzy Clustering Based Formal Concept Analysis for Association Rules Mining. - Applied Artificial Intelligence, 2012.10.1080/08839514.2012.648457Search in Google Scholar

8. Kumar, A. C. Knowledge Discovery in Data Using Formal Concept Analysis and Random Projections. - International Journal of Applied Mathematics and Computer Science, Vol. 21, 2011, No 4, 745-756.10.2478/v10006-011-0059-1Search in Google Scholar

9. Kumar, A. C. Analysis of Unsupervised Dimensionality Reduction Techniques. - Computer Science and Information Systems, Vol. 6, 2009, No 2, 217-227.10.2298/CSIS0902217KSearch in Google Scholar

10. Kumar, A. C., S. Srinivas. A Note on Weighted Fuzzy k-Means Clustering for Concept Decomposition. - Cybernetics and Systems, Vol. 41, 2010, No 6, 455-467.10.1080/01969722.2010.500861Search in Google Scholar

11. Becker, P., P. Eklund. Prospectus for Document Retrieval Using Formal Concept Analysis. - In: Proceedings of 6th Australasian Document Computing Symposium, 2001.Search in Google Scholar

12. Berry, M. W. et al. Matrices, Vector Spaces, and Information Retrieval. - SIAM Review, Vol. 41, 1999, No 2, 335-362.10.1137/S0036144598347035Search in Google Scholar

13. Carpineto, C., G. Romano. Concept Data Analysis: Theory and Applications. John Wiley and Sons, 2004.10.1002/0470011297Search in Google Scholar

14. Carpineto, C., G. Romano. Using Concept Lattices for Text Retrieval and Mining. Formal Concept Analysis: Foundations and applications, LNCS 3626, 2005, 161-179.10.1007/11528784_9Search in Google Scholar

15. Codocedo, V., C. Taramasco, H. Astudillo. Cheating to Achieve Formal Concept Analysis over a Large Formal Context. - In: Proceedings of the Concept Lattices and Their Applications, 2011, 349-362.Search in Google Scholar

16. Deerwester, S., S. Dumais, G. Furnas, T. Landauer, R. Harshman. Indexing by Latent Semantic Analysis. - Journal of American Society for Information Science, Vol. 41, 1990, No 6, 391-407.10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9Search in Google Scholar

17. Diaz-Agudo, B., P. A. Gonzalez-Calero. Formal Concept Analysis as a Support Technique for CBR. - Knowledge Based Systems, Vol. 14, 2004, 163-171.10.1016/S0950-7051(01)00093-4Search in Google Scholar

18. Dominich, S. The Modern Algebra of Information Retrieval. Springer, 2008.Search in Google Scholar

19. Eklund, P., P. Goodall, T. Wray. Information Retrieval and Social Tagging for Digital Libraries using Formal Concept Analysis. - In: Proceedings of International Conference on Computing and Communication Technologies, Research, Innovation, and Vision for the Future, 2010, 1-6.10.1109/RIVF.2010.5633402Search in Google Scholar

20. Evangelopoulos, N., Z. Zhang, V. R. Prybutok. Latent Semantic Analysis: Five Methodological Recommendations. - European Journal of Information Systems, Vol. 21, 2012, 70-86.10.1057/ejis.2010.61Search in Google Scholar

21. Formica, A. Semantic Web Search Based on Rough Sets and Formal Concept Analysis. Knowledge Based Systems, 2011.10.1016/j.knosys.2011.06.018Search in Google Scholar

22. Ganter, B., R. Wille. Formal Concept Analysis: Mathematical Foundations. Berlin, Springer, 1999.10.1007/978-3-642-59830-2Search in Google Scholar

23. Hossain, M. M., V. Prybutok, N. Evangelopoulos. Casual Latent Semantic Analysis: An Illustration. - International Business Research, Vol. 4, 2011, No 2, 38-50.10.5539/ibr.v4n2p38Search in Google Scholar

24. Nizar, M., M. D. Devignes, A. Napoli, M. Smail-Tabbone. BR-Explorer: An FCA Based Algorithm for Information Retrieval. - In: Proceedings of 4th International Conference on Concept Lattices and Their Applications, 2006, 285-290.Search in Google Scholar

25. Poshyvanyk, D., A. Marcus. Combining Formal Concept Analysis with Information Retrieval for Concept Location in Source Code. - In: Proceedings of the 15th IEEE International Conference on Program Comprehension, 2007, 37-48.10.1109/ICPC.2007.13Search in Google Scholar

26. Poshyvanyk, D., M. Gethers, A. Marcus. Concept Location using Formal Concept Analysis and Information Retrieval. ACM Transactions on Software Engineering and Methodology, 2012 (to appear).10.1145/2377656.2377660Search in Google Scholar

27. Priss, U. Formal Concept Analysis in Information Science. - Annual Review of Information Science and Technology, Vol. 40, 2007, 521-543.10.1002/aris.1440400120Search in Google Scholar

28. Priss, U. Lattice Based Information Retrieval. - Knowledge Organization, Vol. 27, 2000, No 3, 132-142.Search in Google Scholar

29. Rajapakse, R. K., M. Denham. Text Retrieval with More Realistic Concept Matching and Reinforcement Learning. - Information Processing and Management, Vol. 42, 2006, 1260-1275.10.1016/j.ipm.2005.12.005Search in Google Scholar

30. Snasel, V., P. Gajdos, M. D. A. Hussam, M. Polovincak. Using Matrix Decompositions in Formal Concept Analysis. - In: Proceedings of 10th International Conference on Information System Implementation & Modeling, 2007, 121-128.Search in Google Scholar

31. Srinivas, S., A. C. Kumar. Optimizing Heuristics in Latent Semantic Indexing for Effective Information Retrieval. - Journal of Information and Knowledge Management, Vol. 5, 2006, No 2, 97-105.10.1142/S0219649206001359Search in Google Scholar

32. Stumme, G. Formal Concept Analysis. Handbook of Ontologies. Springer, 2009, 177-199.10.1007/978-3-540-92673-3_8Search in Google Scholar

33. Wang, Q., J. Hu, H. Li, N. Craswell. Regularized Latent Semantic Indexing. - In: Proceedings of the 34th ACM SIGIR Conference on Research and Development in Information Retrieval, 2011, 685-694.10.1145/2009916.2010008Search in Google Scholar

34. Yassine, D. Extended Galois Derivation Operators for Information Retrieval Based on Fuzzy Formal Concept Lattice. - In: Proceedings of Scalable Uncertainty Management, LNAI 6929, 2011, 346-358.10.1007/978-3-642-23963-2_27Search in Google Scholar

35. Yates, R. B., B. R. Neto. Modern Information Retrieval. New Delhi, Pearson Education, 2004.Search in Google Scholar