Ying Liu

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	All	Since 2019
Citations	7815	5787
h-index	41	36
i10-index	105	79

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Jian QinLecturer in Digitalisation for Metal Additive Manufacturing, Cranfield UniversityVerified email at cranfield.ac.uk
Jian Jin (靳健)Professor at Dept of IM, Beijing Normal UniversityVerified email at bnu.edu.cn
S.C. Johnson LIMUniversiti Teknologi MARA, Shah Alam, MalaysiaVerified email at uitm.edu.my
Chong Chen (陈翀)Lecturer, Guangdong University of TechnologyVerified email at gdut.edu.cn
RI GrosvenorReader in Systems Engineering, Cardiff UniversityVerified email at cf.ac.uk
Aixin Sun 孙爱欣NTU SingaporeVerified email at ntu.edu.sg
Ping JiKhalifa University of Science and TechnologyVerified email at ku.ac.ae
Xin GuoResearch Professor at Sichuan UniversityVerified email at scu.edu.cn
Maneesh KumarProfessor in Service Operations, Cardiff UniversityVerified email at cardiff.ac.uk
Xianfang SunSchool of Computer Science & Informatics, Cardiff UniversityVerified email at cardiff.ac.uk
Ee-Peng LimSingapore Management UniversityVerified email at smu.edu.sg
Jianxin (Roger) JiaoMechanical and Industrial Engineering, Georgia Institute of Technology (Georgia Tech)Verified email at gatech.edu
Shixuan WangAssociate Professor in Economics, University of ReadingVerified email at reading.ac.uk
Aris SyntetosProfessor of Operational Research and Operations Management, Cardiff UniversityVerified email at cardiff.ac.uk
Zheyuan ChenGuangzhou Institute of Industrial IntelligenceVerified email at gz.sia.cn
Charlie C. L. WangProfessor and Chair of Smart Manufacturing, University of ManchesterVerified email at manchester.ac.uk
Davide Russofull professor of product and process innovation, University of BergamoVerified email at unibg.it
Tiziano MontecchiUniversidad Tecnica Federico Santa MariaVerified email at usm.cl
Agustin Valera-MedinaCardiff UniversityVerified email at cardiff.ac.uk
NaimCardiff Business School, Cardiff UniversityVerified email at cf.ac.uk

Ying Liu

Professor and Chair in Intelligent Manufacturing and Group Leader of High-value Manufacturing Group

Verified email at cardiff.ac.uk - Homepage

Digital/Smart/Intelligent Manufacturing Engineering Informatics Design Methodology and Process AI Machine Learning and Data/


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
A categorical framework of manufacturing for industry 4.0 and beyond J Qin, Y Liu, R Grosvenor Procedia Cirp 52, 173-178, 2016	1606	2016
On strategies for imbalanced text classification using SVM: A comparative study A Sun, EP Lim, Y Liu Decision Support Systems 48 (1), 191-201, 2009	337	2009
Imbalanced text classification: A term weighting approach Y Liu, HT Loh, A Sun Expert systems with Applications 36 (1), 690-701, 2009	320	2009
Gather customer concerns from online product reviews-A text summarization approach J Zhan, HT Loh, Y Liu Expert Systems with Applications 36 (2), 2107-2115, 2009	278	2009
Sentiment analysis by capsules Y Wang, A Sun, J Han, Y Liu, X Zhu Proceedings of the 2018 World Wide Web Conference, 1165-1174, 2018	235	2018
Identifying helpful online reviews: A product designer's perspective Y Liu, J Jin, P Ji, JA Harding, RYK Fung Computer-Aided Design 45 (2), 180-194, 2013	224	2013
Understanding big consumer opinion data for market-driven product design J Jin, Y Liu, P Ji, H Liu International Journal of Production Research 54 (10), 3019-3041, 2016	203	2016
An enhanced adaptive CUSUM control chart Z Wu, J Jiao, M Yang, Y Liu, Z Wang IIE Transactions 41 (7), 642-653, 2009	193	2009
Exploiting user experience from online customer reviews for product design B Yang, Y Liu, Y Liang, M Tang International Journal of Information Management 46, 173-186, 2019	180	2019
Research and application of machine learning for additive manufacturing J Qin, F Hu, Y Liu, P Witherell, CCL Wang, DW Rosen, TW Simpson, Y Lu, ... Additive Manufacturing 52, 102691, 2022	176	2022
Cloud-based big data analytics for customer insight-driven design innovation in SMEs Y Liu, A Soroka, L Han, J Jian, M Tang International Journal of Information Management, 2019	145	2019
Manufacturability, Mechanical Properties, Mass-Transport Properties and Biocompatibility of Triply Periodic Minimal Surface (TPMS) Porous Scaffolds Fabricated by Selective … S Ma, Q Tang, X Han, Q Feng, J Song, R Setchi, Y Liu, Y Liu, A Goulas, ... Materials & Design 195, 109034, 2020	131	2020
Towards industry 4.0 utilizing data-mining techniques: a case study on quality improvement H Oliff, Y Liu Procedia CIRP 63, 167-172, 2017	119	2017
Searching in Cooperative Patent Classification: Comparison between keyword and concept-based search T Montecchi, D Russo, Y Liu Advanced Engineering Informatics 27 (3), 335-345, 2013	111	2013
Effect of heat treatment on microstructure and mechanical behaviours of 18Ni-300 maraging steel manufactured by selective laser melting J Song, Q Tang, Q Feng, S Ma, R Setchi, Y Liu, Q Han, X Fan, M Zhang Optics & Laser Technology 120, 105725, 2019	108	2019
Data-driven ecological performance evaluation for remanufacturing process Z Jiang, Z Ding, H Zhang, W Cai, Y Liu Energy Conversion and Management 198, 111844, 2019	100	2019
Reinforcement learning for facilitating human-robot-interaction in manufacturing H Oliff, Y Liu, M Kumar, M Williams, M Ryan Journal of Manufacturing Systems 56, 326-340, 2020	98	2020
Review on recent advances in information mining from big consumer opinion data for product design J Jin, Y Liu, P Ji, CK Kwong Journal of Computing and Information Science in Engineering 19 (1), 010801, 2019	98	2019
The boomerang returns? Accounting for the impact of uncertainties on the dynamics of remanufacturing systems TE Goltsos, B Ponte, S Wang, Y Liu, MM Naim, AA Syntetos International Journal of Production Research 57 (23), 7361-7394, 2019	95	2019
Translating online customer opinions into engineering characteristics in QFD: A probabilistic language analysis approach J Jin, P Ji, Y Liu Engineering Applications of Artificial Intelligence 41, 115-127, 2015	93	2015

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