Axiomatic definition of knowledge granularity and its constructive method

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

Volumn 5009 LNAI, Issue , 2008, Pages 348-354

  Zhao, Ming Qing ^a   Yang, Qiang ^a   Gao, De Zhi ^a  

^a SHANDONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

Author keywords

Axiomation; Granular computing; Information system

Indexed keywords

COMPUTATION THEORY; COMPUTATIONAL METHODS; DATA MINING; INFORMATION SYSTEMS; PARAMETER ESTIMATION;

CONSTRUCTIVE METHOD; GRANULAR COMPUTING;

KNOWLEDGE ACQUISITION;

EID: 44649172595     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-79721-0_49     Document Type: Conference Paper

References (13)

1. Zadeh, L.A.: Toward a theory of fuzzy information granulation and its centrality in human reasonding and fuzzy logic. Fuzzy Sets and System 19(1), 111-127 (1997)
2. Zadeh, L.A.: Fuzzy sets and information granularity. In: Gupta, N., Ragade, R., Yager, R. (eds.) Advances in fuzzy set theory and application, pp. 111-127. North-Holland, Amsterdam (1979)
3. Pawlak, Z.: Granularity of knowledge, indiscernibility and rough sets. In: Proceedings of 1998 IEEE International Conference on Fuzzy System, pp. 106-110 (1998)
4. Zadeh, L.A.: Fuzzy logic=computing with words. IEEE Transactions on Fuzzy Systems 4(1), 103-111 (1996)
5. Zhang, L., Zhang, B.: Theory of Fuzzy Quotient Space (Methods of Fuzzy Granular Computing). Journal of Software 14(4), 770-776 (2003)
6. Zadeh, L.A.: Fuzzy sets and information granularity. In: Gupta, M., Yager, R. (eds.) Advances in Fuzzy Set Theory and Application, pp. 3-18. North-Holland, Amsterdam (1979)
7. Liang, J.Y., Shi, Z.Z., Li, D.Y., Wierman, M.J.: The information entropy,rough entropy and knowledge granulation in incomplete information system. International Journal of General Systems (to appear)
8. Liang, J.Y., Shi, Z.Z.: The information entropy, rough entropy and knowledge granulation in rough set theory. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 12(1), 37-46 (2004)
9. Wierman, M.J.: Measuring uncertainty in rough set theory[J]. International Journal of General Systems 28(4), 283-297 (1999)
10. Qian, Y.H., Liang, J.Y.: Combination Entropy and Combination Granulation in Incomplete Information System. In: Wang, G.-Y., Peters, J.F., Skowron, A., Yao, Y. (eds.) RSKT 2006. LNCS (LNAI), vol. 4062, pp. 184-190. Springer, Heidelberg (2006)
11. Pedrycz, W., Skowron, A., Kreinovich, V. (eds.): Handbook of Granular Computing. John Wiley & Sons, New York (in press)
12. Liang, J.Y., Qian, Y.H.: Knowledge, knowledge granulation in information system.Internation Journal of Intelligent System (to appear)
13. Liang, J.Y., Qian, Y.H.: Axiomatic Approach of Knowledge Granulation in Information System. In: Sattar, A., Kang, B.-h. (eds.) AI 2006. LNCS (LNAI), vol. 4304, pp. 1074-1078. Springer, Heidelberg (2006)