References
- Apley, D. W. and Ding, Y. (2005). “A Characterization of Diagnosability Conditions for Variance Components Analysis in Assembly Operations”. IEEE Transactions on Robotics and Automation 2, pp. 101–110.
- Apley, D. W. and Lee, H. Y. (2003). “Identifying Spatial Variation Patterns in Multivariate Manufacturing Processes: A Blind Separation Approach”. Technometrics 45, pp. 220–234.
- Apley, D. W. and Shi, J. (2001). “A Factor-Analysis Method for Diagnosing Variability in Multivariate Manufacturing Processes”. Technometrics 43, pp. 84–95.
- Apley, D. W. and Shi, J. (1998). “Diagnosis of Multiple Fixture Faults in Panel Assembly”. ASME Journal of Manufacturing Science and Engineering 120, pp. 793–801.
- Apley, D. W. and Zhang, F. (2007). “Identifying and Visualizing Nonlinear Variation Patterns in Multivariate Manufacturing Data”. IIE Transactions 39, pp. 691–701.
- Barton, R. R. and Gonzalez-Barreto, D. R. (1996). “Process-Oriented Basis Representation for Multivariate Process Diagnostics”. Quality Engineering 9, pp. 107–118.
- Belouchrani, A.; Abed-Meraim, K.; Cardoso, J. F.; and Moulines, E. (1997). “A Blind Source Separation Technique Using Second-Order Statistics”. IEEE Transactions on Signal Processing 45, pp. 434–444.
- Box, G. E. P.; Jenkins, G. M.; and Reinsel, G. C. (1994). Time Series Analysis: Forecasting and Control, 3rd edition. Englewood Cliffs, NJ: Prentice Hall.
- Cardoso, J. F. (1998). “Blind Signal Separation: Statistical Principles”. Proceedings of the IEEE 86, pp. 2009–2025.
- Cardoso, J. F. and Souloumiac, A. (1993). “Blind Beam-forming for Non-Gaussian Signals”. IEEE Proceedings 140, pp. 362–370.
- Comon, P. (1994). “Independent Component Analysis, a New Concept?” Signal Processing 36, pp. 287–314.
- Cruces-Alvarez, S. A. and Cichocki, A. (2003). “Combining Blind Source Extraction with Joint Approximate Diagonalization: Thin Algorithms for ICA”. The 4rd International Symposium on Independent Component Analysis and Blind Signal Separation, pp. 463–468.
- Ding, Y. and Apley, D. W. (2007). “Guidelines for Placing Additional Sensors to Improve Variation Diagnosis in Assembly Processes”. International Journal of Production Research 45, pp. 5485–5507.
- Ding, Y.; Ceglarek, D.; and Shi, J. (2002). “Fault Diagnosis of Multistage Manufacturing Processes by Using State Space Approach”. ASME Journal of Manufacturing Science and Engineering 124, pp. 313–322.
- Ding, Y.; Gupta, A.; and Apley, D. W. (2004). “Singularity Issues in Fixture Fault Diagnosis for Multi-Station Assembly Processes”. ASME Journal of Manufacturing Science and Engineering 126, pp. 200–210.
- Jackson, J. E. (1980). “Principal Components and Factor Analysis. Part I: Principal Components”. Journal of Quality Technology 12, pp. 201–213.
- Jackson, J. E. (1981). “Principal Components and Factor Analysis. Part II: Additional Topics Related to Principal Components”. Journal of Quality Technology 13, pp. 46–58.
- Jin, J. and Shi, J. (1999). “State Space Modeling of Sheet Metal Assembly for Dimensional Control”. ASME Journal of Manufacturing Science and Engineering 121, pp. 756–762.
- Johnson, R. A. and Wichern, D. W. (2002). Applied Multivariate Statistical Analysis, 5th edition. Upper Saddle River, NJ: Prentice Hall.
- Lee, H. Y. and Apley, D. W. (2004). “Diagnosing Manufacturing Variation Using Second-Order and Fourth-Order Statistics”. International Journal of Flexible Manufacturing Systems 16, pp. 45–64.
- Müller, K. R.; Philips, P.; and Ziehe, A. (1999). “JADETD: Combining Higher-Order Statistics and Temporal Information for Blind Source Separation (with Noise)”. Proceeding of International Workshop on Independent Component Analysis and Signal Separation (ICA'99), pp. 87–92.
- Runger, G. C.; Barton, R. R.; Del Castillo, E.; and Woodall, W. H. (2007). “Optimal Monitoring of Multivariate Data for Fault Patterns”. Journal of Quality Technology 39, pp. 159–172.
- Shan, X. and Apley, D. W. (2008). “Blind Identification of Manufacturing Variation Patterns by Combining Source Separation Criteria”. Technometrics 50, pp. 332–343.
- Tichavský, P.; Koldovský, Z.; Doron, E.; Yeredor, A.; and Gomez-Herrero, G. (2006). “Blind Signal Separation by Combining Two ICA Algorithms: HOS-Based EFICA and Time Structure-Based WASOBI”. Proceedings of 14th European Signal Processing Conference (EUSIPCO). EURASIP, pp. 1–5.
- Zhou, S.; Ding, Y.; Chen, Y.; and Shi, J. (2003). “Diagnosability Study of Multistage Manufacturing Processes Based on Linear Mixed-Effects Models”. Technometrics 45, pp. 312–325.