Journal publications

• Li, Baorui; Wang, Yi; Wang, Kesheng; Yang, Jinghui. (2019) Application of CNN Deep Learning in Product Design Evaluation. Lecture Notes in Electrical Engineering. vol. 484.
• Li, Zhe; Li, Jingyue; Wang, Yi; Wang, Kesheng. (2019) A deep learning approach for anomaly detection based on SAE and LSTM in mechanical equipment. The International Journal of Advanced Manufacturing Technology. vol. 103 (1-4).
• Li, Zhe; Wang, Yi; Wang, Kesheng. (2019) A data-driven method based on deep belief networks for backlash error prediction in machining centers. Journal of Intelligent Manufacturing.
• Li, Zhe; Wang, Yi; Wang, Kesheng. (2019) A deep learning driven method for fault classification and degradation assessment in mechanical equipment. Computers in industry (Print). vol. 104.
• Li, Zhe; Wang, Yi; Wang, Kesheng; Li, Jingyue. (2019) HDPS-BPSO Based Predictive Maintenance Scheduling for Backlash Error Compensation in a Machining Center. Lecture Notes in Electrical Engineering. vol. 484.
• Wang, Chen; Wang, Yi; Wang, Kesheng; Yang, Yang; Tian, Yingzhong. (2019) An improved biogeography/complex algorithm based on decomposition for many-objective optimization. International Journal of Machine Learning and Cybernetics. vol. 10 (8).
• Wang, Yi; Wang, Kesheng; Dai, Guohong. (2019) Cognitive Maintenance for High-End Equipment and Manufacturing. Lecture Notes in Electrical Engineering. vol. 484.
• Yuan, Jin; Wang, Yi; Wang, Kesheng. (2019) LSTM Based Prediction and Time-Temperature Varying Rate Fusion for Hydropower Plant Anomaly Detection: A Case Study. Lecture Notes in Electrical Engineering. vol. 484.
• Chirici, Lapo; Wang, Kesheng. (2018) Big Data Analysis in Click Prediction. Lecture Notes in Electrical Engineering. vol. 451.
• Li, Baorui; Wang, Yi; Wang, Kesheng; Yang, Jinghui; Liu, Lilan. (2018) A Study on a Novel Application of Eye Tracking Technology in Product Customization. Lecture Notes in Electrical Engineering. vol. 451.
• Ma, Haishu; Wang, Yi; Wang, Kesheng. (2018) Automatic detection of false positive RFID readings using machine learning algorithms. Expert systems with applications. vol. 91.
• Ma, Haishu; Yang, Jinghui; Wang, Kesheng. (2018) A RFID Based Solution for Managing the Order-Picking Operation in Warehouse. Lecture Notes in Electrical Engineering. vol. 451.
• Wang, Kesheng; Wang, Yi. (2018) How AI Affects the Future Predictive Maintenance: A Primer of Deep Learning. Lecture Notes in Electrical Engineering. vol. 451.
• Yu, Quan; Wang, Kesheng; Strandhagen, Jan Ola; Wang, Yi. (2018) Application of Long Short-Term Memory Neural Network to Sales Forecasting in Retail—A Case Study. Lecture Notes in Electrical Engineering. vol. 451.
• Yuan, Jin; Wang, Kesheng; Wang, Yi. (2018) Deep Learning Approach to Multiple Features Sequence Analysis in Predictive Maintenance. Lecture Notes in Electrical Engineering. vol. 451.
• Li, Baorui; Wang, Yi; Wang, Kesheng. (2017) A novel method for the evaluation of fashion product design based on data mining. Advances in Manufacturing. vol. 5 (4).
• Li, Zhe; Wang, Yi; Wang, Kesheng. (2017) Intelligent predictive maintenance for fault diagnosis and prognosis in machine centers: Industry 4.0 scenario. Advances in Manufacturing. vol. 5 (4).
• Ma, Haishu; Wang, Kesheng. (2017) Fusion of RSS and Phase Shift Using the Kalman Filter for RFID Tracking. IEEE Sensors Journal. vol. 17 (11).
• Ma, Haishu; Wang, Yi; Wang, Kesheng; Ma, Zongzheng. (2017) The optimization for hyperbolic positioning of UHF passive RFID tags. IEEE Transactions on Automation Science and Engineering. vol. 14 (4).
• Wang, Chen; Wang, Yi; Wang, Kesheng; Dong, Yao; Yang, Yang. (2017) An Improved Hybrid Algorithm Based on Biogeography/Complex and Metropolis for Many-Objective Optimization. Mathematical problems in engineering. vol. 2017.