Fuzzy clustering methods in data mining: A comparative case analysis

Proceedings - 2008 International Conference on Advanced Computer Theory and Engineering, ICACTE 2008

Volumn , Issue , 2008, Pages 489-493

  Raju, G ^a   Thomas, Binu ^b   Tobgay, Sonam ^c   Kumar, Th Shanta ^d  

^a SCMS School of Technology and Managemant   (India)

^b ahatma Gandhi University   (India)

^c ROYAL UNIVERSITY OF BHUTAN   (Bhutan)

^d HIMACHAL PRADESH UNIVERSITY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; CLUSTER ANALYSIS; CLUSTERING ALGORITHMS; COPYING; FUZZY LOGIC; FUZZY SETS; FUZZY SYSTEMS; KNOWLEDGE MANAGEMENT;

ADAPTIVE FUZZY; CASE ANALYSIS; COMPARATIVE ANALYSIS; CONVENTIONAL CLUSTERING; DATA ITEMS; FUZZY C-MEANS ALGORITHMS; FUZZY CLUSTERING ALGORITHMS; FUZZY CLUSTERING METHODS; FUZZY SUBSETS; K-MEANS ALGORITHMS; PARTIAL MEMBERSHIPS; QUALITATIVE KNOWLEDGE;

FUZZY CLUSTERING;

EID: 62949178690     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICACTE.2008.199     Document Type: Conference Paper

References (15)

1. K. Pal and P. Mitra, "Data Mining in Soft Computing Framework: A Survey", IEEE transactions on neural networks, vol. 13, no. 1 (January 2002).
2. R. Cruse and C. Borgelt, "Fuzzy Data Analysis Challenges and Perspective", http://citeseer.ist.psu.edu/ kruse99fuzzy.html
3. W. H. Au and K.C.C. Chan, "Classification with Degree of Membership: A Fuzzy Approach", Proceedings IEEE International Conference on Data Mining 2001, ICDM 2001.
4. M. Halkidi, "Quality assessment and Uncertainty Handling in Data Mining Process", http://citeseer.ist.psu. edu/halkidi00quality.html
5. W. H. Inmon, "The data warehouse and data mining" Commun, ACM, vol. 39, pp. 49-50 (1996).
6. U. Fayyad and R. Uthurusamy, "Data mining and knowledge discovery in databases". Commun, ACM, vol. 39, pp. 24-27 (1996).
7. P. Berkhin, "Survey of Clustering Data Mining Techniques", http://citeseer.ist.psu.edu/berkhin02survey. html
8. Chau, M., Cheng, R., and Kao. B., "Uncertain Data Mining: A New Research Direction". www.business. hku.hk/-mchau/papers/ UncertainDataMiningWSA.pdf
9. Keith C.C, C. Wai-Ho Au, B. Choi, "Mining Fuzzy Rules in A Donor Database for Direct Marketing by A Charitable Organization". Proceedings First IEEE International Conference on Cognitive Informatics Volume, Issue ( 2002) Page(s): 239-246.
10. E. Cox, "Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration", Elsevier, (2005).
11. G. J. Klir and T. A. Folger, "Fuzzy Sets, Uncertainty and Information". Prentice Hall (1988).
12. J. Han and M. Kamber, "Data Mining Concepts and Techniques". Elsevier (2003).
13. J. C. Bezdek, "Fuzzy Mathematics in Pattern Classification", Ph.D. thesis, Center for Applied Mathematics, Cornell University, Ithica N.Y (1973).
14. C. G. Looney, "A Fuzzy Clustering and Fuzzy Merging Algorithm", http://citeseer.ist.psu.edu/399498.html
15. F. Klawonn and A. Keller, "Fuzzy Clustering Based on Modified Distance Measures", http://citeseer.ist.psu.edu /klawonn99fuzzy.html.