| A novel reinforcement learning-based hyper-heuristic for heterogeneous vehicle routing problem W Qin, Z Zhuang, Z Huang, H Huang Computers & Industrial Engineering 156, 107252, 2021 | 101 | 2021 |
| An improved ant colony algorithm for dynamic hybrid flow shop scheduling with uncertain processing time W Qin, J Zhang, D Song Journal of Intelligent Manufacturing 29, 891-904, 2018 | 91 | 2018 |
| Intelligent fault diagnosis of rolling bearing using one-dimensional multi-scale deep convolutional neural network based health state classification Z Zilong, Q Wei 2018 IEEE 15th International conference on networking, sensing and control …, 2018 | 91 | 2018 |
| A deep learning method for bearing fault diagnosis through stacked residual dilated convolutions Z Zhuang, H Lv, J Xu, Z Huang, W Qin Applied Sciences 9 (9), 1823, 2019 | 90 | 2019 |
| A two-stage ant colony algorithm for hybrid flow shop scheduling with lot sizing and calendar constraints in printed circuit board assembly W Qin, Z Zhuang, Y Liu, O Tang Computers & Industrial Engineering 138, 106115, 2019 | 69 | 2019 |
| An adaptive fault detection and root-cause analysis scheme for complex industrial processes using moving window KPCA and information geometric causal inference Y Sun, W Qin, Z Zhuang, H Xu Journal of Intelligent Manufacturing 32, 2007-2021, 2021 | 67 | 2021 |
| Vulnerability of the worldwide air transportation network to global catastrophes such as COVID-19 Y Zhou, T Kundu, W Qin, M Goh, JB Sheu Transportation research Part E: Logistics and transportation review 154, 102469, 2021 | 64 | 2021 |
| Remaining useful life prediction for lithium-ion batteries using particle filter and artificial neural network W Qin, H Lv, C Liu, D Nirmalya, P Jahanshahi Industrial Management & Data Systems 120 (2), 312-328, 2020 | 63 | 2020 |
| Optimization for integrated scheduling of intelligent handling equipment with bidirectional flows and limited buffers at automated container terminals Z Zhuang, Z Zhang, H Teng, W Qin, H Fang Computers & Operations Research 145, 105863, 2022 | 45 | 2022 |
| An assessment model for RFID impacts on prevention and visibility of inventory inaccuracy presence W Qin, RY Zhong, HY Dai, ZL Zhuang Advanced Engineering Informatics 34, 70-79, 2017 | 41 | 2017 |
| Multiple-objective scheduling for interbay AMHS by using genetic-programming-based composite dispatching rules generator W Qin, J Zhang, Y Sun Computers in Industry 64 (6), 694-707, 2013 | 41 | 2013 |
| A multiphase information fusion strategy for data-driven quality prediction of industrial batch processes YN Sun, W Qin, HW Xu, RZ Tan, ZL Zhang, WT Shi Information Sciences 608, 81-95, 2022 | 34 | 2022 |
| Multi-agent reinforcement learning-based dynamic task assignment for vehicles in urban transportation system W Qin, YN Sun, ZL Zhuang, ZY Lu, YM Zhou International Journal of Production Economics 240, 108251, 2021 | 34 | 2021 |
| A causal model-inspired automatic feature-selection method for developing data-driven soft sensors in complex industrial processes YN Sun, W Qin, JH Hu, HW Xu, PZH Sun Engineering 22, 82-93, 2023 | 33 | 2023 |
| Data-driven modeling and analysis based on complex network for multimode recognition of industrial processes YN Sun, ZL Zhuang, HW Xu, W Qin, MJ Feng Journal of Manufacturing Systems 62, 915-924, 2022 | 32 | 2022 |
| The impact of network topology on air transportation robustness to pandemics Y Zhou, S Li, T Kundu, X Bai, W Qin IEEE Transactions on Network Science and Engineering 8 (3), 2249-2261, 2021 | 31 | 2021 |
| A framework of multi-agent based intelligent production logistics system Z Lu, Z Zhuang, Z Huang, W Qin Procedia CIRP 83, 557-562, 2019 | 30 | 2019 |
| Network-based dynamic dispatching rule generation mechanism for real-time production scheduling problems with dynamic job arrivals Z Zhuang, Y Li, Y Sun, W Qin, ZH Sun Robotics and Computer-Integrated Manufacturing 73, 102261, 2022 | 29 | 2022 |
| Nonparametric-copula-entropy and network deconvolution method for causal discovery in complex manufacturing systems Y Sun, W Qin, Z Zhuang Journal of Intelligent Manufacturing, 1-15, 2022 | 27 | 2022 |
| An effective approach for causal variables analysis in diesel engine production by using mutual information and network deconvolution W Qin, D Zha, J Zhang Journal of Intelligent Manufacturing 31, 1661-1671, 2020 | 27 | 2020 |