A hybrid artificial intelligence approach for improving yield in precious stone manufacturing

Journal of Intelligent Manufacturing

Volumn 16, Issue 1, 2005, Pages 21-38

  Holden, Tony ^a   Serearuno, Matee ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

Diamonds; Fuzzy Logic; Gemstones; Genetic Algorithms

Indexed keywords

DIAMONDS; FUZZY SETS; GEMS; GENETIC ALGORITHMS; OPTIMIZATION; QUALITY ASSURANCE; QUALITY CONTROL;

GEMSTONES; GEOCHEMICAL FORCES; MASS PRODUCTION; QUALITY ASSESSMENT;

ARTIFICIAL INTELLIGENCE;

EID: 14844354028     PISSN: 09565515     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10845-005-4822-8     Document Type: Article

References (29)

1. Anand, S. and Hughes, J. (2000) Data mining: looking beyond the tip of the iceberg, Faculty of Informatics, University of Ulster, Ulster http://inchinn. infj.ulst.ac.uk/htdocs/white.html.
2. Au, W. -H. and Keith, C. C. (2001). Classification with degree of membership: a fuzzy approach. International Conference on Data mining.
3. Bakon, A. and Szymanski, A. (1993). Practical Uses of Diamond, Ellis Horwood.
4. R. Brachman T. Anand 1996 The Process of Knowledge Discovery in Databases U. Fayyad G. Piatesky-Shapiro In Advances in knowledge Discovery and Data Mining AAA/MIT Press Menlo Park, California 573 592
5. Cattral, R., Oppacher, F. and Deugo, D. (1999) Using genetic algorithms to evolve a rule hierachy. Third European Conference on Principles of Data Mining and Knowledge Discovery (PKDD99), Springer-Verlag, Prague, pp. 289 - 294.
6. K. Cios W. Pedrycz R. Swiniarski 1998 Data Mining Methods for Knowledge Discovery Kluwer Academic Publishers London
7. Cooper, M. (1991) Laser technology in the diamond industry, in International Diamond Technical Symposium, P. Cooke and A. Caspi (eds), CSO, Tel-Aviv, 6, 1-6.
8. J. F. Elder D. Pregibon 1996 A statistical perspective on knowledge discovery in databases U. M. Fayyad G. Piatetsky-Shapiro P. Smyth R. Uthurusamy Advances in Knowledge Discovery and Data Mining AAAI Press / The MIT Press Menlo Park, CA 1 34
9. Field 1992 The Properties of Natural and Synthetic Diamond Academic Press New York
10. Gaines, B. R. (1996) Experiments with a new boosting algorithm. Thirteenth International Conference on Machine Learning
11. Goldberg, D. (1989) Genetic Algorithms in Search, Optimization and Machine Learning, Addison-Wesley, Reading
12. R. Groth 2000 Data Mining: Building Competitive Advantage Prentice-Hall New Jersey
13. Krishnapillai, A. (1995) An Automated System for the Processing of Precious Stones, Doctoral Thesis, Department of Engineering, University of Cambridge, Cambridge
14. D. J. Hand H. Mannila P. Smyth 2001 Principles of Data Mining (Adaptive Computation and Machine Learning) MIT Press Menlo Park, CA
15. J. W. Han M. Kamber 2001 Data Mining: Concepts and Techniques Morgan Kaufmann San Francisco
16. Y. -C. Hu R. -S. Chen G. -H. Tzeng 2003 Finding fuzzy classification rules using data mining techniques Pattern Recognition Letters 24 1 509 519 Elsevier Science, publishers
17. Y. -C. Hu 2002 Mining Fuzzy association rules for classification problems Computers and Industrial Engineering 43 4 735 750
18. G. Lenzen 1983 Diamonds and Diamond Grading Butterworths London
19. H. X. Li V. C. Yen 1995 Fuzzy Sets and Fuzzy Decision-making CRC Press Boca Raton
20. Mendes R. F., Fabricio B., Voznika A. A. F., and Nievola J. C. (2001) Discovering fuzzy classification rules with genetic programming and co-evolution. Proceedings of the Fifth European Conference in Principles of Data Mining and Knowledge Discover, Freiburg, Germany
21. P. Mitra S. K. Pal 1999 Modular rough fuzzy MLP: evolutionary design N. Zhong A. Skowron S. Ohsuga Seventh International Workshop in New Directions in Rough Sets, Data Mining and Granular-Soft Computing Springer-Verlag Yamaguchi, Japan
22. D. Pyle 1999 Data Preparation for Data Mining Morgan Kaufmann Publishers Inc. San Francisco
23. J. R. Quinlan 1986 Induction of decision trees Machine Learning 1 81 106
24. R. Venkatraman S. Venkatraman 2000 Rule based system application for a technical problem in inventory issue Journal of Artificial Intelligence in Engineering 1 14 14 152
25. Wallis, C. (1998) Intelligent Database Technology for Operational Decision Support in the Petrochemical Industry, Doctoral Thesis, Department of Engineering, University of Cambridge, Cambridge
26. B. Watermeyer S. Michelsen 1994 The Art of Diamond Cutting Chapman & Hall London
27. R. Webster 1983 Gems: Their Sources, Descriptions and Identification 4th Edition Butterworths London
28. J. Wilks E. Wilks 1991 Properties and Application of Diamond Butterworth-Heinemann
29. L. A. Zadeh 1965 Fuzzy sets Journal of Information and Control 8 833 353