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Haifeng Wang, PH.D.

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Selected Journal Publications

  1. Q. Zhang, H. Wang, and S. Yoon, "A 1-norm linear programming nonparallel hyperplane support vector machine for pattern classification," Neurocomputing, 376 (1), 2020.
  2. H. Lu, H. Wang, S. Yoon, and, D. Won, "Real-time stencil printing process optimization using a hybrid multi-layer online sequential extreme learning machine and evolutionary search approach," IEEE Transactions on Components, Packaging, and Manufacturing Technology, 9 (12), 2019.
  3. H. Wang, D. Won, and S. Yoon, "A deep separable neural network for human tissue identification in three-dimensional optical coherence tomography images," IISE Transactions on Healthcare Systems Engineering, 9 (3), 2019.
  4. H. Dauod, D. M Serhan, H. Wang, N. Khader, S. Yoon, and K. Srihari, "Robust optimization and receding horizon control strategy to enhance replenishment planning of pharmacy robotic dispensing systems," Robotics and Computer Integrated Manufacturing, 59, 2019.
  5. H. Lu, H. Wang, and S. Yoon, "A dynamic gradient boosting machine using genetic optimizer for practical breast cancer prognosis," Expert Systems with Applications, 116, 2019.
  6. H. Wang, B. Zheng, S. Yoon, and H. Ko, "A support vector machine-based ensemble algorithm for breast cancer diagnosis," European Journal of Operational Research, 267 (2), 2018.
  7. H. Wang, H. Dauod, N. Khader, S. Yoon, and K. Srihari, "Multi-objective planogram optimization using association rule mining and evolutionary algorithms for robotic dispensing system," International Journal of Computer Integrated Manufacturing, 31 (8), 2018.
  8. H. Wang, T. He, and S. Yoon, "Recurrent neural network-based stencil cleaning cycle predictive modeling," Procedia Manufacturing, 17, 2018.
  9. T. He, H. Wang, and S. Yoon, "Comparison of four population-based meta-heuristic algorithms on pick-and-place optimization," Procedia Manufacturing, 17, 2018.
  10. H. Dauod, H. Wang, N. Khader, S. Yoon, and K. Srihari, "Real-time dispenser replenishment optimization based on receding horizon control," Procedia Manufacturing, 11, 2017.

Selected Conference Proceedings (Fully Refereed)

  1. H. Wang, Q. Zhang, H. Lu, D. Won, and S. Yoon, "3D medical image classification with depthwise separable networks,'' 25th International Conference on Production Research Manufacturing Innovation: Cyber Physical Manufacturing, accepted.
  2. Q. Zhang, H. Wang, D. Won, S. Yoon, "Lung nodule diagnosis on 3D computed tomography images using deep convolutional neural networks,'' 25th International Conference on Production Research Manufacturing Innovation: Cyber Physical Manufacturing, accepted.
  3. H. Wang, H. Lu, D. Won, S. Yoon, "A boosting-based intelligent model for stencil cleaning prediction in surface mount technology,'' 29th International Conference on Flexible Automation and Intelligent Manufacturing, accepted.
  4. H. Lu, H. Wang, S. Yoon, D. Won, "Dynamic predictive modeling of solder paste volume with real time memory update in a stencil printing process,'' 29th International Conference on Flexible Automation and Intelligent Manufacturing, accepted.
  5. H. Lu, H. Wang, Q. Zhang, S. Yoon, and D. Won, "A 3D convolutional neural network for volumetric image semantic segmentation,'' 25th International Conference on Production Research Manufacturing Innovation: Cyber Physical Manufacturing, accepted.
  6. A. Assemi, S. Yoon, and H. Wang, "A random forest-based model for anticipatory freight selection and long-haul consolidation,'' 2019 IISE Annual Conference, accepted.
  7. H. Lu, H. Wang, Q. Zhang, D. Won, and S. Yoon, "A dual-tree complex wavelet transform based convolutional neural network for human thyroid OCT image segmentation," in Sixth IEEE International Conference on Healthcare Informatics, New York, NY, 4-7 June, 2018.
  8. Q. Zhang, H. Wang, H. Lu, D. Won, and S. Yoon, "Medical image synthesis with generative adversarial networks for tissue recognition," in Sixth IEEE International Conference on Healthcare Informatics, New York, NY, 4-7 June, 2018.
  9. H. Wang and S. Yoon, A machine learning model for medical image recognition using texture-based features, in Proceedings of the 2017 Industrial and Systems Engineering Research Conference, Pittsburgh, PA, 20-23 May, 2017.
  10. H. Lu, H. Wang, and S. Yoon, "Real time credit card default classification using adaptive boosting-based online learning algorithm," in Proceedings of the 2017 Industrial and Systems Engineering Research Conference, Pittsburgh, PA, 20-23 May, 2017.
  11. Q. Zhang, H. Wang, and S. Yoon, "A hierarchical feature selection model using clustering and recursive elimination methods," in Proceedings of the 2017 Industrial and Systems Engineering Research Conference, Pittsburgh, PA, 20-23 May, 2017.
  12. H. Wang, H. Dauod, N. Khader, S. Yoon, and K. Srihari, "Parallel machine planogram optimization in mail-order pharmacy systems," in Proceedings of the 26th International Conference on Flexible Automation and Intelligent Manufacturing, Seoul, Republic of Korea, 27 - 30 June, 2016.
  13. H. Wang and S. Yoon, "Drug dispenser replenishment optimization via mixed integer programming in central fill pharmacy systems," in Proceedings of the 2016 Industrial and Systems Engineering Research Conference, Anaheim, CA, 21 - 24 May, 2016.
  14. H. Wang, D. M Serhan, and S. Yoon, "Collation delay optimization using discrete event simulation in mail-order pharmacy automation systems," in Proceedings of the 2016 Industrial and Systems Engineering Research Conference, Anaheim, CA, 21 - 24 May, 2016.
  15. S. Tutun, H. Wang, Z. Liu, M. F. Yıldırım, and S. Khanmohammadi, "An agent based approach for understanding complex terrorism behaviors," in Proceedings of the 2016 Industrial and Systems Engineering Research Conference, Anaheim, CA, 21 - 24 May, 2016.
  16. L. He, H. Wang, and C. Chou, "A two-stage priority based surgery scheduling method considering operating room specialties," in Proceedings of the 2016 Industrial and Systems Engineering Research Conference, Anaheim, CA, 21 - 24 May, 2016.
  17. H. Wang and S. Yoon, "Breast cancer prediction using data mining method," in Proceedings of the 2015 Industrial and Systems Engineering Research Conference, Nashville, TN, 30 May - 2 June, 2015.
  18. Y. Li and C. Chou and H. Wang, "A machine learning based intelligent system for diagnosis and treatment," in Proceedings of the 2015 Industrial and Systems Engineering Research Conference, Nashville, TN, 30 May - 2 June, 2015.
  19. H. Wang and S. Yoon, "Evaluation and optimization of automatic drug dispensing/filling system," in Proceedings of the 3rd Annual World Conference of the Society for Industrial and Systems Engineering, San Antonio, Texas, October 19 - 22, 2014.
  20. W. Cao, C. Ha, H. Wang, and Z. Gao, "Solar cell manufacturing process optimization using layout-based discrete event simulation," in Proceedings of the 2014 Industrial and Systems Engineering Research Conference, Montreal, Canada, May 31 - June 3, 2014.