Knowledge discovery in data using formal concept analysis and random projections
By: Cherukuri Kumar
Open Access
|Dec 2011References
- Achilioptas, D. (2003). Database friendly random projections: Johnson-Lindenstrauss with binary coins,(4): 671-687.
- Aswani Kumar, Ch. (2009). Analysis of unsupervised dimensionality reductions,(2): 217-227.
- Aswani Kumar, Ch. (2010). Random projections for concept lattice reduction,, pp. 1-11.
- Aswani Kumar, Ch. (2011). Reducing data dimensionality using random projections and fuzzy-means clustering,(3): 353-365.
- Aswani Kumar, Ch. and Srinivas, S. (2006). Latent semantic indexing using eigenvalue analysis for efficient information retrieval,(4): 551-558.
- Aswani Kumar, Ch. and Srinivas, S. (2010a). Concept lattice reduction using fuzzy-means clustering,(1): 2696-2704.
- Aswani Kumar, Ch. and Srinivas, S. (2010b). Mining associations in health care data using formal concept analysis and singular value decomposition,(4): 787-807.
- Aswani Kumar, Ch. and Srinivas, S. (2010c). A note on weighted fuzzy k-means clustering for concept decomposition,(6): 455-467.
- Belohlavek, R. and Vychodil, V. (2009). Formal concept analysis with background knowledge: Attribute priorities,(4): 399-409.
- Belohlavek, R. and Vychodil, V. (2010). Discovery of optimal factors in binary data via a novel method of matrix decomposition,(1): 3-20.
- Bingham, E. and Mannila, H. (2001). Random projections in dimensionality reduction,, pp. 245-250.
- Carpineto, C. and Romano, G. (2004)., John Wiley, Chichester.
- Divya, R., Aswani Kumar, Ch., Saijanani, S., and Priyadharshini, M. (2011). Deceiving communication links on an organization email corpus,(1): 17-33.
- Elloumi, S., Jaam, J., Hasnah, A., Jaoua, A., and Nafkha, I. (2004). A multi-level conceptual data reduction approach based on the Lukasiewicz implication,(4): 253-262.
- Ganter, B. and Wille, R. (1999)., Springer, Berlin.
- Ghosh, P., Kundu, K. and Sarkar, D. (2010). Fuzzy graph representation of fuzzy concept lattice,(12): 1669-1675.
- Horner, V. (2007)., Masters' thesis, University of Pretoria, Pretoria.
- Jamil, S. and Deogun, J. S. (2001). Concept approximations based on rough sets and similarity measures,(3): 655-674.
- Kazienko, P. (2009). Mining indirect association rules for web recommendation,(1):165-186, DOI: 10.2478/v10006-009-0015-5.
- Liu, M., Shao, M., Zhang, W., and Wu, W. C. (2007). Reduction method for concept lattices based on rough set theory and its application,(9): 1390-1410.
- Pattison, P. E. and Breiger, R. L. (2002). Lattices and dimensional representations: Matrix decompositions and ordering structures,(4): 423-444.
- Poelmans, J., Elzinga, P., Viaene, S., Dedene., G. (2010). Formal concept analysis in knowledge discovery: A SurveyR. Goebel (Ed.), Springer-Verlag, Berlin, pp. 139-153.
- Priss, U. (2006). Formal concept analysis in information science,(1): 521-543.
- Snasel, V., Polovincak, M., Dahwa, H. M. and Horak, Z. (2008). On concept lattices and implication bases from reduced contexts,, pp. 83-90.
- Stumme, G. (2009). Formal concept analysis, in S. Staab and R. Studer (Eds.),, Springer-Verlag, Berlin, pp. 177-199.
- Stumme, G., Wille, R. and Wille, U. (1998). Conceptual knowledge discovery in databases using formal concept analysis methods,, pp. 450-458.
- Valtchev P, Missaoul R, and Godin R. (2004). Formal concept analysis for knowledge discovery and data mining: The new challenges,, pp. 352-371.
- Varmuza, K., Filzmoser, P. and Liebmann, B. (2010). Random projection experiments with chemometric data,(3-4): 209-217.
- Venter, F. J., Oosthuizen, G. D. and Ross, J. D. (1997). Knowledge discovery in databases using concept lattices,(4): 259-264.
- Wille, R. (2002). Why can concept lattices support knowledge discovery in databases?,(2-3): 81-92.
- Wille, R. (2008). Formal concept analysis as an applied lattice theory,, pp. 42-67.
- Wu, W. Z., Leung, Y., and Mi, J. S. (2009). Granular computing and knowledge reduction in formal contexts,(10): 1461-1474.
Language: English
Page range: 745 - 756
Published on: Dec 21, 2011
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
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© 2011 Cherukuri Kumar, published by University of Zielona Góra
This work is licensed under the Creative Commons License.