Ying Liu

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Jian QinResearch fellow, Cranfield UniversityVerified email at cranfield.ac.uk
S.C. Johnson LIMUniversiti Tun Hussein Onn MalaysiaVerified email at uthm.edu.my
Jian Jin (靳健)Beijing Normal UniversityVerified email at bnu.edu.cn
Aixin Sun 孙爱欣NTU SingaporeVerified email at ntu.edu.sg
RI GrosvenorReader in Systems Engineering, Cardiff UniversityVerified email at cf.ac.uk
Chong Chen (陈翀)Research associate, Guangdong University of TechnologyVerified email at gdut.edu.cn
Ping JiThe Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
Maneesh KumarProfessor in Service Operations, 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
Xianfang SunSchool of Computer Science & Informatics, Cardiff UniversityVerified email at cardiff.ac.uk
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
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
Charlie C. L. WangChair Professor of Smart Manufacturing, University of ManchesterVerified email at manchester.ac.uk
NaimCardiff Business School, Cardiff UniversityVerified email at cf.ac.uk
Chi-Ren ShyuShumaker Professor of Engineering, Director of Institute for Data Science and InformaticsVerified email at missouri.edu
Agustin Valera-MedinaCardiff UniversityVerified email at cardiff.ac.uk
Wei Cai（蔡维）Southwest UniversityVerified email at swu.edu.cn

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	1370	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	303	2009
Imbalanced text classification: A term weighting approach Y Liu, HT Loh, A Sun Expert systems with Applications 36 (1), 690-701, 2009	298	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	249	2009
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	203	2013
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	198	2018
An enhanced adaptive CUSUM control chart Z Wu, J Jiao, M Yang, Y Liu, Z Wang IIE Transactions 41 (7), 642-653, 2009	177	2009
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	166	2016
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	128	2019
Towards industry 4.0 utilizing data-mining techniques: a case study on quality improvement H Oliff, Y Liu Procedia CIRP 63, 167-172, 2017	102	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	98	2013
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	90	2019
A methodology for building a semantically annotated multi-faceted ontology for product family modelling SCJ Lim, Y Liu, WB Lee Advanced Engineering Informatics 25 (2), 147-161, 2011	88	2011
Workflow simulation for operational decision support using event graph through process mining Y Liu, H Zhang, C Li, R Jiao Decision Support Systems 52 (3), 685-697, 2011	81	2011
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), 2019	80	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	77	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	76	2015
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	73	2019
Multi-facet product information search and retrieval using semantically annotated product family ontology SCJ Lim, Y Liu, WB Lee Information Processing & Management 46 (4), 479-493, 2010	73	2010
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	72	2020

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