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Articles

A RFID-based recursive process mining system for quality assurance in the garment industry

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Pages 4216-4238 | Received 11 Jun 2013, Accepted 20 Nov 2013, Published online: 20 Dec 2013

References

  • Chang, C. P., C. P. Chu, and Y. F. Yeh. 2009. “Integrating In-process Software Defect Prediction with Association Mining to Discover Defect Pattern.” Information and Software Technology 51 (2): 375–384.10.1016/j.infsof.2008.04.008
  • Chatziantoniou, D., K. Pramatari, and Y. Sotiropoulos. 2011. “Supporting real-time supply chain decisions based on RFID data streams.” Journal of Systems and Software 84 (4): 700–710.10.1016/j.jss.2010.12.011
  • Cheng, Y. M., and S. S. Leu. 2011. “Integrating Data Mining with kJ Method to Classify Bridge Construction Defects.” Expert Systems with Applications 38 (6): 7143–7150.10.1016/j.eswa.2010.12.047
  • Çiflikli, C., and E. Kahya-Özyirmidokuz. 2010. “Implementing a Data Mining Solution for Enhancing Carpet Manufacturing Productivity.” Knowledge-Based Systems 23 (8): 783–788.10.1016/j.knosys.2010.05.001
  • Çiflikli, C., and E. Kahya-Özyirmidokuz. 2012. “Enhancing Product Quality of a Process.” Industrial Management & Data Systems 112 (8): 1181–1200.
  • Evans, J. R., and W. M. Lindsay. 2001. The Management and Control of Quality. 5th ed. Cincinnati, OH: South-Western.
  • Forcht, K. A., and K. Cochran. 1999. “Using Data Mining and Data Warehousing Techniques.” Industrial Management & Data Systems 99 (5): 189–196.
  • Hassouna, A., and L. Tahvildari. 2010. “An Effort Prediction Framework for Software Defect Correction.” Information and Software Technology 52 (2): 197–209.10.1016/j.infsof.2009.10.003
  • Ho, G. T. S., H. C. W. Lau, C. K. M. Lee, and A. W. H. Ip. 2005. “An Intelligent Forward Quality Enhancement System to Achieve Product Customization.” Industrial Management & Data Systems 105 (3): 384–406.
  • Hong, T. P., K. Y. Lin, and S. L. Wang. 2003. “Fuzzy Data Mining for Interesting Generalized Association Rules.” Fuzzy Sets and Systems 138 (2): 255–269.10.1016/S0165-0114(02)00272-5
  • Kamsu-Foguem, B., F. Rigal, and F. Mauget. 2013. “Mining Association Rules for the Quality Improvement of the Production Process.” Expert Systems with Applications 40 (4): 1034–1045.10.1016/j.eswa.2012.08.039
  • Köksal, G., İ. Batmaz, and M. C. Testik. 2011. “A Review of Data Mining Applications for Quality Improvement in Manufacturing Industry.” Expert Systems with Applications 38 (10): 13448–13467.10.1016/j.eswa.2011.04.063
  • Lao, S. I., K. L. Choy, G. T. S. Ho, Y. C. Tsim, and C. K. H. Lee. 2011. “Real-time Inbound Decision Support System for Enhancing the Performance of a Food Warehouse.” Journal of Manufacturing Technology Management 22 (8): 1014–1031.10.1108/17410381111177467
  • Lau, H. C. W., G. T. S. Ho, K. F. Chu, W. Ho, and C. K. M. Lee. 2009. “Development of an Intelligent Quality Management System Using Fuzzy Association Rules.” Expert Systems with Applications 36 (2): 1801–1815.10.1016/j.eswa.2007.12.066
  • Lau, H. C. W., C. X. H. Tang, G. T. S. Ho, and T. M. Chan. 2009. “A Fuzzy Genetic Algorithm for the Discovery of Process Parameter Settings Using Knowledge Representation.” Expert Systems with Applications 36 (4): 7964–7974.10.1016/j.eswa.2008.10.088
  • Lee, C. K. H., K. L. Choy, K. M. Y. Law, and G. T. S. Ho. 2012. “An Intelligent System for Production Resources Planning in Hong Kong Garment Industry.” In Proceedings of International Conference on Industrial Engineering and Engineering Management, 889–893. Hong Kong.
  • Lee, C. K. H., K. L. Choy, G. T. S. Ho, K. S. Chin, K. M. Y. Law, and Y. K. Tse. 2013. “A Hybrid OLAP-association Rule Mining Based Quality Management System for Extracting Defect Patterns in the Garment Industry.” Expert Systems with Applications 40 (7): 2435–2446.10.1016/j.eswa.2012.10.057
  • Liu, Z., J. Xiao, and Y. Huang. 2009. “Proactive Product Quality Control: An Integrated Product and Process Control Approach to MIMO Systems.” Chemical Engineering Journal 149 (1-3): 435–446.10.1016/j.cej.2009.02.007
  • Lou, H. H., and Y. L. Huang. 2003. “Hierarchical Decision Making for Proactive Quality Control: System Development for Defect Reduction in Automotive Coating Operations.” Engineering Applications of Artificial Intelligence 16 (3): 237–250.10.1016/S0952-1976(03)00060-5
  • Martínez-de-Pisón, F. J., A. Sanz, E. Martínez-de-Pisón, E. Jiménez, and D. Conti. 2012. “Mining Association Rules from Time Series to Explain Failures in a Hot-dip Galvanizing Steel Line.” Computers & Industrial Engineering 63 (1): 22–36.
  • McFarlane, D., S. Sarma, J. L. Chirn, C. Y. Wong, and K. Ashton. 2003. “Auto ID Systems and Intelligent Manufacturing Control.” Engineering Applications of Artificial Intelligence 16 (4): 365–376.10.1016/S0952-1976(03)00077-0
  • Muñoz, M. J., J. M. Rivera, and J. M. Moneva. 2008. “Evaluating Sustainability in Organizations with a Fuzzy Logic Approach.” Industrial Management & Data Systems 108 (6): 829–841.
  • Ordoobadi, S. M. 2008. “Fuzzy Logic and Evaluation of Advanced Technologies.” Industrial Management & Data Systems 108 (7): 928–946.
  • Sarac, A., N. Absi, and S. Dauzère-Pérès. 2010. “A Literature Review on the Impact of RFID Technologies on Supply Chain Management.” International Journal of Production Economics 128 (1): 77–95.10.1016/j.ijpe.2010.07.039
  • Shabgard, M. R., M. A. Badamchizadeh, G. Ranjbary, and K. Amini. 2013. “Fuzzy Approach to Select Machining Parameters in Electrical Discharge Machining (EDM) and Ultrasonic-assisted EDM Processes.” Journal of Manufacturing Systems 32 (1): 32–39.10.1016/j.jmsy.2012.09.002
  • Sugumaran, V., and R. Bose. 1999. “Data Analysis and Mining Environment: A Distributed Intelligent Again Technology Application.” Industrial Management & Data Systems 99 (2): 71–80.
  • Tahera, K., R. N. Ibrahim, and P. B. Lochert. 2008. “A Fuzzy Logic Approach for Dealing with Qualitative Quality Characteristics of a Process.” Expert Systems with Applications 34 (4): 2630–2638.10.1016/j.eswa.2007.05.025
  • Tsai, T. N. 2012. “Development of a Soldering Quality Classifier System Using a Hybrid Data Mining Approach.” Expert Systems with Applications 39 (5): 5727–5738.10.1016/j.eswa.2011.11.097
  • Tsai, C. Y., C. C. Chiu, and J. S. Chen. 2005. “A Case-based Reasoning System for PCB Defect Prediction.” Expert Systems with Applications 28 (4): 813–822.10.1016/j.eswa.2004.12.036
  • Tzeng, S. F., W. H. Chen, and F. Y. Pai. 2008. “Evaluating the Business Value of RFID: Evidence from Five Case Studies.” International Journal of Production Economics 112 (2): 601–613.10.1016/j.ijpe.2007.05.009
  • Wong, W. K., C. W. M. Yuen, D. D. Fan, L. K. Chan, and E. H. K. Fung. 2009. “Stitching Defect Detection and Classification Using Wavelet Transform and BP Neural Network.” Expert Systems with Applications 36 (2): 3845–3856.10.1016/j.eswa.2008.02.066
  • Yaqiong, L., Lee Ka Man, and W. Zhang. 2011. “Fuzzy Theory Applied in Quality Management of Distributed Manufacturing System: A Literature Review and Classification.” Engineering Applications of Artificial Intelligence 24 (2): 266–277.10.1016/j.engappai.2010.10.008
  • Yuen, C. W. M., W. K. Wong, S. Q. Qian, L. K. Chan, and E. H. K. Fung. 2009. “A Hybrid Model Using Genetic Algorithm and Neural Network for Classifying Garment Defects.” Expert Systems with Applications 36 (2): 2037–2047.10.1016/j.eswa.2007.12.009
  • Zhong, R. Y., Q. Y. Dai, T. Qu, G. J. Hu, and G. Q. Huang. 2013. “RFID-enabled Real-time Manufacturing Execution System for Mass-customization Production.” Robotics and Computer-Integrated Manufacturing 29 (2): 283–292.10.1016/j.rcim.2012.08.001

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