Ying Liu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 40

Top Topics

Failure Prediction

Customer Reviews

Top Venues

Adv. Eng. Informatics

J. Comput. Inf. Sci. Eng.

Artif. Intell. Eng. Des. Anal. Manuf.

Publications

Zheyuan Chen, Yuwei Wan, Ying Liu, Agustin Valera-Medina
A knowledge graph-supported information fusion approach for multi-faceted conceptual modelling. Inf. Fusion 101 (2024)
Shahd Hejazi, Michael Packianather, Ying Liu
A Novel approach using WGAN-GP and Conditional WGAN-GP for Generating Artificial Thermal Images of Induction Motor Faults. KES (2023)
Xin Guo, Zechuan Huang, Ying Liu, Wu Zhao, Zeyuan Yu
Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design. J. Comput. Inf. Sci. Eng. 23 (6) (2023)
Fu Hu, Ying Liu, Yixin Li, Shuai Ma, Jian Qin, Jun Song, Xianfang Sun, Qian Tang
Task-driven data fusion for additive manufacturing: Framework, approaches, and case studies. J. Ind. Inf. Integr. 34 (2023)
Yuwei Wan, Zheyuan Chen, Ying Liu, Michael Packianather, Rui Wang
Constructing Industrial Knowledge Graph Through Ontology and Link Prediction. CASE (2023)
Junya Tang, Ying Liu, Kuo-Yi Lin, Li Li
Process bottlenecks identification and its root cause analysis using fusion-based clustering and knowledge graph. Adv. Eng. Informatics 55 (2023)
Shixuan Wang, Aris A. Syntetos, Ying Liu, Carla Di Cairano-Gilfedder, Mohamed M. Naim
Improving automotive garage operations by categorical forecasts using a large number of variables. Eur. J. Oper. Res. 306 (2) (2023)
Yixin Li, Fu Hu, Ying Liu, Michael Ryan, Ray Wang
A hybrid model compression approach via knowledge distillation for predicting energy consumption in additive manufacturing. Int. J. Prod. Res. 61 (13) (2023)
Zechuan Huang, Xin Guo, Ying Liu, Wu Zhao, Kai Zhang
A smart conflict resolution model using multi-layer knowledge graph for conceptual design. Adv. Eng. Informatics 55 (2023)
Yanzhang Tong, Yan Liang, Ying Liu, Irena Spasic, Yulia Hicks
Understanding Context of Use from Online Customer Reviews using BERT. CASE (2022)
Yanzhang Tong, Yan Liang, Irena Spasic, Yulia Hicks, Huicong Hu, Ying Liu
A Data-Driven Approach for Integrating Hedonic Quality and Pragmatic Quality in User Experience Modeling. J. Comput. Inf. Sci. Eng. 22 (6) (2022)
Huicong Hu, Ying Liu, Wen Feng Lu, Xin Guo
A quantitative aesthetic measurement method for product appearance design. Adv. Eng. Informatics 53 (2022)
Wei Yan, Chenxun Lu, Ying Liu, Xumei Zhang, Hua Zhang
An Energy Data-Driven Approach for Operating Status Recognition of Machine Tools Based on Deep Learning. Sensors 22 (17) (2022)
Jian Qin, Zhuoqun Li, Rui Wang, Li Li, Zhe Yu, Xun He, Ying Liu
Industrial Internet of Learning (IIoL): IIoT based pervasive knowledge network for LPWAN - concept, framework and case studies. CCF Trans. Pervasive Comput. Interact. 3 (1) (2021)
Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun
A Large-Scale Benchmark for Food Image Segmentation. CoRR (2021)
Qingyun Yu, Li Li, Hui Zhao, Ying Liu, Kuo-Yi Lin
Evaluation System and Correlation Analysis for Determining the Performance of a Semiconductor Manufacturing System. Complex Syst. Model. Simul. 1 (3) (2021)
Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun
A Large-Scale Benchmark for Food Image Segmentation. ACM Multimedia (2021)
Xin Guo, Ying Liu, Wu Zhao, Jie Wang, Ling Chen
Supporting resilient conceptual design using functional decomposition and conflict resolution. Adv. Eng. Informatics 48 (2021)
Chong Chen, Ying Liu, Xianfang Sun, Carla Di Cairano-Gilfedder, Scott Titmus
An integrated deep learning-based approach for automobile maintenance prediction with GIS data. Reliab. Eng. Syst. Saf. 216 (2021)
Imre Horváth, Yong Zeng, Ying Liu, Joshua D. Summers
Smart designing of smart systems. Artif. Intell. Eng. Des. Anal. Manuf. 35 (2) (2021)
Jialu Yang, Zheyuan Chen, Ying Liu, Michael Ryan
Sliding Window Filter Based Strip Breakage Modelling for Failure Prediction. CASE (2021)
Zheyuan Chen, Ying Liu, Agustin Valera-Medina, Fiona Robinson, Michael Packianather
Multi-faceted modelling for strip breakage in cold rolling using machine learning. Int. J. Prod. Res. 59 (21) (2021)
Harley Oliff, Ying Liu, Maneesh Kumar, Michael Williams
Improving Human-Robot Interaction Utilizing Learning and Intelligence: A Human Factors-Based Approach. IEEE Trans Autom. Sci. Eng. 17 (3) (2020)
Chong Chen, Ying Liu, Xianfang Sun, Carla Di Cairano-Gilfedder, Scott Titmus
Automobile Maintenance Modelling Using gcForest. CASE (2020)
Zhouyang Ding, Zhigang Jiang, Hua Zhang, Wei Cai, Ying Liu
An integrated decision-making method for selecting machine tool guideways considering remanufacturability. Int. J. Comput. Integr. Manuf. 33 (7) (2020)
Ying Liu, Anthony Soroka, Liangxiu Han, Jin Jian, Min Tang
Cloud-based big data analytics for customer insight-driven design innovation in SMEs. Int. J. Inf. Manag. 51 (2020)
Chong Chen, Ying Liu, Shixuan Wang, Xianfang Sun, Carla Di Cairano-Gilfedder, Scott Titmus, Aris A. Syntetos
Predictive maintenance using cox proportional hazard deep learning. Adv. Eng. Informatics 44 (2020)
Zheyuan Chen, Ying Liu, Agustin Valera-Medina, Fiona Robinson
A Multi-source Feature-level Fusion Approach for Predicting Strip Breakage in Cold Rolling. CASE (2020)
Thanos E. Goltsos, Borja Ponte, Shixuan Wang, Ying Liu, Mohamed M. Naim, Aris A. Syntetos
The boomerang returns? Accounting for the impact of uncertainties on the dynamics of remanufacturing systems. Int. J. Prod. Res. 57 (23) (2019)
Zheyuan Chen, Ying Liu, Agustin Valera-Medina, Fiona Robinson
Strip Snap Analytics in Cold Rolling Process Using Machine Learning. CASE (2019)
Bai Yang, Ying Liu, Yan Liang, Min Tang
Exploiting user experience from online customer reviews for product design. Int. J. Inf. Manag. 46 (2019)
Min Tang, Jian Jin, Ying Liu, Chunping Li, Weiwen Zhang
Integrating Topic, Sentiment, and Syntax for Modeling Online Reviews: A Topic Model Approach. J. Comput. Inf. Sci. Eng. 19 (1) (2019)
Chong Chen, Ying Liu, Maneesh Kumar, Jian Qin, Yunxia Ren
Energy consumption modelling using deep learning embedded semi-supervised learning. Comput. Ind. Eng. 135 (2019)
Jian Jin, Ying Liu, Ping Ji, Che Kit Kwong
Review on Recent Advances in Information Mining From Big Consumer Opinion Data for Product Design. J. Comput. Inf. Sci. Eng. 19 (1) (2019)
Yan Liang, Ying Liu, Chong Chen, Zhigang Jiang
Extracting topic-sensitive content from textual documents - A hybrid topic model approach. Eng. Appl. Artif. Intell. 70 (2018)
Yequan Wang, Aixin Sun, Jialong Han, Ying Liu, Xiaoyan Zhu
Sentiment Analysis by Capsules. WWW (2018)
Xiaoying Wang, Yong Zeng, Aurilla Aurelie Arntzen, Kyoung-Yun Kim, Ying Liu
Organizational Capability: Skills Related to Organizational Knowledge. J. Integr. Des. Process. Sci. 21 (1) (2017)
Luye Li, Shuming Gao, Ying Liu, Xiaolian Qin
Enhanced SPARQL-based design rationale retrieval. Artif. Intell. Eng. Des. Anal. Manuf. 30 (4) (2016)
Yong Chen, Meng Zhao, Ying Liu, You-Bai Xie
A formal functional representation methodology for conceptual design of material-flow processing devices. Artif. Intell. Eng. Des. Anal. Manuf. 30 (4) (2016)
Chris A. McMahon, Ying Liu, Daniel McAdams
Engineering design informatics. Artif. Intell. Eng. Des. Anal. Manuf. 30 (4) (2016)
Huimin Jiang, C. K. Kwong, Kin Wai Michael Siu, Ying Liu
Rough set and PSO-based ANFIS approaches to modeling customer satisfaction for affective product design. Adv. Eng. Informatics 29 (3) (2015)
Jian Jin, Ping Ji, Ying Liu
Translating online customer opinions into engineering characteristics in QFD: A probabilistic language analysis approach. Eng. Appl. Artif. Intell. 41 (2015)
Lawrence Wing-Chi Chan, Ying Liu, Tao Chan, Helen K. W. Law, S. C. Cesar Wong, Andy Yeung, K. F. Lo, S. W. Yeung, K. Y. Kwok, William Chan, Thomas Lau, Chi-Ren Shyu
PubMed-supported clinical term weighting approach for improving inter-patient similarity measure in diagnosis prediction. BMC Medical Informatics Decis. Mak. 15 (2015)
Ying Liu, Jian Jin, Ping Ji, Jenny A. Harding, Richard Y. K. Fung
Identifying helpful online reviews: A product designer's perspective. Comput. Aided Des. 45 (2) (2013)
Tiziano Montecchi, Davide Russo, Ying Liu
Searching in Cooperative Patent Classification: Comparison between keyword and concept-based search. Adv. Eng. Informatics 27 (3) (2013)
Jason J. Jung, Yue-Shan Chang, Ying Liu, Chao-Chin Wu
Advances in intelligent grid and cloud computing. Inf. Syst. Frontiers 14 (4) (2012)
Jian Jin, Ping Ji, Ying Liu
Product characteristic weighting for designer from online reviews: an ordinal classification approach. EDBT/ICDT Workshops (2012)
Yan Liang, Ying Liu, Chun-Kit Kwong, Wing Bun Lee
Learning the "Whys": Discovering design rationale using text mining - An algorithm perspective. Comput. Aided Des. 44 (10) (2012)
Ying Liu, Rossi Setchi, Vincent S. Tseng, Feng Chun Wang
Editorial for the special issue of service computing and service oriented enterprise systems in design, manufacturing and supply chain. J. Intell. Manuf. 23 (4) (2012)
Ying Liu, Hui Zhang, Chunping Li, Roger Jianxin Jiao
Workflow simulation for operational decision support using event graph through process mining. Decis. Support Syst. 52 (3) (2012)
Jie Sun, Han Tong Loh, Aik Siang Yeo, Ying Liu
Opinion comparison between internet forums and customer reviews. Int. J. Comput. Appl. Technol. 40 (1/2) (2011)
Jiaming Zhan, Ying Liu, Han Tong Loh
Multidocument Summarization of Engineering Papers Based on Macro- and Microstructure. J. Comput. Inf. Sci. Eng. 11 (1) (2011)
Lawrence Wing-Chi Chan, Ying Liu, Chi-Ren Shyu, Iris F. F. Benzie
A SNOMED supported ontological vector model for subclinical disorder detection using EHR similarity. Eng. Appl. Artif. Intell. 24 (8) (2011)
Aixin Sun, Ying Liu, Ee-Peng Lim
Web classification of conceptual entities using co-training. Expert Syst. Appl. 38 (12) (2011)
Ying Liu, Chris A. McMahon, Karthik Ramani, Dirk Schaefer
Editorial for the special issue of information mining and retrieval in design. Adv. Eng. Informatics 25 (2) (2011)
Soon Chong Johnson Lim, Ying Liu, Wing Bun Lee
A methodology for building a semantically annotated multi-faceted ontology for product family modelling. Adv. Eng. Informatics 25 (2) (2011)
Soon Chong Johnson Lim, Ying Liu, Wing Bun Lee
Multi-facet product information search and retrieval using semantically annotated product family ontology. Inf. Process. Manag. 46 (4) (2010)
Ying Liu, Yan Liang, Soon Chong Johnson Lim
Designing graphical interfaces for design rationale search & retrieval. CHI Extended Abstracts (2010)
Hui Zhang, Ying Liu, Chunping Li, Roger Jianxin Jiao
A Novel Approach of Process Mining with Event Graph. KES (1) (2010)
Jian Jin, Ying Liu
How to interpret the helpfulness of online product reviews: bridging the needs between customers and designers. SMUC@CIKM (2010)
Ying Liu, Yan Liang, Chun-Kit Kwong, Wing Bun Lee
A New Design Rationale Representation Model for Rationale Mining. J. Comput. Inf. Sci. Eng. 10 (3) (2010)
Jiaming Zhan, Han Tong Loh, Ying Liu
On macro- and micro-level information in multiple documents and its influence on summarization. Int. J. Inf. Manag. 29 (1) (2009)
Yan Liang, Zhongshi He, Ying Liu
A Strategy for SPN Detection Based on Biomimetic Pattern Recognition and Knowledge-Based Features. IEA/AIE (2009)
Ying Liu, Lawrence Wing-Chi Chan, Chi-Ren Shyu, Ying Liu
Editorial for the special issue of knowledge discovery and management in biomedical information systems. Inf. Syst. Frontiers 11 (4) (2009)
Aixin Sun, Ee-Peng Lim, Ying Liu
On strategies for imbalanced text classification using SVM: A comparative study. Decis. Support Syst. 48 (1) (2009)
Jiaming Zhan, Han Tong Loh, Ying Liu
Gather customer concerns from online product reviews - A text summarization approach. Expert Syst. Appl. 36 (2) (2009)
Ying Liu, Jenny A. Harding
Editorial for the special issue of knowledge discovery and management in engineering design and manufacturing. J. Intell. Manuf. 20 (5) (2009)
Ying Liu, Han Tong Loh, Aixin Sun
Imbalanced text classification: A term weighting approach. Expert Syst. Appl. 36 (1) (2009)
Alex K. S. Wong, Lawrence Wing-Chi Chan, Ying Liu
Automating object-oriented integration and visualization of multidisciplinary biomedical data in radiology workflow: Compartmental PACS model. Inf. Syst. Frontiers 11 (4) (2009)
Aixin Sun, Ee-Peng Lim, Ying Liu
What makes categories difficult to classify?: a study on predicting classification performance for categories. CIKM (2009)
Yan Liang, Bin Fang, Jiye Qian, Lin Chen, Chunyan Li, Ying Liu
False positive reduction in urinary particle recognition. Expert Syst. Appl. 36 (9) (2009)
Ying Liu, Han Tong Loh
A Simple Probability Based Term Weighting Scheme for Automated Text Classification. IEA/AIE (2007)
Jiaming Zhan, Han Tong Loh, Ying Liu, Aixin Sun
Automatic Text Summarization in Engineering Information Management. ICADL (2007)
Ying Liu, Han Tong Loh
Corpus Building for Corporate Knowledge Discovery and Management: A Case Study of Manufacturing. KES (1) (2007)
Jiaming Zhan, Han Tong Loh, Ying Liu
Summarizing Online Customer Reviews Automatically Based on Topical Structure. WEBIST (Selected Papers) (2007)
Jiaming Zhan, Han Tong Loh, Ying Liu
Automatic Summarization of Online Customer Reviews. WEBIST (3) (2007)
Aixin Sun, Maggy Anastasia Suryanto, Ying Liu
Blog Classification Using Tags: An Empirical Study. ICADL (2007)
John Lim, Ying Liu
The role of cultural diversity and leadership in computer-supported collaborative learning: a content analysis. Inf. Softw. Technol. 48 (3) (2006)
Ivan Yap, Han Tong Loh, Lixiang Shen, Ying Liu
Topic Detection Using MFSs. IEA/AIE (2006)
Ying Liu, Han Tong Loh, Shu Beng Tor
Comparison of Extreme Learning Machine with Support Vector Machine for Text Classification. IEA/AIE (2005)