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Articles

Method for failure pattern analysis in disk drive manufacturing

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Pages 834-846 | Received 14 Jul 2010, Accepted 31 Mar 2011, Published online: 29 Jul 2011

References

  • Amado , N. , Gama , J. and Silva , F. Parallel implementation of decision tree learning algorithms . Proceedings of the 10th Portuguese Conference on Artificial Intelligence (EPIA'01) . pp. 6 – 13 . London, UK : Springer-Verlag .
  • Bertino , E. , Catania , B. and Caglio , E. 1999 . “ Applying data mining techniques to wafer manufacturing ” . In In: Principles of Data Mining and Knowledge Discovery , 41 – 50 . Berlin : Springer .
  • Boonserm , P. 2009 . A model for HGA manufacturing yield prediction using adapted stochastic neural network , King Mongkut's University of Technology Thonburi . Thesis (M.Eng.)
  • Braha D Data mining for design and manufacturing Springer Norwell , MA 2002
  • Chen , L.-S. and Su , C.-T. 2008 . Using granular computing model to induce scheduling knowledge in dynamic manufacturing environments . International Journal of Computer Integrated Manufacturing , 21 ( 5 ) : 569 – 583 .
  • Chen , W. C. , Tseng , S. S. and Hsiao , K. R. A data mining project for solving low-yield situations of semiconductor manufacturing . Proceedings of IEEE/SEMI Advanced Semiconductor Manufacturing Conference . Massachusetts . pp. 129 – 134 . Boston, MA. New York : IEEE .
  • Chien , C. , Wang , W. and Cheng , J. 2007 . Data mining for yield enhancement in semiconductor manufacturing and an empirical study . Expert Systems with Applications , 33 ( 1 ) : 1 – 7 .
  • Choudhary , A. K. , Harding , J. A. and Tiwari , M. K. 2008 . Data mining in manufacturing: a review based on the kind of knowledge . Journal of Intelligent Manufacturing , 20 ( 5 ) : 501 – 521 .
  • Çiflikli , C. and Kahya-Özyirmidokuz , E. 2010 . Implementing a data mining solution for enhancing carpet manufacturing productivity . Knowledge-Based Systems , 23 : 783 – 788 .
  • Esmaili , N. and Talaie , A. 2003 . Pattern recognition in classification of intelligent composites during smart manufacturing . Intelligent Data Engineering and Automated Learning , 2690 : 944 – 958 .
  • Han , Y. , Kim , J. and Lee , C. 2005 . Automatic detection of failure patterns using data mining . Knowledge-Based Intelligent Information and Engineering Systems , 3682 : 1312 – 1316 .
  • Harding , J. A. , Shahbaz , M. and Srinivas , M. 2006 . Data mining in manufacturing: a review . ASME Transactions: Journal of Manufacturing Science and Engineering , 128 ( 4 ) : 969 – 976 .
  • Hsu , C. 2009 . Data mining to improve industrial standards and enhance production and marketing: an empirical study in apparel industry . Expert Systems with Applications , 36 ( 3 ) : 4185 – 4191 .
  • Hsu , C. H. and Wang , M. J.J. 2005 . Using decision tree-based data mining to establish a sizing system for the manufacture of garments . The International Journal of Advanced Manufacturing Technology , 26 : 669 – 674 .
  • Hsu , S. C. and Chien , C. F. 2007 . Hybrid data mining approach for pattern extraction from wafer bin map to improve yield in semiconductor manufacturing . International Journal of Production Economics , 107 ( 10 ) : 88 – 103 .
  • Marcos , A. G. 2007 . A neural network-based approach for optimising rubber extrusion lines . International Journal of Computer Integrated Manufacturing , 20 ( 8 ) : 828 – 837 .
  • McKendrick , D. , Doner , R. and Haggard , S. 2000 . From Silicon Valley to Singapore: location and competitive advantage in the hard disk drive industry , Stanford : Stanford University Press .
  • Öztürk , A. , Kayalıgil , S. and Özdemirel , N. E. 2006 . Manufacturing lead time estimation using data mining . European Journal of Operational Research , 173 ( 2 ) : 683 – 700 .
  • Rokach , L. and Maimon , O. 2005 . Top down induction of decision trees classifiers: a survey . IEEE Transactions on Systems, Man and Cybernetics , 35 ( 4 ) : 476 – 487 .
  • Sadoyan , H. , Zakarian , A. and Mohanty , P. 2006 . Data mining algorithm for manufacturing process control . International Journal of Advanced Manufacturing Technology , 28 : 342 – 350 .
  • Siradeghyana , Y. , Zakarianb , A. and Mohantyc , P. 2008 . Entropy-based associative classification algorithm for mining manufacturing data . International Journal of Computer Integrated Manufacturing , 21 ( 7 ) : 825 – 838 .
  • Srivastava , A. , Han , E. and Kumar , V. 1999 . Parallel formulations of decision-tree classification algorithms . Data Mining and Knowledge Discovery , 3 ( 3 ) : 237 – 261 .
  • Tan , P. N. , Steinbach , M. and Kumar , V. 2006 . Introduction to data mining , Boston : Pearson Education Inc .
  • Yamwong , W. 2009 . Yield improvement analysis with parameter-screening factorials , King Mongkut's University of Technology Thonburi . Thesis (M.Eng.)
  • Yao , X.-H. , Fu , J.-Z. and Chen , Z.-C. 2009 . Intelligent fault diagnosis using rough set method and evidence theory for NC machine tools . International Journal of Computer Integrated Manufacturing , 22 ( 5 ) : 472 – 482 .
  • Zhang , Z. , Cheng , H. and Chu , X. 2010 . Aided analysis for quality function deployment with an Apriori-based data mining approach . International Journal of Computer Integrated Manufacturing , 23 ( 7 ) : 673 – 686 .

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