A data-driven knowledge acquisition method based on system uncertainty

Fourth IEEE Conference on Cognitive Informatics 2005, ICCI 2005

Volumn , Issue , 2005, Pages 267-275

  Zhao, Jun ^a,b   Wang, Guo Yin ^a  

^a CHONGQING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^b LONDON SOUTH BANK UNIVERSITY   (United Kingdom)

Author keywords

Data driven knowledge acquisition; Information entropy; Rough set; System uncertainly

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; INFORMATION SCIENCE; ROUGH SET THEORY;

DATA-DRIVEN KNOWLEDGE ACQUISITION; DECISION INFORMATION SYSTEMS; INFORMATION ENTROPY; SYSTEM UNCERTAINLY;

KNOWLEDGE ACQUISITION;

EID: 33746735390     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/COGINF.2005.1532641     Document Type: Conference Paper

References (13)

1. Y.X. Wang, "On Cognitive Informatics". Brain and Mind: A Transdiscipilinary Joural of Neuroscience and Neuro-philosophy. 2003, 4(2): 151-167.
2. rd International Conference on Cognitive informatics (ICCI'04), Victoria BC, Canada, August, 2004:42-51.
3. G.Y. Wang, X. He, "A Self-Learning Model under Uncertain Conditions". Journal of Software (in Chinese). 2003, 14(6): 1096-1102.
4. Z. Pawlak, "Rough Sets". Int. Journal of Computer and Information Science. 1982, 11(5): 341-356.
5. Z. Pawlak, J. Grzymala-Busse, R. Slowinski, W. Ziarko, "Rough Sets". Communications of the ACM. 1995, 38(11): 89-95.
6. G.Y. Wang, "Uncertainty Measurement of Decision Table Information Systems". Computer Science 2001, 28(5, Special Issues): 23-26.
7. I. Düntsch, G. Gediga, "Uncertainty Measures of Rough Set Prediction". Artificial Intelligence. 1998, 106: 109-137.
8. X.H. Chen, S.J. Zhu, Y.D. Ji, "Rule Uncertainty Measurement Based on Entropy and Variable Rough Set". Joural. of Tsinghua University (Science & Technology Edition). 2001, 47(3): 109-112.
9. T. Mollestad, A. Skowron, "A Rough Set Framework for Data Mining of Propositional Default Rules". Lecture Notes in Computer Science. 1996, 1079:448-457, Springer Verlag.
10. W. Ziarko, "Variable Precision Rough Set Model", Artificial Intelligence, 1993, 46: 39-59.
11. http://www.ics.uci.edu/~mlearn/MLRepository.html
12. nd Joint Annual Conference on Information Science, Wrightsville Beach, NC, USA, 1995, 34-37.
13. D.Q. Miao, G.R. Hu, " A Heuristic Algorithm for Reduction of Knowledge". Computer Research & Development (in Chinese). 1999, 36(6): 681-684.