Browse by Current Cardiff authors

Guo, Xin, Huang, Zechuan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Zhao, Wu and Yu, Zeyuan 2023. Harnessing multi-domain knowledge for user-centric product conceptual design. Journal of Computing and Information Science in Engineering 23 (6) , 060807. 10.1115/1.4062456

Wang, Shixuan, Syntetos, Aris A. ORCID: https://orcid.org/0000-0003-4639-0756, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Di Cairano-Gilfedder, Carla and Naim, Mohamed M. ORCID: https://orcid.org/0000-0003-3361-9400 2023. Improving automotive garage operations by categorical forecasts using a large number of variables. European Journal of Operational Research 306 (2) , pp. 893-908. 10.1016/j.ejor.2022.06.062

Li, Yixin, Hu, Fu, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Ryan, Michael ORCID: https://orcid.org/0000-0002-8104-0121 and Wang, Ray 2023. A hybrid model compression approach via knowledge distillation for predicting energy consumption in additive manufacturing. International Journal of Production Research 10.1080/00207543.2022.2160501 Item availability restricted.

Jiang, Yiwei, Guo, Xin, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Zhao, Wu 2023. Knowledge-based design: a function-knowledge reasoning model for product conceptual design. Kyratsis, Panagiotis, Manavis, Athanasios and Davim, J. Paulo, eds. Computational Design and Digital Manufacturing, Management and Industrial Engineering, pp. 119-139. (10.1007/978-3-031-21167-6_6)

Huang, Zechuan, Guo, Xin, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Zhao, Wu and Zhang, Kai 2023. A smart conflict resolution model using multi-layer knowledge graph for conceptual design. Advanced Engineering Informatics 55 , 101887. 10.1016/j.aei.2023.101887 Item availability restricted.

Chen, Chong, Wang, Tao, Zhen, Yu, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Xie, Haojia, Deng, Jianfeng and Cheng, Lianglun 2023. Reinforcement learning-based distant supervision relation extraction for fault diagnosis knowledge graph construction under industry 4.0. Advanced Engineering Informatics 55 , 101900. 10.1016/j.aei.2023.101900 Item availability restricted.

Tang, Junya, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Lin, Kuo-yi and Li, Li 2023. Process bottlenecks identification and its root cause analysis using fusion-based clustering and knowledge graph. Advanced Engineering Informatics 55 , 101862. 10.1016/j.aei.2022.101862 Item availability restricted.

Yang, Bai, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Chen, Wei 2023. A twin data-driven approach for user-experience based design innovation. International Journal of Information Management 68 , 102595. 10.1016/j.ijinfomgt.2022.102595

Tong, Yanzhang, Liang, Yan, Spasic, Irena ORCID: https://orcid.org/0000-0002-8132-3885, Hicks, Yulia ORCID: https://orcid.org/0000-0002-7179-4587, Hu, Huicong and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. A data-driven approach for integrating hedonic quality and pragmatic quality in user experience modelling. Journal of Computing and Information Science in Engineering 22 (6) , 061002. 10.1115/1.4054155

Hejazi, Shahd, Packianather, Michael ORCID: https://orcid.org/0000-0002-9436-8206 and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. Novel preprocessing of multimodal condition monitoring data for classifying induction motor faults using deep learning methods. Presented at: IEEE 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security (iSSSC), Gunupur, Odisha, India, 15-17 December 2022. Proceedings of 2nd International Symposium on Sustainable Energy, Signal Processing and Cyber Security. IEEE, pp. 1-6. 10.1109/iSSSC56467.2022.10051321

Lian, Xiaozhen, Hou, Liang, Zhang, Wenbo, Yan, Husehng and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. Identifying risky components of display products for redesign considering user attention and failure causality. Soft Computing 10.1007/s00500-022-07660-1 Item availability restricted.

Tang, Min, Zhang, Zhaoqi, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Zhang, Hongwu 2022. Regional-based strategies for municipality carbon mitigation: a case study of Chongqing in China. Energy Reports 8 , pp. 4672-4694. 10.1016/j.egyr.2022.03.135

Chen, Chong, Wang, Tao, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Cheng, Lianglun and Qin, Jian 2022. Spatial-attention-based convolutional transformer for bearing remaining useful life prediction. Measurement Science and Technology 33 (11) , 114001. 10.1088/1361-6501/ac7c5b Item availability restricted.

Chen, Wei, Yang, Bai and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. An integrated QFD and FMEA approach to identify risky components of products. Advanced Engineering Informatics 54 , 101808. 10.1016/j.aei.2022.101808

Tan, Xin, Zhong, Jingshu, Jin, Yu, Liang, Yan, Zheng, Yu and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. Design and research of intelligent QA system for flight crew operating manual. Presented at: International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC-CIE 2022), St. Louis, MO, USA, 14-17 August 2022. 42nd Computers and Information in Engineering Conference (CIE). , vol.2 The American Society of Mechanical Engineers, 10.1115/DETC2022-90768

Yang, Jialu ORCID: https://orcid.org/0000-0003-1463-2677, Liu, Tianyuan ORCID: https://orcid.org/0000-0002-8561-6239, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Morgan, Phillip ORCID: https://orcid.org/0000-0002-5672-0758 2022. Review of human-machine interaction towards industry 5.0: human-centric smart manufacturing. Presented at: International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC-CIE 2022), St. Louis, MO, USA, 14-17 August 2022. 42nd Computers and Information in Engineering Conference (CIE). , vol.2 The American Society of Mechanical Engineers, 10.1115/DETC2022-89711

Li, Zhihang, Tang, Qian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Li, Xiao 2022. A material removal state prediction method based on multi-scale attention mechanism. Presented at: 42nd Computers and Information in Engineering Conference (CIE), St. Louis, USA, 14-17 August, 2022. 42nd Computers and Information in Engineering Conference (CIE). , vol.2 The American Society of Mechanical Engineers, 10.1115/DETC2022-90919

Chen, Yuxuan, Yan, Wei, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Zhang, Hua, Jiang, Zhigang and Zhang, Xumei 2022. A data-driven approach design for carbon emission prediction of machining. Presented at: International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC-CIE 2022), St. Louis, MO, USA, 14-17 August 2022. 42nd Computers and Information in Engineering Conference (CIE). , vol.2 10.1115/DETC2022-90465

Zheng, Yu, Bao, Xiangyu, Zhao, Fei, Chen, Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Sun, Bo and Wang, Haotong 2022. Prediction of remaining useful life using fused deep learning models - a case study of turbofan engines. Journal of Computing and Information Science in Engineering 22 (5) , 054501. 10.1115/1.4054090

Tong, Yanzhang, Liang, Yan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Spasic, Irena ORCID: https://orcid.org/0000-0002-8132-3885 and Hicks, Yulia ORCID: https://orcid.org/0000-0002-7179-4587 2022. Understanding context of use from online customer reviews using BERT. Presented at: IEEE 18th International Conference on Automation Science and Engineering (CASE 2022), Mexico City, Mexico, 20-24 August 2022. 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE). IEEE, 10.1109/CASE49997.2022.9926649

Cheng, Minyang, Wang, Junliang, Zhou, Yaqin, Xu, Chuqiao, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Zhang, Jie 2022. A convolutional neural network with equal-resolution enhancement and gradual attention of features for tiny target detection. Presented at: IEEE 18th International Conference on Automation Science and Engineering (CASE 2022), Mexico City, Mexico, 20-24 August 2022. 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE). IEEE, 10.1109/CASE49997.2022.9926425

You, Yingchao, Ji, Ze ORCID: https://orcid.org/0000-0002-8968-9902, Yang, Xintong ORCID: https://orcid.org/0000-0002-7612-614X and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. From human-human collaboration to human-robot collaboration: automated generation of assembly task knowledge model. Presented at: 27th IEEE International Conference on Automation and Computing (ICAC2022), Bristol, UK, 1-3 Sept 2022. 2022 27th International Conference on Automation and Computing (ICAC). IEEE, 10.1109/ICAC55051.2022.9911131

Hu, Huicong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Guo, Xin and Fu, Chuan 2022. A conceptual design specification based on user aesthetic information analysis and product functional reasoning. Machines 10 (10) , 868. 10.3390/machines10100868

Yan, Wei, Lu, Chenxun, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Zhang, Xumei and Zhang, Hua 2022. An energy data-driven approach for operating status recognition of machine tools based on deep learning. Sensors 22 (17) , 6628. 10.3390/s22176628

Hu, Huicong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Lu, Wen Feng and Guo, Xin 2022. A knowledge-based approach towards representation and archiving of aesthetic information for product conceptual design. Journal of Computing and Information Science in Engineering 22 (4) , 041011. 10.1115/1.4053674 Item availability restricted.

Hu, Huicong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Lu, Wen Feng and Guo, Xin 2022. A quantitative aesthetic measurement method for product appearance design. Advanced Engineering Informatics 53 , 101644. 10.1016/j.aei.2022.101644

Chen, Chong, Wu, Dazhong and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. Recent advances of AI for engineering service and maintenance. Autonomous Intelligent Systems 2 (1) , 19. 10.1007/s43684-022-00038-y

Fu, Huibin and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. A deep learning-based approach for electrical equipment remaining useful life prediction. Autonomous Intelligent Systems 2 , 16. 10.1007/s43684-022-00034-2

Ma, Shuai, Tang, Qian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Feng, Qixiang 2022. Prediction of mechanical properties of 3d printed lattice structures through machine learning. Journal of Computing and Information Science in Engineering 22 (3) , 031008. 10.1115/1.4053077

Li, Yixin, Hu, Fu, Ryan, Michael ORCID: https://orcid.org/0000-0002-8104-0121, Wang, Ray and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. Knowledge distillation for energy consumption prediction in additive manufacturing. Presented at: 14th IFAC Workshop on Intelligent Manufacturing Systems (IMS 2022), Tel-Aviv, Israel, 28-30 March 2022. IFAC-PapersOnLine. IFAC-PapersOnLine. , vol.55(2) Elsevier, pp. 390-395. 10.1016/j.ifacol.2022.04.225

Lambay, Arsalan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Ji, Ze ORCID: https://orcid.org/0000-0002-8968-9902 and Morgan, Phillip ORCID: https://orcid.org/0000-0002-5672-0758 2022. Effects of demographic factors for fatigue detection in manufacturing. Presented at: 14th IFAC Workshop on Intelligent Manufacturing Systems (IMS 2022), Tel-Aviv, Israel, 28-30 March 2022. IFAC-PapersOnLine. IFAC-PapersOnLine. , vol.55(2) Elsevier, pp. 528-533. 10.1016/j.ifacol.2022.04.248

Wu, Bo, Zhao, Wu, Hu, Huicong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lv, Junjie 2022. Conceptual design of intelligent manufacturing equipment based on a multi-source heterogeneous requirement mapping method. Presented at: 14th IFAC Workshop on Intelligent Manufacturing Systems (IMS 2022), Tel-Aviv, Israel, 28-30 March 2022. IFAC-PapersOnLine. IFAC-PapersOnLine. , vol.55(2) Elsevier, pp. 475-480. 10.1016/j.ifacol.2022.04.239

Zhao, Yunming, Li, Li, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Fan, Yuxi and Lin, Kuo-Yi 2022. Communication-efficient federated learning for digital twin systems of industrial internet of things. Presented at: 14th IFAC Workshop on Intelligent Manufacturing Systems (IMS 2022), Tel-Aviv, Israel, 28-30 March 2022. IFAC-PapersOnLine. IFAC-PapersOnLine. , vol.55(2) Elsevier, pp. 433-438. 10.1016/j.ifacol.2022.04.232

Qin, Jian, Hu, Fu, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Witherell, Paul, Wang, Charlie C.L., Rosen, David W., Simpson, Timothy, Lu, Yan and Tang, Qian 2022. Research and application of machine learning for additive manufacturing. Additive Manufacturing 52 , 102691. 10.1016/j.addma.2022.102691

Wang, Shuai, Hui, Jizhuang, Zhu, Bin and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. Adaptive genetic algorithm based on fuzzy reasoning for the multilevel capacitated lot-sizing problem with energy consumption in synchronizer production. Sustainability 14 (9) , 5072. 10.3390/su14095072

Guo, Xin, Jiang, Yiwei and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. Conceptual design for innovation: a knowledge-based approach. Kyratsis, Panagiotis, Efkolidis, Nikolaos and Davim, J. Paolo, eds. Advances in Product Design Engineering, Springer, pp. 179-198. (10.1007/978-3-030-98124-2_8)

Hu, Huicong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lu, Wen Feng 2022. Establishing product appearance specifications with the identification of user aesthetic needs in product conceptual design. Kyratsis, Panagiotis, Efkolidis, Nikolaos and Davim, J. Paolo, eds. Advances in Product Design Engineering, Springer, pp. 199-217. (10.1007/978-3-030-98124-2_9)

Yan, Zhiqiang, Huang, Jian, Lv, Jingxiang, Hui, Jizhuang, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Zhang, Hao, Yin, Enhuai and Liu, Qingtao ORCID: https://orcid.org/0000-0001-9319-5940 2022. A new method of predicting the energy consumption of additive manufacturing considering the component working state. Sustainability 14 (7) , 3757. 10.3390/su14073757

You, Yingchao, Chen, Chong, Hu, Fu, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Ji, Ze ORCID: https://orcid.org/0000-0002-8968-9902 2022. Advances of digital twins for predictive maintenance. Presented at: 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2021), Linz, Austria, 17-19 November 2021. , vol.200 Procedia Computer Science, Vol 200: pp. 1471-1480. 10.1016/j.procs.2022.01.348

Wan, Yuwei, Chen, Zheyuan, Hu, Fu, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Packianather, Michael ORCID: https://orcid.org/0000-0002-9436-8206 and Wang, Rui 2022. Exploiting knowledge graph for multi-faceted conceptual modelling using GCN. Presented at: 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2021), Linz, Austria, 17-19 November 2021. , vol.200 Procedia Computer Science, Vol 200, pp. 1174-1183. 10.1016/j.procs.2022.01.317

Yu, Zeyuan, Zhao, Wu, Guo, Xin, Hu, Huicong, Fu, Chuan and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2022. Multi-indicators decision for product design solutions: a TOPSIS-MOGA integrated model. Processes 10 (2) , 303. 10.3390/pr10020303

Zhao, Kai, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Ming, Wenlong ORCID: https://orcid.org/0000-0003-1780-7292, Zhou, Yue ORCID: https://orcid.org/0000-0002-6698-4714 and Wu, Jianzhong ORCID: https://orcid.org/0000-0001-7928-3602 2022. Digital twin-driven estimation of state of charge for Li-ion battery. Presented at: IEEE International Energy Conference (ENERGYCON 2022), Riga, Latvia, 09-12 May 2022. Proceedings of 2022 IEEE 7th International Energy Conference (ENERGYCON). IEEE, 10.1109/ENERGYCON53164.2022.9830324

Chen, Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Sun, Xianfang, Cairano-Gilfedder, Carla Di and Titmus, Scott 2021. An integrated deep learning-based approach for automobile maintenance prediction with GIS data. Reliability Engineering and System Safety 216 , 107919. 10.1016/j.ress.2021.107919

Chen, Zheyuan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Valera Medina, Agustin ORCID: https://orcid.org/0000-0003-1580-7133 and Robinson, Fiona 2021. Multi-sourced modelling for strip breakage using knowledge graph embeddings. Presented at: 54th CIRP Conference on Manufacturing Systems (CMS 2021), Virtual, 22-24 September 2021. 54th CIRP CMS 2021 - Towards Digitalized Manufacturing 4.0. , vol.104 Elsevier, pp. 1884-1889. 10.1016/j.procir.2021.11.318

Hu, Fu, Qin, Jian, Li, Yixin, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Sun, Xianfang ORCID: https://orcid.org/0000-0002-6114-0766 2021. Deep fusion for energy consumption prediction in additive manufacturing. Presented at: 54th CIRP Conference on Manufacturing Systems (CMS 2021), Virtual, 22-24 September 2021. 54th CIRP CMS 2021 - Towards Digitalized Manufacturing 4.0. Procedia CIRP , vol.104 Elsevier, pp. 1878-1883. 10.1016/j.procir.2021.11.317

Tong, Yanzhang, Liang, Yan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Hicks, Yulia ORCID: https://orcid.org/0000-0002-7179-4587 and Spasic, Irena ORCID: https://orcid.org/0000-0002-8132-3885 2021. Integrating hedonic quality for user experience modelling. Presented at: ASME IDETC/CIE 2021, Virtual, 17-20 August 2021. 41st Computers and Information in Engineering Conference (CIE) Proceedings. , vol.2 ASME, 10.1115/DETC2021-69781

Ma, Shuai, Tang, Qian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Feng, Qixiang 2021. Predicting mechanical properties of 3D printed lattice structures. Presented at: ASME IDETC/CIE 2021, Virtual, 17-20 August 2021. ASME 2021 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASME, V002T02A053. 10.1115/DETC2021-70249

Guo, Xin, Zhao, Wu, Hu, Huicong, Li, Li, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Wang, Jie and Zhang, Kai 2021. A smart knowledge deployment method for the conceptual design of low-carbon products. Journal of Cleaner Production 321 , 128994. 10.1016/j.jclepro.2021.128994

Yang, Jialu ORCID: https://orcid.org/0000-0003-1463-2677, Chen, Zheyuan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Ryan, Michael ORCID: https://orcid.org/0000-0002-8104-0121 2021. Sliding window filter based strip breakage modelling for failure prediction. Presented at: IEEE 17th International Conference on Automation Science and Engineering (CASE 2021), Lyon, France, 23-27 August 2021. 2021 IEEE 17th International Conference on Automation Science and Engineering (CASE). IEEE, pp. 1461-1466. 10.1109/CASE49439.2021.9551660

Lambay, Arsalan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Morgan, Phillip ORCID: https://orcid.org/0000-0002-5672-0758 and Ji, Ze ORCID: https://orcid.org/0000-0002-8968-9902 2021. A data-driven fatigue prediction using recurrent neural networks. Presented at: 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA2021), Ankara, Turkey, 11-13 June 2021. 2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA). IEEE, pp. 1-6. 10.1109/HORA52670.2021.9461377

Zhang, Hua, Zhang, Meihang, Yan, Wei, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Jiang, Zhigang and Li, Shengqiang 2021. Analysis the drivers of environmental responsibility of Chinese auto manufacturing industry based on triple bottom line. Processes 9 (5) , 751. 10.3390/pr9050751

Horváth, Imre, Zeng, Yong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Summers, Joshua 2021. Smart designing of smart systems. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 35 (2) , pp. 129-131. 10.1017/S0890060421000093

Kumar, Manisha, Rich, Nicholas, Kumar, Maneesh ORCID: https://orcid.org/0000-0002-2469-1382 and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2021. Creating highly reliable health care organisations through reverse exchanges. Supply Chain Management 26 (3) , pp. 371-384. 10.1108/SCM-03-2020-0123

Guo, Xin, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Wu, Zhao, Wang, Jie and Chen, Ling 2021. Supporting resilient conceptual design using functional decomposition and conflict resolution. Advanced Engineering Informatics 48 , 101262. 10.1016/j.aei.2021.101262

Qin, Jian, Li, Zhuoqun, Wang, Rui, Li, Li, Yu, Zhe, He, Xun and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2021. Industrial Internet of Learning (IIoL): IIoT based Pervasive Knowledge Network for LPWAN – concept, framework and case studies. CCF Transactions on Pervasive Computing and Interaction 3 , pp. 25-39. 10.1007/s42486-020-00050-2

Wu, Shengli, Xing, Wenting, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Shao, Yimin 2021. Research on dynamic characteristics and identification method of local defect on the roll surface. Engineering Failure Analysis 121 , 105063. 10.1016/j.engfailanal.2020.105063

Li, Yixin, Hu, Fu, Qin, Jian, Ryan, Michael ORCID: https://orcid.org/0000-0002-8104-0121, Wang, Ray and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2021. A hybrid machine learning approach for energy consumption prediction in additive manufacturing. Presented at: 25th International Conference on Pattern Recognition (ICPR 2020), Virtual, 15 January 2021. Pattern Recognition. ICPR International Workshops and Challenges Virtual Event, January 10–15, 2021, Proceedings, Part IV. Lecture Notes in Computer Science/Image Processing, Computer Vision, Pattern Recognition, and Graphics (12664) Springer, pp. 622-636. 10.1007/978-3-030-68799-1_45

Xiao, Yongmao, Yan, Wei, Wang, Ruping, Jiang, Zhigang and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2021. Research on blank optimization design based on low-carbon and low-cost blank process route optimization model. Sustainability 13 (4) , 1929. 10.3390/su13041929

Chen, Zheyuan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Valera-Medina, Agustin ORCID: https://orcid.org/0000-0003-1580-7133, Robinson, Fiona and Packianather, Michael ORCID: https://orcid.org/0000-0002-9436-8206 2021. Multi-faceted modelling for strip breakage in cold rolling using machine learning. International Journal of Production Research 59 (21) , pp. 6347-6360. 10.1080/00207543.2020.1812753

Tang, Junya, Li, Li, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lin, Kuo-yi 2021. Automatic identification of bottleneck tasks for business process management using fusion-based text clustering. Presented at: 17th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2021), Budapest, Hungary, 7-9 June 2021. IFAC-PapersOnLine. Elsevier, 54(1), pp. 1200-1205. 10.1016/j.ifacol.2021.08.142

Ma, Shuai, Tang, Qian, Han, Xiaoxiao, Feng, Qixiang, Song, Jun, Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Liu, Yang ORCID: https://orcid.org/0000-0001-9319-5940, Goulas, Athanasios, S. Engstrøm, Daniel, Tse, YauYau and Zhen, Ni 2020. Manufacturability, mechanical properties, mass-transport properties and biocompatibility of Triply Periodic Minimal Surface (TPMS) scaffolds fabricated by selective laser melting. Materials and Design 195 , 109034. 10.1016/j.matdes.2020.109034

Chen, Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Sun, Xianfang ORCID: https://orcid.org/0000-0002-6114-0766, Di Cairano-Gilfedder, Carla and Titmus, Scott 2020. Automobile maintenance modelling using gcForest. Presented at: 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Virtual, 20-24 August 2020. 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE). IEEE, pp. 600-605. 10.1109/CASE48305.2020.9216745

Dai, Chunyan, Tang, Min, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, He, Jijiang, Yang, Zhongqing and Yang, Ying 2020. Designing smart energy network ecosystem for integrated energy services in urban areas. Presented at: IEEE 16th International Conference on Automation Science and Engineering (CASE 2020), Virtual, 20-21 August 2020. 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE). IEEE, pp. 305-310. 10.1109/CASE48305.2020.9216903

Hu, Fu, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Qin, Jian, Sun, Xianfang ORCID: https://orcid.org/0000-0002-6114-0766 and Witherell, Paul 2020. Feature-level data fusion for energy consumption analytics in additive manufacturing. Presented at: 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Virtual, 20-24 August 2020. 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE). IEEE, pp. 612-617. 10.1109/CASE48305.2020.9216947

Zhang, Zelin, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Hu, Qi, Zhang, Zhiwei and Liu, Yang ORCID: https://orcid.org/0000-0001-9319-5940 2020. Competitive voting-based multi-class prediction for ore selection. Presented at: 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Virtual, 20-24 August 2020. 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE). IEEE, pp. 514-519. 10.1109/CASE48305.2020.9217017

Chen, Zheyuan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Valera Medina, Agustin ORCID: https://orcid.org/0000-0003-1580-7133 and Robinson, Fiona 2020. A multi-source feature-level fusion approach for predicting strip breakage in cold rolling. Presented at: 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), Virtual, 20-24 August 2020. 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE). IEEE, pp. 482-487. 10.1109/CASE48305.2020.9216854

Oliff, Harley ORCID: https://orcid.org/0000-0003-4154-8737, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Kumar, Maneesh ORCID: https://orcid.org/0000-0002-2469-1382 and Williams, Michael 2020. The ethical use of human data for smart manufacturing: an analysis and discussion. Procedia CIRP 93 , pp. 1364-1369. 10.1016/j.procir.2020.06.001

Ma, Shuai, Tang, Qian, Feng, Qixiang, Song, Jun, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544 2020. An investigation of the porosity effects on the mechanical properties and the failure modes of Ti–6Al–4V Schwarz primitive structures. Presented at: SDM-2020: 7th International Conference on Sustainable Design and Manufacturing, 9-11 September 2020. Published in: Scholz, Steffen G., Howlett, Robert J. and Setchi, Rossi eds. Sustainable Design and Manufacturing 2020: Proceedings of the 7th International Conference on Sustainable Design and Manufacturing (KES-SDM 2020). Smart Innovation, Systems and Technologies , vol.200 Springer, pp. 173-181. 10.1007/978-981-15-8131-1_16

Oliff, Harley ORCID: https://orcid.org/0000-0003-4154-8737, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Kumar, Maneesh ORCID: https://orcid.org/0000-0002-2469-1382 and Williams, Michael 2020. Improving human-robot-interaction utilizing learning and intelligence: a human factors-based approach. IEEE Transactions on Automation Science and Engineering 17 (3) , pp. 1597-1610. 10.1109/TASE.2020.2967093

Oliff, Harley ORCID: https://orcid.org/0000-0003-4154-8737, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Kumar, Maneesh ORCID: https://orcid.org/0000-0002-2469-1382, Williams, Michael and Ryan, Michael ORCID: https://orcid.org/0000-0002-8104-0121 2020. Reinforcement learning for facilitating human-robot-interaction in manufacturing. Journal of Manufacturing Systems 56 , pp. 326-340. 10.1016/j.jmsy.2020.06.018

Liu, Qiyu ORCID: https://orcid.org/0000-0001-9319-5940, Wang, Kai, Li, Yan and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2020. Data-driven concept network for inspiring designers' idea generation. Journal of Computing and Information Science in Engineering 20 (3) , 031004. 10.1115/1.4046207

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Soroka, Anthony ORCID: https://orcid.org/0000-0002-9738-9352, Han, Liangxiu, Jian, Jin and Tang, Min 2020. Cloud-based big data analytics for customer insight-driven design innovation in SMEs. International Journal of Information Management 51 , 102034. 10.1016/j.ijinfomgt.2019.11.002

Shao, Yanli, Zhu, Huawei, Wang, Rui, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Liu, Yusheng ORCID: https://orcid.org/0000-0001-9319-5940 2020. A simulation data-driven design approach for rapid product optimization. Journal of Computing and Information Science in Engineering 20 (2) , 021008. 10.1115/1.4045527

Chen, Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Wang, Shixuan, Di Cairano-Gilfedder, Carla, Sun, Xianfang ORCID: https://orcid.org/0000-0002-6114-0766, Titmus, Scott and Syntetos, Aris A. ORCID: https://orcid.org/0000-0003-4639-0756 2020. Predictive maintenance using cox proportional hazard deep learning. Advanced Engineering Informatics 44 , 101054. 10.1016/j.aei.2020.101054

Jiang, Zhigang, Ding, Zhouyang, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Wang, Yan, Hu, Xiaoli and Yang, Yihua 2020. A data-driven based decomposition?integration method for remanufacturing cost prediction of end-of-life products. Robotics and Computer-Integrated Manufacturing 61 , p. 101838. 10.1016/j.rcim.2019.101838

Ding, Zhouyang, Jiang, Zhigang, Zhang, Hua, Cai, Wei and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2020. An integrated decision-making method for selecting machine tool guideways considering remanufacturability. International Journal of Computer Integrated Manufacturing 33 (7) , pp. 686-700. 10.1080/0951192X.2018.1550680

Goltsos, Thanos E. ORCID: https://orcid.org/0000-0002-5245-9775, Ponte, Borja, Wang, Shixuan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Naim, Mohamed M. ORCID: https://orcid.org/0000-0003-3361-9400 and Syntetos, Aris A. ORCID: https://orcid.org/0000-0003-4639-0756 2019. The boomerang returns? Accounting for the impact of uncertainties on the dynamics of remanufacturing systems. International Journal of Production Research 57 (23) , pp. 7361-7394. 10.1080/00207543.2018.1510191

Song, Jun, Tang, Qian, Feng, Qixiang, Ma, Shuai, Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Han, Quanquan, Fan, Xiaojie and Zhang, Mengxiang 2019. Effect of heat treatment on microstructure and mechanical behaviours of 18Ni-300 maraging steel manufactured by selective laser melting. Optics and Laser Technology 120 , 105725. 10.1016/j.optlastec.2019.105725

Jiang, Zhigang, Ding, Zhouyang, Zhang, Hua, Cai, Wei and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2019. Data-driven ecological performance evaluation for remanufacturing process. Energy Conversion and Management 198 , 111844. 10.1016/j.enconman.2019.111844

Qin, Jian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Grosvenor, Roger ORCID: https://orcid.org/0000-0001-8942-4640, Lacan, Franck ORCID: https://orcid.org/0000-0002-3499-5240 and Jiang, Zhigang 2019. Deep learning-driven particle swarm optimisation for additive manufacturing energy optimisation. Journal of Cleaner Production , p. 118702. 10.1016/j.jclepro.2019.118702

Chen, Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Kumar, Maneesh ORCID: https://orcid.org/0000-0002-2469-1382, Qin, Jian and Ren, Yunxia 2019. Energy consumption modelling using deep learning embedded semi-supervised learning. Computers and Industrial Engineering 135 , pp. 757-765. 10.1016/j.cie.2019.06.052

Yang, Bai, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Liang, Yan and Tang, Min 2019. Exploiting user experience from online customer reviews for product design. International Journal of Information Management 46 , pp. 173-186. 10.1016/j.ijinfomgt.2018.12.006

Chen, Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Sun, Xianfang ORCID: https://orcid.org/0000-0002-6114-0766, Cairano-Gilfedder, Carla and Titmus, Scott 2019. Automobile maintenance prediction using deep learning with GIS data. Procedia CIRP 81 , -. 10.1016/j.procir.2019.03.077

Chen, Zheyuan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Valera Medina, Agustin ORCID: https://orcid.org/0000-0003-1580-7133 and Robinson, Fiona 2019. Characterizing strip snap in cold rolling process using advanced data analytics. Procedia CIRP 81 , pp. 453-458. 10.1016/j.procir.2019.03.078

Chen, Zheyuan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Valera Medina, Agustin ORCID: https://orcid.org/0000-0003-1580-7133 and Robinson, Fiona 2019. Strip snap analytics in cold rolling process using machine learning. Presented at: 2019 IEEE 15th International Conference on Automation Science and Engineering, Vancouver, BC, Canada, 22-26 August 2019. -.

Wang, Kai, Liu, Qiyu ORCID: https://orcid.org/0000-0001-9319-5940, Li, Yan and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2019. Data and knowledge jointly driving model for design concept generation. Presented at: International Design Engineering Technical and Computers and Information in Engineering Conference, Anaheim, California, USA, 18-21 August 2019. -.

Qin, Jian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Grosvenor, Roger ORCID: https://orcid.org/0000-0001-8942-4640 2018. Multi-source data analytics for AM energy consumption prediction. Advanced Engineering Informatics 38 , pp. 840-850. 10.1016/j.aei.2018.10.008

Tang, Min, Jin, Jian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Li, Chunping and Zhang, Weiwen 2018. Integrating topic, sentiment and syntax for modeling online reviews: a topic model approach. Journal of Computing and Information Science in Engineering 19 (1) , 011001. 10.1115/1.4041475

Jin, Jian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Ji, Ping and Kwong, C. K. 2018. Review on recent advances in information mining from big consumer opinion data for product design. Journal of Computing and Information Science in Engineering 19 (1) , 010801. 10.1115/1.4041087

Tang, Min, Liu, Yiping ORCID: https://orcid.org/0000-0001-9319-5940, Li, Zhiguo and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2018. Identifying service gaps from public patient opinions through text mining. Presented at: ICSEE 2018: International Conference on Intelligent Computing for Sustainable Energy and Environment and IMIOT 2018: International Conference on Intelligent Manufacturing and Internet of Things, Chongqing, China, 21-23 September 2018. Published in: Li, Kang, Fei, Minrui, Du, Dajan, Yang, Zhile and Yang, Dongsheng eds. Intelligent Computing and Internet of Things: First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Chongqing, China,. Communications in Computer and Information Science. Communications in Computer and Information Science , vol.924 Singapore: Springer, pp. 99-108. 10.1007/978-981-13-2384-3_10

Feng, Q., Tang, Q., Liu, Z., Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Setchi, Rossitza M. ORCID: https://orcid.org/0000-0002-7207-6544 2018. An investigation of the mechanical properties of metallic lattice structures fabricated using selective laser melting. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 232 (10) , pp. 1719-1730. 10.1177/0954405416668924

Chen, Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Kumar, Maneesh ORCID: https://orcid.org/0000-0002-2469-1382 and Qin, Jian 2018. Energy consumption modelling using deep learning technique — a case study of EAF. Procedia CIRP 72 , pp. 1063-1068. 10.1016/j.procir.2018.03.095

Ding, Zhouyang, Jiang, Zhigang, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Wang, Yan and Li, Congbo 2018. A big data based cost prediction method for remanufacturing end-of-life products. Procedia CIRP 72 , pp. 1362-1367. 10.1016/j.procir.2018.03.129

Wang, Han, Jiang, Zhigang, Wang, Yan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Li, Fei, Yan, Wei and Zhang, Hua 2018. A demands-matching multi-criteria decision-making method for reverse logistics. Procedia CIRP 72 , pp. 1398-1403. 10.1016/j.procir.2018.03.135

Wang, Shixuan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Cairano-Gilfedder, Carla Di, Titmus, Scott, Naim, Mohamed ORCID: https://orcid.org/0000-0003-3361-9400 and Syntetos, Argyrios ORCID: https://orcid.org/0000-0003-4639-0756 2018. Reliability analysis for automobile engines: conditional inference trees. Procedia CIRP 72 , pp. 1392-1397. 10.1016/j.procir.2018.03.065

Oliff, Harley ORCID: https://orcid.org/0000-0003-4154-8737, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Kumar, Maneesh ORCID: https://orcid.org/0000-0002-2469-1382 and Williams, Michael 2018. Integrating intelligence and knowledge of human factors to facilitate collaboration in manufacturing. Presented at: IDETC/CIE 2018: International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Quebec City, QC, Canada, 26-29 August 2018.

Liang, Yan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Chen, Chong and Jiang, Zhigang 2018. Extracting topic-sensitive content from textual documents - A hybrid topic model approach. Engineering Applications of Artificial Intelligence 70 , pp. 81-91. 10.1016/j.engappai.2017.12.010

Lan, Lijun, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lu, Wen Feng 2018. Learning from the past: uncovering design process models using an enriched process mining. Journal of Mechanical Design 140 (4) , 041403. 10.1115/1.4039200

Han, Liangxiu, Haleem, Muhammad Salman, Sobeih, Tam, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Soroka, Anthony ORCID: https://orcid.org/0000-0002-9738-9352 and Han, Lianghao 2018. An automated cloud-based big data analytics platform for customer insights. Presented at: The Second International Symposium on Big Data and Smart Sustainable Society (Bigdata-2017), Exeter, UK, 21-23 June 2017. Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), 2017 IEEE International Conference on. IEEE, pp. 287-292. 10.1109/iThings-GreenCom-CPSCom-SmartData.2017.48

Feng, Qixiang, Tang, Qian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544, Soe, Shwe, Ma, Shuai and Bai, Long 2018. Quasi-static analysis of mechanical properties of Ti6Al4V lattice structures manufactured using selective laser melting. International Journal of Advanced Manufacturing Technology 94 (5-8) , pp. 2301-2313. 10.1007/s00170-017-0932-7

Wang, Yequan, Sun, Aixin, Han, Jialong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Zhu, Xiaoyan 2018. Sentiment analysis by capsules. Presented at: The Web Conference 2018, Lyon, France, 23-27 April 2018. Proceedings of the 2018 World Wide Web Conference. pp. 1165-1174. 10.1145/3178876.3186015

Oliff, Harley ORCID: https://orcid.org/0000-0003-4154-8737, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Kumar, Maneesh ORCID: https://orcid.org/0000-0002-2469-1382 and Williams, Michael 2018. A framework of integrating knowledge of human factors to facilitate HMI and collaboration in intelligent manufacturing. Procedia CIRP 72 , pp. 135-140. 10.1016/j.procir.2018.03.047

Chen, Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Sun, Xianfang ORCID: https://orcid.org/0000-0002-6114-0766, Wang, Shixuan, Di Cairano-Gilfedder, Carla, Titmus, Scott and Syntetos, Aris ORCID: https://orcid.org/0000-0003-4639-0756 2018. Reliability analysis using deep learning. Presented at: ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Quebec City, Canada, 26-29 August 2018. ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference Volume 1B: 38th Computers and Information in Engineering Conference Quebec City, Quebec, Canada, August 26–29, 2018. ASME, V01BT02A040. 10.1115/DETC2018-86172

Qin, Feiwei, Xu, Hairui, Zhang, Weicheng, Yuan, Lin, Li, Ming, Liu, Yusheng ORCID: https://orcid.org/0000-0001-9319-5940, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Chen, Yong 2018. Voice of the customer oriented new product synthesis over knowledge graphs. Presented at: ASME 2018 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (IDETC/CIE 2018), Quebec City, QC, Canada, 26-29 August 2018. ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: Volume 1A: 38th Computers and Information in Engineering Conference Quebec City, Quebec, Canada, August 26–29, 2018. American Society of Mechanical Engineers, V01AT02A032. 10.1115/DETC2018-85909

Lan, Lijun, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lu, Wen Feng 2017. Automatic discovery of design task structure using deep belief nets. Journal of Computing and Information Science in Engineering 17 (4) , 041001. 10.1115/1.4036198 Item availability restricted.

Wang, Xiaoying, Zeng, Yong, Arntzen, Aurilla Aurelie, Kim, Kyoung-Yun and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2017. Organizational capability: skills related to organizational knowledge. Journal of Integrated Design and Process Science 21 (1) , pp. 1-3. 10.3233/jid-2017-0010

Kim, Harrison Hyung Min, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Wang, Charlie C.L. and Wang, Yan 2017. Special Issue: Data-Driven Design (D3). Journal of Mechanical Design 139 (11) , 110301. 10.1115/1.4037943

Qin, Jian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Grosvenor, Roger ORCID: https://orcid.org/0000-0001-8942-4640 2017. A framework of energy consumption modelling for additive manufacturing using Internet of Things. Procedia CIRP Conference on Manufacturing System 63 , pp. 307-312. 10.1016/j.procir.2017.02.036

Soroka, Anthony ORCID: https://orcid.org/0000-0002-9738-9352, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Han, Liangxiu and Haleem, Muhammad Salman 2017. Big data driven customer insights for SMEs in redistributed manufacturing. Procedia CIRP 63 , pp. 692-697. 10.1016/j.procir.2017.03.319

Qin, Jian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Grosvenor, Roger ORCID: https://orcid.org/0000-0001-8942-4640 2017. Data analytics for energy consumption of digital manufacturing systems using Internet of Things method. Presented at: IEEE International Conference on Automation Science and Engineering, Xi'an, China, 20-23 August 2017. IEEE International Conference on Automation Science and Engineering.

Oliff, Harley ORCID: https://orcid.org/0000-0003-4154-8737 and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2017. Towards industry 4.0 utilizing data-mining techniques: a case study on quality improvement. Procedia CIRP 63 , p. 167. 10.1016/j.procir.2017.03.311

Chen, Ruirui, Liu, Yusheng, Zhang, Zhinan and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2017. An automated generation method of system architecture with component's multi-criterion evaluation. Presented at: The 21st International Conference on Engineering Design, Vancouver, Canada, 21-25 Aug 2017.

Li, Luye, Gao, Shuming, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Qin, Xiaolian 2016. Enhanced SPARQL-based design rationale retrieval. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 30 (4) , pp. 406-423. 10.1017/S089006041600038X

Chen, Yong, Zhao, Meng, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Xie, Youbai 2016. A formal functional representation methodology for conceptual design of material-flow processing devices. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 30 (04) , pp. 353-366. 10.1017/S0890060416000342

McMahon, Chris, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and McAdams, Daniel 2016. Engineering design informatics. Artificial Intelligence for Engineering Design, Analysis and Manufacturing 30 (04) , pp. 335-336. 10.1017/S0890060416000329

Qin, Jian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Grosvenor, Roger ORCID: https://orcid.org/0000-0001-8942-4640 2016. A categorical framework of manufacturing for industry 4.0 and beyond. Procedia CIRP 52 , pp. 173-178. 10.1016/j.procir.2016.08.005

Dixon, Adam, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544 2016. Computer-aided ethnography in engineering design. Presented at: 28th International Conference on Design Theory and Methodology, Charlotte, North Carolina, USA, 21-24 August 2016. ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference: Volume 7: 28th International Conference on Design Theory and Methodology Charlotte, North Carolina, USA, August 21–24, 2016. ASME Proceedings , vol.7 New York, NY: ASME, V007T06A007. 10.1115/DETC2016-59832

Jin, Jian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Ji, Ping and Liu, Hongguang ORCID: https://orcid.org/0000-0001-9319-5940 2016. Understanding big consumer opinion data for market-driven product design. International Journal of Production Research 54 (10) , pp. 3019-3041. 10.1080/00207543.2016.1154208

Marsh, Jacqueline and Eyers, Daniel ORCID: https://orcid.org/0000-0001-5499-0116 2016. Increasing production efficiency through electronic batch record systems: a case study. Presented at: SDM 2016, Chania, Crete Greece, 4 - 6 April 2016. Published in: Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544, Howlett, Robert J., Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Theobald, Peter ORCID: https://orcid.org/0000-0002-3227-7130 eds. Sustainable Design and Manufacturing 2016. Smart Innovation, Systems and Technologies (52) Cham: pp. 261-269. 10.1007/978-3-319-32098-4_23

Morris, Ashley ORCID: https://orcid.org/0000-0002-5943-2217, Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544 and Prickett, Paul William ORCID: https://orcid.org/0000-0001-8985-7278 2016. Product change management and future information architectures. Presented at: Sustainable Design and Manufacturing 2016, Chania, Crete, Greece, 5 - 8 April 2016.. Published in: Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544, Howlett, Robert J., Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Theobald, Peter ORCID: https://orcid.org/0000-0002-3227-7130 eds. Sustainable Design and Manufacturing 2016. Smart Innovation, Systems and Technologies , vol.1 (52) Switzerland: Springer International Publishing, pp. 241-250. 10.1007/978-3-319-32098-4_21

Davies, Alan, Packianather, Michael ORCID: https://orcid.org/0000-0002-9436-8206, White, John and Soman, Sajith 2016. Achieving sustainability in SME manufacturing operations via the use of flexible integrated technology and product symbiosis. Presented at: SDM 2016, Crete, Greece, 4-6 April 2016. Published in: Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544, Howlett, Robert J., Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Theobald, Peter ORCID: https://orcid.org/0000-0002-3227-7130 eds. Sustainable Design and Manufacturing 2016. Sustainable Design and Manufacturing 2016. Smart Innovation, Systems and Technologies , vol.52 Cham: Springer, pp. 281-293. 10.1007/978-3-319-32098-4_25

Dorrington, Peter, Lacan, Franck Andre ORCID: https://orcid.org/0000-0002-3499-5240 and Bigot, Samuel ORCID: https://orcid.org/0000-0002-0789-4727 2016. How are micro enterprises adopting emergent technologies? Presented at: 3rd International Conference on Sustainable Design and Manufacturing (SDM-2016), Chania, Greece, 4-6 April 2016. Published in: Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544, Howlett, Robert J., Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Theobald, Peter ORCID: https://orcid.org/0000-0002-3227-7130 eds. Sustainable Design and Manufacturing 2016. Sustainable Design and Manufacturing 2016. Smart Innovation, Systems and Technologies (SIST) , vol.52 (52) Cham: Springer, pp. 215-226. 10.1007/978-3-319-32098-4_19

Arastehfar, Soheil, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Feng Lu, Wen 2016. An evaluation methodology for design concept communication using digital prototypes. Journal of Mechanical Design 138 (3) , 031103. 10.1115/1.4032396

Feng, Qixiang, Tang, Qian, Soe, Shwe, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544 2016. An Investigation into the quasi-static response of Ti6Al4V lattice structures manufactured using selective laser melting. Setchi, Rossitza, Howlett, Robert J., Liu, Ying and Theobald, Peter, eds. Sustainable Design and Manufacturing 2016, Vol. 52. Smart Innovation, Systems and Technologies, Springer, pp. 399-409. (10.1007/978-3-319-32098-4_34)

Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544, Howlett, Robert J., Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Theobald, Peter ORCID: https://orcid.org/0000-0002-3227-7130, eds. 2016. Sustainable design and manufacturing 2016. Smart Innovation, Systems and Technologies, Springer. 10.1007/978-3-319-32098-4

Lan, Liju, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lu, Wen Feng 2016. Discovering a hierarchical design process model using text mining. Presented at: 36th Computers and Information in Engineering Conference, Charlotte, NC, 21-24 August 2016. ASME 2016 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. ASME Proceedings , vol.1B New York, NY: ASME, 10.1115/DETC2016-59829

Lan, Lijun, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Lu, Wen Feng and Alghamdi, Awn 2015. Automatic discovery of design task structure using deep belief nets. Presented at: 27th International Conference on Design Theory and Methodology, Boston, MA, 2 - 5 August 2015. Print Proceedings of the ASME 2015 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference (DETC2015). , vol.7 United States of America: American Society of Mechanical Engineers, 10.1115/DETC2015-47369

Jiang, Huimin, Kwong, C. K., Siu, K. W. M. and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2015. Rough set and PSO-based ANFIS approaches to modeling customer satisfaction for affective product design. Advanced Engineering Informatics 29 (3) , pp. 727-738. 10.1016/j.aei.2015.07.005

Chan, Lawrence W. C., Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Chan, Tao, Law, Helen K. W., Wong, SC Cesar, Yeung, Andy P. H., Lo, K. F., Yeung, S. W., Kwok, K. Y., Chan, William Y. L., Lau, Thomas Y. H. and Shyu, Chi-Ren 2015. PubMed-supported clinical term weighting approach for improving inter-patient similarity measure in diagnosis prediction. BMC Medical Informatics and Decision Making 15 , 43. 10.1186/s12911-015-0166-2

Jin, Jian, Ji, Ping, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Johnson Lim, S.C. 2015. Translating online customer opinions into engineering characteristics in QFD: A probabilistic language analysis approach. Engineering Applications of Artificial Intelligence 41 , pp. 115-127. 10.1016/j.engappai.2015.02.006

Setchi, Rossitza ORCID: https://orcid.org/0000-0002-7207-6544, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Li, Weidong 2015. Editorial for the special issue of decision support for sustainable design and manufacturing. Journal of Industrial and Production Engineering 32 (1) , pp. 1-2. 10.1080/21681015.2014.1000404

Jiang, Huimin, Kwong, C. K., Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Ip, W. H. 2015. A methodology of integrating affective design with defining engineering specifications for product design. International Journal of Production Research 53 (8) , pp. 2472-2488. 10.1080/00207543.2014.975372

Lan, Lijun, Wu, Xian and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2015. Designing a fast adaptive clustering approach for traffic wave simulation. Presented at: 35th Computers and Information in Engineering Conference, Boston, MA, 2 - 5 August 2015. ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. , vol.1B V01BT02A004. 10.1115/DETC2015-47873

Lan, Lijun, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lu, W. F. 2015. Discovering hidden tasks and process structure through email logs for DSM. Journal of Modern Project Management 3 , pp. 24-31.

Lim, Soon Chong Johnson, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Chen, Yong 2015. Ontology in design engineering: status and challenges. Presented at: International Conference on Engineering Design 2015 (ICED 2015), Milan, Italy, 27-30 July 2015. Published in: Weber, Christian, Husung, Stephan, Cantamessa, Marco, Cascini, Gaetano, Marjanovic, Dorian and Venkataraman, Srinivasan eds. DS 80-2 Proceedings of the 20th International Conference on Engineering Design (ICED 15). DS 80-2 PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN (ICED 15) VOL 2: DESIGN THEORY AND RESEARCH METHODOLOGY DESIGN PROCESSES. ICED , vol.2 The Design Society, pp. 267-276.

Li, Luye, Qin, Feiwei, Gao, Shuming and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2014. An approach for design rationale retrieval using ontology-aided indexing. Journal of Engineering Design 25 (7-9) , pp. 259-279. 10.1080/09544828.2014.969690

Arastehfar, Soheil, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lu, Wen Feng 2014. A framework for concept validation in product design using digital prototyping. Journal of Industrial and Production Engineering 31 (5) , pp. 286-302. 10.1080/21681015.2014.951407

Jin, Jian, Ji, Ping and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2014. Prioritising engineering characteristics based on customer online reviews for quality function deployment. Journal of Engineering Design 25 (7-9) , pp. 303-324. 10.1080/09544828.2014.984665

Lim, Soon Chong Johnson, Wang, Shilong and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2014. Discovering contextual tags from product review using semantic relatedness. Journal of Industrial and Production Engineering 31 (2) , pp. 108-118. 10.1080/21681015.2014.895966

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Lim, Soon Chong Johnson and Lee, Wing Bun 2013. Product family design through ontology-based faceted component analysis, selection, and optimization. Journal of Mechanical Design 135 (8) , 081007. 10.1115/1.4023632

Montecchi, Tiziano, Russo, Davide and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2013. Searching in cooperative patent classification: comparison between keyword and concept-based search. Advanced Engineering Informatics 27 (3) , pp. 335-345. 10.1016/j.aei.2013.02.002

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Jin, Jian, Ji, Ping, Harding, Jenny A. and Fung, Richard Y.K. 2013. Identifying helpful online reviews: A product designer's perspective. Computer-Aided Design 45 (2) , pp. 180-194. 10.1016/j.cad.2012.07.008

Liang, Yan and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2013. Rationale-based patent analysis for corporate product design. Presented at: ASME 2013 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Portland, OR, 4 - 7 August 2013. ASME Proceedings 33rd Computers and Information in Engineering Conference. , vol.2B ASME, V02BT02A013. 10.1115/DETC2013-12792

Liang, Yan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Kwong, Chun Kit and Lee, Wing Bun 2012. Learning the "Whys": Discovering design rationale using text mining - An algorithm perspective. Computer-Aided Design 44 (10) , pp. 916-930. 10.1016/j.cad.2011.08.002

Jung, Jason J., Chang, Yue-Shan, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Wu, Chao-Chin 2012. Advances in intelligent grid and cloud computing. Information Systems Frontiers 14 (4) , pp. 823-825. 10.1007/s10796-012-9349-x

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Setchi, Rossitza M. ORCID: https://orcid.org/0000-0002-7207-6544, Tseng, Vincent S. and Wang, Feng Chun 2012. Editorial for the special issue of service computing and service oriented enterprise systems in design, manufacturing and supply chain. Journal of Intelligent Manufacturing 23 (4) , pp. 1327-1329. 10.1007/s10845-012-0638-5

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Zhang, Hui, Li, Chunping and Jiao, Roger Jianxin 2012. Workflow simulation for operational decision support using event graph through process mining. Decision Support Systems 52 (3) , pp. 685-697. 10.1016/j.dss.2011.11.003

Lim, Soon Chong Johnson, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Loh, Han Tong 2012. An exploratory study of ontology-based platform analysis under user preference uncertainty. Presented at: ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Chicago, IL, 12–15 August 2012. ASME Proceedings 32nd Computers and Information in Engineering Conference. , vol.2 ASME, pp. 519-528. 10.1115/DETC2012-70756

Arastehfar, Soheil, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lu, Wen Feng 2012. A new discrete event system model for supervising and controlling robotic arm path tacking tasks based on adaptive masking. Presented at: ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Chicago, IL, 12–15 August 2012. ASME Proceedings 36th Mechanisms and Robotics Conference. , vol.4 ASME, pp. 1217-1226. 10.1115/DETC2012-70588

Russo, Davide, Montecchi, Tiziano and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2012. Functional-based search for patent technology transfer. Presented at: ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Chicago, IL, 12–15 August 2012. ASME Proceedings 32nd Computers and Information in Engineering Conference. , vol.2 ASME, pp. 529-539. 10.1115/DETC2012-70833

Russo, Davide, Montecchi, Tiziano and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2012. Knowledge based approach for identifying TRIZ contradictions. Presented at: 12th Design Engineering Workshop (DEWS), Seoul, Korea, 25 - 27 June 2012. Proceedings of 2012 Design Engineering Workshop (DEWS 2012). DEWS, pp. 134-140.

Chan, L. W. C., Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Shyu, C. R. and Benzie, I. F. F. 2011. A SNOMED supported ontological vector model for subclinical disorder detection using EHR similarity. Engineering Applications of Artificial Intelligence 24 (8) , pp. 1398-1409. 10.1016/j.engappai.2011.05.013

Sun, Aixin, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lim, Ee-Peng 2011. Web classification of conceptual entities using co-training. Expert Systems with Applications 38 (12) , pp. 14367-14375. 10.1016/j.eswa.2011.03.010

Lim, Soon Chong Johnson, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lee, Wing Bun 2011. A methodology for building a semantically annotated multi-faceted ontology for product family modelling. Advanced Engineering Informatics 25 (2) , pp. 147-161. 10.1016/j.aei.2010.07.005

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, McMahon, Chris, Ramani, Karthik and Schaefer, Dirk 2011. Editorial for the special issue of information mining and retrieval in design. Advanced Engineering Informatics 25 (2) , pp. 117-118. 10.1016/j.aei.2011.03.003

Zhan, Jiaming, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Loh, Han Tong 2011. Multidocument summarization of engineering papers based on macro- and microstructure. Journal of Computing and Information Science in Engineering 11 (1) , 011008. 10.1115/1.3563048

Jin, Jian, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Ji, Ping and Fung, Richard 2011. Design preference centered review recommendation: A similarity learning approach. Presented at: ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Washington, DC, 28–31 August 2011. ASME Proceedings 31st Computers and Information in Engineering Conference. , vol.2 ASME, pp. 1143-1152. 10.1115/DETC2011-48181

Johnson Lim, Soon Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lee, Wing Bun 2011. A platform selection approach based on product family ontology modeling. Presented at: ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Washington, DC, 28–31 August 2011. ASME Proceedings 37th Design Automation Conference. , vol.5 Washington, DC, pp. 1067-1076. 10.1115/DETC2011-48194

Johnson Lim, Soon Chong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lee, Wing Bun 2010. Multi-facet product information search and retrieval using semantically annotated product family ontology. Information Processing & Management 46 (4) , pp. 479-493. 10.1016/j.ipm.2009.09.001

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Liang, Yan, Kwong, Chun Kit and Lee, Wing Bun 2010. A new design rationale representation model for rationale mining. Journal of Computing and Information Science in Engineering 10 (3) , 031009. 10.1115/1.3470018

Lim, Soon Chong Johnson, Loh, Han Tong and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2010. User interface design for interactive product family analysis and variants derivation. Presented at: 36th Design Automation Conference, Montreal, Quebec, Canada, 15–18 August 2010. Proceedings of the ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. , vol.1 The American Society of Mechanical Engineers, pp. 869-878. 10.1115/DETC2010-28390

Liang, Yan, Lu, Wen Feng, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Johnson Lim, Soon Chong 2010. Interactive interface design for design rationale search and retrieval. Presented at: ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, Montreal, Quebec, Canada, 15 - 18 August 2010. ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. , vol.5 ASME, pp. 73-83. 10.1115/DETC2010-28392

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Liang, Yan and Lim, Soon Chong Johnson 2010. Designing graphical interfaces for design rationale search & retrieval. Presented at: CHI 2010, Atlanta, GA, 14 - 15 April 2010. Extended Abstracts on Human Factors in Computing Systems. pp. 4087-4092. 10.1145/1753846.1754107

Sun, Aixin, Lim, Ee-Peng and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2009. On strategies for imbalanced text classification using SVM: A comparative study. Decision Support Systems 48 (1) , pp. 191-201. 10.1016/j.dss.2009.07.011

Liang, Yan, Fang, Bin, Qian, Jiye, Chen, Lin, Li, Chunyan and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2009. False positive reduction in urinary particle recognition. Expert Systems with Applications 36 (9) , pp. 11429-11438. 10.1016/j.eswa.2009.03.049

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Harding, Jenny 2009. Editorial for the special issue of knowledge discovery and management in engineering design and manufacturing. Journal of Intelligent Manufacturing 20 (5) , pp. 499-500. 10.1007/s10845-008-0209-y

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Chan, Lawrence Wing-Chi, Shyu, Chi-Ren and Liu, Ying 2009. Editorial for the special issue of knowledge discovery and management in biomedical information systems. Information Systems Frontiers 11 (4) , pp. 345-347. 10.1007/s10796-009-9153-4

Wong, Alex K. S., Chan, Lawrence W. C. and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2009. Automating object-oriented integration and visualization of multidisciplinary biomedical data in radiology workflow: Compartmental PACS model. Information Systems Frontiers 11 (4) , pp. 369-379. 10.1007/s10796-009-9150-7

Zhan, Jiaming, Loh, Han Tong and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2009. Gather customer concerns from online product reviews - A text summarization approach. Expert Systems with Applications 36 (2) , pp. 2107-2115. 10.1016/j.eswa.2007.12.039

Zhan, Jiaming, Loh, Han Tong and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2009. On macro- and micro-level information in multiple documents and its influence on summarization. International Journal of Information Management 29 (1) , pp. 57-66. 10.1016/j.ijinfomgt.2008.04.011

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Loh, Han Tong and Sun, Aixin 2009. Imbalanced text classification: A term weighting approach. Expert Systems with Applications 36 (1) , pp. 690-701. 10.1016/j.eswa.2007.10.042

Wu, Zhang, Jiao, Jianxin, Yang, Mei, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Wang, Zhaojun 2009. An enhanced adaptive CUSUM control chart. IIE Transactions 41 (7) , pp. 642-653. 10.1080/07408170802712582

Goh, Yee Mey, Giess, Matt, McMahon, Chris and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2009. From faceted classification to knowledge discovery of semi-structured text records. Abraham, A., Hassanien, A. E., Carvalho, A. P. and Snášel, V., eds. Foundations of Computational Intelligence, Vol. 6. Studies in Computational Intelligence, vol. 206. Berlin: Springer, pp. 151-169. (10.1007/978-3-642-01091-0_7)

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2009. On document representation and term weights in text classification. Song, Min and Wu, Yi-Fang Brook, eds. Handbook of Research on Text and Web Mining Technologies, Hershey, PA, USA: Information Science Reference, pp. 1-22. (10.4018/978-1-59904-990-8.ch001)

Lim, Soon Chong Johnson, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Lee, Wing Bun 2009. Product analysis and variants derivation based on a semantically annotated product family ontology. Presented at: ASME 2009 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, San Diego, CA, 30 August - 2 September 2009. ASME Proceedings 29th Computers and Information in Engineering Conference. , vol.2 ASME: pp. 817-826. 10.1115/DETC2009-87160

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Loh, Han Tong, Toumi, Kamal Youcef and Tor, Shu Beng 2008. A hierarchical text classification system for manufacturing knowledge management and retrieval. International Journal of Knowledge Management Studies 2 (4) , pp. 406-425. 10.1504/IJKMS.2008.019749

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Sun, Aixin, Loh, Han Tong, Lu, Wen Feng and Lim, E. P., eds. 2008. Advances of computational intelligence in industrial systems. Studies in Computational Intelligence, vol. 116. Berlin Heidelberg: Springer.

Wu, Zhang, Jiao, Jianxin and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2008. A binomial CUSUM chart for detecting large shifts in fraction nonconforming. Journal of Applied Statistics 35 (11) , pp. 1267-1276. 10.1080/02664760802320533

Chan, Lawrence Wing-Chi, Chan, Phoebe Suk-Tak, Zheng, Yongping, Wong, Alex Ka-Shing, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Benzie, Iris Frances Forster 2008. DICOM-based multidisciplinary platform for clinical decision support: Needs and direction. Liu, Y., Sun, A., Loh, H. T., Lu, W. F. and Lim, E. P., eds. Advances of Computational Intelligence in Industrial Systems, Studies in Computational Intelligence, vol. 116. Berlin: Springer, pp. 191-212. (10.1007/978-3-540-78297-1_9)

Zhan, Jiaming, Loh, Han Tong and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2008. Summarizing online customer reviews automatically based on topical structure. Presented at: Web Information Systems and Technologies 3rd International Conference (WEBIST 2007), Barcelona, Spain, 3-6 March 2007. Published in: Filipe, Joaquim and Cordeiro, José eds. Web Information Systems and Technologies: Third International Conference, WEBIST 2007, Barcelona, Spain, March 3-6, 2007, Revised Selected Papers. Lecture Notes in Business Information Processing (8) Berlin: Springer, pp. 245-256. 10.1007/978-3-540-68262-2_18

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Loh, Han Tong and Lu, Wen Feng 2008. Deriving taxonomy from documents at sentence level. Prado, Hercules Antonio do and Ferneda, Edilson, eds. Emerging Technologies of Text Mining: Techniques and Applications, Hershey, PA, USA: Information Science Reference, pp. 99-119. (10.4018/978-1-59904-373-9.ch005)

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Loh, Han Tong, Kamal, Youcef-Toumi and Tor, Shu Beng 2007. Handling of imbalanced data in text classification: category-based term weights. Kao, Anne and Poteet, Stephen R., eds. Natural Language Processing and Text Mining, London: Springer, pp. 171-192. (10.1007/978-1-84628-754-1_10)

Zhan, Jiaming, Loh, Han Tong, Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Sun, Aixin 2007. Automatic text summarization in engineering information management. Presented at: 10th International Conference on Asian Digital Libraries (ICADL 2007), Hanoi, Vietnam, 10-13 December 2007. Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers: 10th International Conference on Asian Digital Libraries, ICADL 2007, Hanoi, Vietnam, December 10-13, 2007. Proceedings. Lecture Notes in Computer Science (4822) Berlin Heidelberg: Springer, pp. 347-350. 10.1007/978-3-540-77094-7_44

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Loh, Han Tong 2007. A simple probability based term weighting scheme for automated text classification. Presented at: 20th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2007), Kyoto, Japan, 26-29 June 2007. Published in: Okuno, Hiroshi G. and Ali, Moonis eds. New Trends in Applied Artificial Intelligence: 20th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2007, Kyoto, Japan, June 26-29, 2007. Proceedings. Lecture Notes in Computer Science (4570) Berlin Heidelberg: Springer, pp. 33-43. 10.1007/978-3-540-73325-6_4

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 and Loh, Han Tong 2007. Corpus building for corporate knowledge discovery and management: A case study of manufacturing. Knowledge-Based Intelligent Information and Engineering Systems, Vol. 4692. Springer, pp. 542-550. (10.1007/978-3-540-74819-9_67)

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Lu, Wen Feng and Loh, Han Tong 2006. A framework of information and knowledge management for product design and development - A text mini. Presented at: 12th IFAC Symposium on Information Control Problems in Manufacturing, 2006, Saint Etienne, France, 17-19 May 2006. Published in: Morel, Gerard, Dolgui, Alexandre and Pereira, Carlos eds. 12th IFAC Symposium on Information Control Problems in Manufacturing, 2006. Information Control Problems in Manufacturing (12) International Federation of Automatic Control, pp. 667-672. 10.3182/20060517-3-FR-2903.00339

Yap, Ivan, Loh, Han Tong, Shen, Lixiang and Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940 2006. Topic detection using MFSs. Presented at: 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA/AIE 2006), Annecy, France, 27-30 June 2006. Published in: Ali, Moonis and Dapoigny, Richard eds. Advances in Applied Artificial Intelligence: 19th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2006, Annecy, France, June 27-30, 2006. Proceedings. Lecture Notes in Computer Science (4031) Berlin Heidelberg: Springer, pp. 342-352. 10.1007/11779568_38

Liu, Ying ORCID: https://orcid.org/0000-0001-9319-5940, Loh, Han Tong and Tor, Shu Beng 2005. Comparison of extreme learning machine with support vector machine for text classification. Presented at: 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE 2005), Bari, Italy, 22-24 June 2005. Innovations in Applied Artificial Intelligence: 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2005, Bari, Italy, June 22-24, 2005. Proceedings. Lecture Notes in Computer Science (3533) Berlin: Springer, pp. 390-399. 10.1007/11504894_55