Approaches to the selection of relevant concepts in the case of noisy data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5986 LNAI, Issue , 2010, Pages 255-266

  Klimushkin, Mikhail ^a   Obiedkov, Sergei ^a   Roth, Camille ^b  

^a NATIONAL RESEARCH UNIVERSITY HIGHER SCHOOL OF ECONOMICS   (Russian Federation)

^b ÉCOLE DES HAUTES ÉTUDES EN SCIENCES SOCIALES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CONCEPT LATTICES; NOISY DATA;

INFORMATION ANALYSIS;

EID: 78650400336     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-11928-6_18     Document Type: Conference Paper

References (10)

1. Bayardo Jr., R., Goethals, B., Zaki, M. (eds.): Proc. of the IEEE ICDM Workshop on Frequent Itemset Mining Implementations (FIMI 2004). CEUR-WS.org (2004).
2. Boulicaut, J.F., Besson, J.: Actionability and formal concepts: A data mining perspective. In: Medina, Obiedkov [7], pp. 14-31.
3. Ganter, B., Wille, R.: Formal Concept Analysis: Mathematical Foundations. Springer, Berlin (1999).
4. Gionis, A., Mannila, H., Mielikäinen, T., Tsaparas, P.: Assessing data mining results via swap randomization. ACM Trans. Knowl. Discov. Data 1(3), 14 (2007).
5. Jay, N., Kohler, F., Napoli, A.: Analysis of social communities with iceberg and stability-based concept lattices. In: Medina, Obiedkov [7], pp. 258-272.
6. Kuznetsov, S., Obiedkov, S., Roth, C.: Reducing the representation complexity of lattice-based taxonomies. In: Priss, U., Polovina, S., Hill, R. (eds.) ICCS 2007. LNCS (LNAI), vol. 4604, pp. 241-254. Springer, Heidelberg (2007).
7. Medina, R., Obiedkov, S. (eds.): ICFCA 2008. LNCS (LNAI), vol. 4933. Springer, Heidelberg (2008).
8. Newman, M.E.J., Strogatz, S., Watts, D.: Random graphs with arbitrary degree distributions and their applications. Physical Review E 64(026118) (2001).
9. Roth, C., Obiedkov, S., Kourie, D.G.: Towards concise representation for taxonomies of epistemic communities. In: Yahia, S.B., Nguifo, E.M., Belohlavek, R. (eds.) CLA 2006. LNCS (LNAI), vol. 4923, pp. 240-255. Springer, Heidelberg (2008).
10. Stumme, G., Taouil, R., Bastide, Y., Pasquier, N., Lakhal, L.: Computing iceberg concept lattices with TITANIC. Data & Knowledge Engineering 42, 189-222 (2002).