Publications

SELECTED PUBLICATIONS

  1. Guo, W., Jin, J., Paynabar, K., Miller, B., Carpenter, J. (2015) “A Decision Support System on Surgical Treatments for Rotator Cuff Tears,” To appear IIE Transactions on Healthcare Systems Engineering. (also selected by Editor-in-Chief of IIE Transactions on Healthcare Systems Engineering as one of two articles that are highlighted in the IE Magazine in each quarter.)
  2. Guo, W., Shao, C., Kim, T., Hu, J., Jin, J., Spicer, P., and Wang, H. (2015) “Online Process Monitoring with Near-Zero Misdetection for Ultrasonic Welding of Lithium-ion Batteries: An Integration of Univariate and Multivariate Methods,” Accepted by Journal of Manufacturing Systems.
  3. Masoud, H., Reed, M., Paynabar, K., Jin, J., Kozak, K., Wang, N., Wan, J., Gomez-Levi, G., (2015) “Predicting Subjective Responses From Human Motion: Application to Vehicle Ingress Assessment,Accepted by ASME Transactions, Journal of Manufacturing Science and Engineering.
  4. Shao, C., Kim, T., Hu, S. Jin, J., Abell, J. Spicer, Patrick (2016) “Tool Wear Monitoring for Ultrasonic Metal Welding of Lithium-ion Batteries,” Accepted by ASME Transactions, Journal of Manufacturing Science and Engineering.
  5. Paynabar, K., Jin, J., and Reed, M. (2014) “Informative Sensor and Feature Selection via Hierarchical Non-Negative Garrote,” Accepted by Technometrics (online version DOI:10,1080/00401706.2014.947383.)
  6. Li, X., Zhang, H., Jin, J., Huang, D., Qi, X., Zhang, Z., and Yu, D. (2014) “Quantifying Dispersion of Nanoparticles in Polymer Nanocomposites Through TEM Micrographs,” Journal of Micro and Nano-Manufacturing, to appear. 
  7. Guo, W., Chen, R. and Jin, J. (2014) “On-line Eccentricity Monitoring of Seamless Tubes in Cross-roll Piercing Mill,” ASME Transactions, Journal of Manufacturing Science and Engineering, to appear.
  8. Sadrpour, A., Jin, J., and Ulsoy, A.G. (2014) “Real-time Energy-efficient Path Planning for Unmanned Ground Vehicles using Mission Prior Knowledge,” Int. J. of Vehicle Autonomous Systems, 12 (3), 221-246.
  9. Abad, A., Jin, J. and Son, Y., (2014) “Estimation of Expected Human Attention Weights Based on a Decision Field Theory Model,” Information Science, 278, Sep. 2014, 520–534.
  10. Abad, A., Guo, W. and Jin, J. (2014) “Algebraic Expression of System Configurations and Performance Metrics for Mixed Model Assembly Systems,” IIE Transactions on Design and Manufacturing. V46, 230~248, DOI: 10.1080/0740817X.2013.813093.
  11. Guo, W., Jin, J., and Hu, J., (2013) “Allocation of Maintenance Resources in Mixed Model Assembly Systems, Journal of Manufacturing Systems, V32 (3), July 2013, 473-479.
  12. Shao, C., Paynabar, K., Kim, T. H., Jin, J., Hu, J., Spicer, P., Wang, and H., Abell, J., (2013) “Feature Selection for Manufacturing Process Monitoring Using Cross-Validation,” Journal of Manufacturing Systems, V32 (4), 550-555.
  13. Liu, J., and Jin, J. (2013) “Diagnosing Multistage Manufacturing Processes with Engineering-driven Factor Analysis Considering Sampling Uncertainty, ASME Transactions, Journal of Manufacturing Science and Engineering, 135:4.
  14. Paynabar, K., Jin, J., and M. Pacella, (2013) “Monitoring and Diagnosis of Multichannel Nonlinear Profile Variations Using Uncorrelated Multilinear Principal Component Analysis,” IIE Transactions on Quality and Reliability Engineering. V45 (11), 1235-1247.
  15. Sadrpour, A., Lee, H. J., Jin, J., and Ulsoy, G., (2013) “Simulation-Based Acceptance Testing for Unmanned Ground Vehicles,” Int. J. Vehicle Autonomous Systems, V 11 (1), 62-85.
  16. Sadrpour, A., Jin, J., and Ulsoy, A.G. (2013) “Mission Energy Prediction for Unmanned Ground Vehicles Using Real-time Measurements and Prior Knowledge,” Journal of Field Robotics, V30(3), 339-414.
  17. Paynabar, K., Jin, J., and Yeh, A. (2012) “Phase I Risk-Adjusted Control Charts for Monitoring Surgical Performance by Considering Categorical Covariates,” Journal of Quality Technology, V44(1), 39-53.
  18. Yang, Q. and Jin, J. (2012) “Separation of Individual Operation Signals from Mixed Sensor Measurements,” IIE Transactions on Quality and Reliability Engineering, V44(9), 780-792.
  19. Paynabar, K., Jin, J., Agapiou, J., and Deeds, P. (2012) “Robust Leak Tests for Transmission Systems Using Nonlinear Mixed-Effect Models,” Journal of Quality Technology, V44(3), 265-278.
  20. Guo, H., Paynabar, K., and Jin, J. (2012) “Multiscale Monitoring of Autocorrelated Processes Using Wavelets Transform,” IIE Transactions on Quality and Reliability Engineering, V44(4), 312-326.
  21. Abad, A., Paynabar, K., and Jin, J. (2011) “Modeling and Analysis of Operator Effects on Process Quality and Throughput in Mixed Model Assembly Systems,” ASME Transactions, Journal of Manufacturing Science and Engineering, V133(2), 021016.
  22. Abad, A., and Jin, J. (2011) “Complexity Metrics for Mixed Model Manufacturing Systems Based on Information Entropy,” International Journal of Information and Decision Sciences, V3(4), 313-334.
  23. Paynabar, K. and Jin, J. (2011) “Characterization of Nonlinear Profiles Variations using Mixed-effect Models and Wavelets,IIE Transactions on Quality and Reliability Engineering, V43, 275-290 (Awarded IIE Transactions Best Application Paper Award.)
  24. Li, J., Xie, H., and Jin, J. (2011) “Optimal Process Adjustment by Integrating Production Data and Design of ExperimentsQuality and Reliability Engineering International, V27(3), 327-336.
  25. Li, J. and Jin, J. (2010) “Optimal Sensor Allocation by Integrating Causal Models and Set-covering Algorithms,” IIE Transactions on Quality and Reliability Engineering, V42(8), 564-576.
  26. Kantanyarat A. and Jin, J. (2010) “Minimal Tooling Adjustment Strategy for Acceptable Product Quality in Assembly ProcessesJournal of Quality and Reliability Engineering International, V26, 775-785.
  27. Lei, Y., Zhang, Z., and Jin, J. (2010) “Automatic Tonnage Monitoring for Missing Part Detection in Multi-Operation Forging Processes,” ASME Transactions, Journal of Manufacturing Science and Engineering, V132(5), 051010-1~051010-10.
  28. Li, Q., Jin, J., Chang, T. (2010) “Detection and Diagnosis of Repetitive Surface Effects for Hot Rolling Processes,” Transactions of the NAMRI/SME, V38, 615- 622.
  29. Yang, Q. Jin, J., and Chang, T. (2010) “Automatic Feature Extraction and Classification of Surface Defects in Continuous Casting,” Transactions of the NAMRI/SME, V38, 563-570.
  30. Lee, S. and Son, Y., and Jin, J. (2010) “An Integrated Human Decision Making Model for evacuation Scenarios Under Extended BDI Framework,” ACM Transactions on Modeling and Computer Simulation, V20(4), 23(1)~23(24).
  31. Liu, J., Jin, J., and Shi, J., (2009) “State Space Modeling for 3-Dimensional Variation Propagation in Multistatge Assembly Processes,” IEEE Transactions on Automation Science and Engineering, V7(2), 274-290.
  32. Chaipradabkiat, T., Jin, J., and Shi, J. (2009) “Optimal Fixture Locator Adjustment Strategies for Rigid-Body Multi-station Assembly Processes,” IIE Transactions on Quality and Reliability Engineering, V41(9), 843-852.
  33. Jin, J., and Li, J. (2009) “Multiscale Mapping of Aggregated Signal Features to Embedded Time-Frequency Localized Operations Using Wavelets,” IIE Transactions on Quality and Reliability Engineering, V41(7), 615-625.
  34. Lei, Y., Paynabar, K., Jin, J. and Agapiou, J. (2009) “Cyclic Waveform Signal Analysis for Online Monitoring of Valve Seat Assembly Processes,” Transactions of the NAMRI/SME, 37.
  35. Yang, Q., Li, Q., Jin , and Chang, T. (2009) “Online Classification of Surface Defects in Hot Rolling Processes,” Transactions of the NAMRI/SME, V37, 371-378.
  36. Li, J., Jin, J., and Shi, J. (2008) “Causation-based T2 decomposition for Multivariate Process Monitoring and DiagnosisJournal of Quality Technology, V40 (1), 46-58.
  37. Li, J., Huang, K., Jin, J. and Shi, J. (2008) “A Survey on Statistical Methods for Health Care Fraud DetectionHealth Care Management Science, V11 (3), 275-87.
  38. Lee, S., Son, Y, and Jin, J, (2008) “Decision Field Theory Extensions for Behavior Modeling in Dynamic Environment using Bayesian Belief Network,” Information Sciences V178 (10), 2297-2314.
  39. Jin, J., Guo, H., and Zhou, S. (2006), “Statistical Process Control Based Supervisory Generalized Predictive Control of Thin Film Deposition Processes,” ASME Transactions, Journal of Manufacturing Science and Engineering, V128(1), 315-325.
  40. Chen, Y. and Jin, J. (2006), “Quality-Oriented-Maintenance for Multiple Interactive Tooling Components in Discrete Manufacturing Processes,” IEEE Transactions on Reliability, V55 (1), 123-134.
  41. Guo, H. and Jin, J. (2006), “Travel Time Estimation with Correlation Analysis of Single Loop Detector Data,” Transportation Research Record, Artificial Intelligence and Advanced Computing Applications, 1968, 10-19.
  42. Chen, Y., Ding, Y., Jin, J., Ceglarek, D. (2006), “Integration of Process-Oriented Tolerancing and Maintenance Planning in Design of Multistation Manufacturing Processes,” IEEE Transactions on Automation Science and Engineering, V3(4), 440-453.
  43. Chen, Y. and Jin, J. (2005), “Quality-Reliability Chain Modeling for System-Reliability Analysis of Complex Manufacturing Processes,” IEEE Transactions on Reliability, V54 (3), 475-488.
  44. Ding, Y., Jin, J., Ceglarek, D., and Shi, J. (2005), “Process-Oriented Tolerancing for Multi-station Assembly Systems,” IIE Transactions on Quality and Reliability Engineering, V37(6), 493-508.
  45. Zhou, S. and Jin, J. (2005), “Automatic Feature Selection for Unsupervised Clustering of Cycle-based Signals in Manufacturing Processes,” IIE Transactions on Quality and Reliability Engineering, V37, 569-584.
  46. Zhou, S., Jin, N., and Jin, J. (2005), “Cycle-Based Signal Monitoring Using a Directionally Variant Multivariate Control Chart System,” IIE Transactions on Quality and Reliability Engineering, V37(11), 971-982. 
  47. Jin, J. and Shi, J. (2005), “Press Tonnage Signal Decomposition and Validation Analysis for Transfer or Progressive Die Processes,” Journal of Manufacturing Science and Engineering, V127(1), 231-235.
  48. Ceglarek, D. and Jin, J. (2004), “Introduction: Modeling and analysis for complex production systems. Position Statement,” International Journal of Flexible Manufacturing Systems, V16 (1), 5-9.
  49. Jin, J. (2004), “Individual Station Monitoring Using Press Tonnage Sensors for Multiple Operation Stamping Processes,” ASME Transactions, Journal of Manufacturing Science and Engineering, V126 (1), 83-90.
  50. Jin, J. and Ding, Y. (2004), “Online Automatic Process Control Using Observable Noise Factors for Discrete-part Manufacturing,” IIE Transactions on Quality and Reliability Engineering, V36 (9), 899-911 (Also selected by IIE Solutions as a feature paper in Vol. 36 (9). [Awarded the IIE Transactions Best Paper Award in 2006].
  51. Chen, Y., Jin, J., and Shi, J. (2004), “Integration of Dimensional Quality and Locator Reliability in Design and Evaluation of Multi-station Body-In-White Assembly Processes,” IIE Transactions on Quality and Reliability Engineering, V36 (9), 827-839.
  52. Jin, J. and Guo, H. (2003), “ANOVA Method for Variance Component Decomposition and Diagnosis in Batch Manufacturing Processes,” International Journal of Flexible Manufacturing Systems, V15 (2), 167-186.
  53. Chen, Y. and Jin, J. (2003), “Cost-Variability-Sensitive Preventive Maintenance Considering Management Risk,” IIE Transactions on Quality and Reliability Engineering, V35 (12), 1091-1101. (Also selected by IIE Solutions as a feature paper published in Vol. 35 (12), 2003. [Awarded the IIE Transactions Best Paper Award in 2005].
  54. Ding, Y., Kim, P., Ceglarek, D., and Jin, J. (2003), “Optimal Sensor Distribution for Variation Diagnosis in Multistation Assembly Processes,” IEEE Transactions on Robotics and Automation, V19 (4), 543-556.
  55. Jin, J. and Chen, Y. (2001), “Quality and Reliability Information Integration for Design Evaluation of Fixture System Reliability,” Quality and Reliability Engineering International, V17, 355-372.
  56. Jin, J. and Shi, J. (2001), “Automatic Feature Extraction of Waveform Signals for In-Process Diagnostic Performance Improvement,” Journal of Intelligent Manufacturing, V12(3), 257-268.
  57. Jin, J. and Shi, J. (2000), “Diagnostic Feature Extraction from Stamping Tonnage Signals Based on Design of Experiments,” ASME Transactions, Journal of Manufacturing Science and Engineering, V122 (2), 360-369.
  58. Jin, J. and Shi, J. (1999), “State-Space Modeling of Sheet Metal Assembly for Dimensional Control,” ASME Transactions, Journal of Manufacturing Science and Engineering, V121 (4), 756-762.
  59. Jin, J. and Shi, J. (1999), “Feature-Preserving Data Compression of Stamping Tonnage Information Using Wavelets,” Technometrics, V41(4), 327-339.
  60. Ganesan, R., Jin, J., and Sankar, T. S. (1995), “A Classifier Neural Network for Rotordynamic Systems,” Mechanical Systems and Signal Processing, V9 (4), 397-414.
  61. Jin, J., Zhong, B., and Huang, R. (1993), “Approximation of Nonlinear Functions Using Functional Neural Networks,” Journal of Southeast University, China, V23 (11), 74-79.
  62. Jin, J. (1991), “Continuous Function Approximation Using Block-Pulse Functions,” Journal of Southeast University, China, V21 (2), 22-30.
  63. Jin, J., Yang, X., and Tong, B. (1989), “Automatic Detection of Abnormal Data in Dynamic Measurement Systems Using Fuzzy Logic,” Journal of Southeast University, China, V5(2), 49-45 (Best paper award).
  64. Yang, X., Jin, J., and Tong, B. (1988), “Bispectrum Analysis of Nonlinear Modulation Functions,” Journal of Southeast University, China, V18 (2), 1-8.