Ying Liu - RankMe

110 papers A* 2A 1B 1C 6Journal 75Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A multi-dimensional data integration approach for machining system multi-level energy consumption modeling and prediction. Int. J. Comput. Integr. Manuf. Yuxuan Chen, Hua Zhang, Wei Yan, Xumei Zhang, Zhigang Jiang, Ying Liu
2026	J	`jnl`	LLMs in industrial domains: A systematic review of adaptation techniques and applications from the product lifecycle perspective. Adv. Eng. Informatics Guanchen Yu, Yitian Wang, Zixuan Wang, Liang Chen, Yu Zheng, Ying Liu
2025	J	`jnl`	A human digital twin approach for fatigue-aware task planning in human-robot collaborative assembly. Comput. Ind. Eng. Yingchao You, Boliang Cai, Duc Truong Pham, Ying Liu, Ze Ji
2025	J	`jnl`	A multi-scale graph pyramid attention network with knowledge distillation towards edge computing robotic fault diagnosis. Expert Syst. Appl. Chong Chen, Tao Wang, Dong Mao, Ying Liu, Lianglun Cheng
2025	J	`jnl`	Correction to: Multi-domain fusion for cargo UAV fault diagnosis knowledge graph construction. Auton. Intell. Syst. Ao Xiao, Wei Yan, Xumei Zhang, Ying Liu, Hua Zhang, Qi Liu
2025	J	`jnl`	Empowering LLMs by hybrid retrieval-augmented generation for domain-centric Q&A in smart manufacturing. Adv. Eng. Informatics Yuwei Wan, Zheyuan Chen, Ying Liu, Chong Chen, Michael S. Packianather
2025	J	`jnl`	Enhanced bearing RUL prediction based on dynamic temporal attention and mixed MLP. Auton. Intell. Syst. Zhongtian Jin, Chong Chen, Aris A. Syntetos, Ying Liu
2025	J	`jnl`	Large language model assisted fine-grained knowledge graph construction for robotic fault diagnosis. Adv. Eng. Informatics Xingming Liao, Chong Chen, Zhuowei Wang, Ying Liu, Tao Wang, Lianglun Cheng
2025	J	`jnl`	Prompting large language models based on semantic schema for text-to-Cypher transformation towards domain Q&A. Decis. Support Syst. Yuwei Wan, Zheyuan Chen, Ying Liu, Chong Chen, Michael S. Packianather
2024	J	`jnl`	A knowledge graph-supported information fusion approach for multi-faceted conceptual modelling. Inf. Fusion Zheyuan Chen, Yuwei Wan, Ying Liu, Agustin Valera-Medina
2024	J	`jnl`	An investigation of mixed-model assembly line balancing problem with uncertain assembly time in remanufacturing. Comput. Ind. Eng. Qingtao Liu, Xinji Wei, Qi Wang, Jiayao Song, Jingxiang Lv, Ying Liu, Ou Tang
2024	J	`jnl`	Compact convolutional transformers- generative adversarial network for compound fault diagnosis of industrial robot. Eng. Appl. Artif. Intell. Chong Chen, Tao Wang, Kaijie Lu, Ying Liu, Lianglun Cheng
2024	—	`conf`	Human Digital Twin for Real-Time Physical Fatigue Estimation in Human-Robot Collaboration. ICIT Yingchao You, Ying Liu, Ze Ji
2024	J	`jnl`	Multi-domain fusion for cargo UAV fault diagnosis knowledge graph construction. Auton. Intell. Syst. Ao Xiao, Wei Yan, Xumei Zhang, Ying Liu, Hua Zhang, Qi Liu
2023	B	`conf`	A Novel approach using WGAN-GP and Conditional WGAN-GP for Generating Artificial Thermal Images of Induction Motor Faults. KES Shahd Hejazi, Michael S. Packianather, Ying Liu
2023	J	`jnl`	A hybrid model compression approach via knowledge distillation for predicting energy consumption in additive manufacturing. Int. J. Prod. Res. Yixin Li, Fu Hu, Ying Liu, Michael Ryan, Ray Wang
2023	J	`jnl`	A smart conflict resolution model using multi-layer knowledge graph for conceptual design. Adv. Eng. Informatics Zechuan Huang, Xin Guo, Ying Liu, Wu Zhao, Kai Zhang
2023	—	`conf`	Constructing Industrial Knowledge Graph Through Ontology and Link Prediction. CASE Yuwei Wan, Zheyuan Chen, Ying Liu, Michael S. Packianather, Rui Wang
2023	J	`jnl`	Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design. J. Comput. Inf. Sci. Eng. Xin Guo, Zechuan Huang, Ying Liu, Wu Zhao, Zeyuan Yu
2023	J	`jnl`	Improving automotive garage operations by categorical forecasts using a large number of variables. Eur. J. Oper. Res. Shixuan Wang, Aris A. Syntetos, Ying Liu, Carla Di Cairano-Gilfedder, Mohamed M. Naim
2023	J	`jnl`	Process bottlenecks identification and its root cause analysis using fusion-based clustering and knowledge graph. Adv. Eng. Informatics Junya Tang, Ying Liu, Kuo-Yi Lin, Li Li
2023	J	`jnl`	Reinforcement learning-based distant supervision relation extraction for fault diagnosis knowledge graph construction under industry 4.0. Adv. Eng. Informatics Chong Chen, Tao Wang, Yu Zheng, Ying Liu, Haojia Xie, Jianfeng Deng, Lianglun Cheng
2023	J	`jnl`	Task-driven data fusion for additive manufacturing: Framework, approaches, and case studies. J. Ind. Inf. Integr. Fu Hu, Ying Liu, Yixin Li, Shuai Ma, Jian Qin, Jun Song, Xianfang Sun, Qian Tang
2022	—	`conf`	A Convolutional Neural Network with Equal-Resolution Enhancement and Gradual Attention of Features for Tiny Target Detection. CASE Mingyang Cheng, Junliang Wang, Yaqin Zhou, Chuqiao Xu, Ying Liu, Jie Zhang
2022	J	`jnl`	A Data-Driven Approach for Integrating Hedonic Quality and Pragmatic Quality in User Experience Modeling. J. Comput. Inf. Sci. Eng. Yanzhang Tong, Yan Liang, Irena Spasic, Yulia Hicks, Huicong Hu, Ying Liu
2022	J	`jnl`	A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design. J. Comput. Inf. Sci. Eng. Huicong Hu, Ying Liu, Wen Feng Lu, Xin Guo
2022	J	`jnl`	A quantitative aesthetic measurement method for product appearance design. Adv. Eng. Informatics Huicong Hu, Ying Liu, Wen Feng Lu, Xin Guo
2022	J	`jnl`	An Energy Data-Driven Approach for Operating Status Recognition of Machine Tools Based on Deep Learning. Sensors Wei Yan, Chenxun Lu, Ying Liu, Xumei Zhang, Hua Zhang
2022	—	`conf`	From human-human collaboration to human-robot collaboration: automated generation of assembly task knowledge model. ICAC Yingchao You, Ze Ji, Xintong Yang, Ying Liu
2022	J	`jnl`	Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines. J. Comput. Inf. Sci. Eng. Yu Zheng, Xiangyu Bao, Fei Zhao, Chong Chen, Ying Liu, Bo Sun, Haotong Wang
2022	J	`jnl`	Recent advances of AI for engineering service and maintenance. Auton. Intell. Syst. Chong Chen, Dazhong Wu, Ying Liu
2022	—	`conf`	Understanding Context of Use from Online Customer Reviews using BERT. CASE Yanzhang Tong, Yan Liang, Ying Liu, Irena Spasic, Yulia Hicks
2021	A*	`conf`	A Large-Scale Benchmark for Food Image Segmentation. ACM Multimedia Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun
2021	J	`jnl`	A Large-Scale Benchmark for Food Image Segmentation. CoRR Xiongwei Wu, Xin Fu, Ying Liu, Ee-Peng Lim, Steven C. H. Hoi, Qianru Sun
2021	C	`conf`	Advances of Digital Twins for Predictive Maintenance. ISM Yingchao You, Chong Chen, Fu Hu, Ying Liu, Ze Ji
2021	J	`jnl`	An integrated deep learning-based approach for automobile maintenance prediction with GIS data. Reliab. Eng. Syst. Saf. Chong Chen, Ying Liu, Xianfang Sun, Carla Di Cairano-Gilfedder, Scott Titmus
2021	J	`jnl`	Evaluation System and Correlation Analysis for Determining the Performance of a Semiconductor Manufacturing System. Complex Syst. Model. Simul. Qingyun Yu, Li Li, Hui Zhao, Ying Liu, Kuo-Yi Lin
2021	C	`conf`	Exploiting Knowledge Graph for Multi-faceted Conceptual Modelling using GCN. ISM Yuwei Wan, Zhenyuan Chen, Fu Hu, Ying Liu, Michael S. Packianather, Rui Wang
2021	J	`jnl`	Industrial Internet of Learning (IIoL): IIoT based pervasive knowledge network for LPWAN - concept, framework and case studies. CCF Trans. Pervasive Comput. Interact. Jian Qin, Zhuoqun Li, Rui Wang, Li Li, Zhe Yu, Xun He, Ying Liu
2021	J	`jnl`	Multi-faceted modelling for strip breakage in cold rolling using machine learning. Int. J. Prod. Res. Zheyuan Chen, Ying Liu, Agustin Valera-Medina, Fiona Robinson, Michael S. Packianather
2021	—	`conf`	Sliding Window Filter Based Strip Breakage Modelling for Failure Prediction. CASE Jialu Yang, Zheyuan Chen, Ying Liu, Michael Ryan
2021	J	`jnl`	Smart designing of smart systems. Artif. Intell. Eng. Des. Anal. Manuf. Imre Horváth, Yong Zeng, Ying Liu, Joshua D. Summers
2021	J	`jnl`	Supporting resilient conceptual design using functional decomposition and conflict resolution. Adv. Eng. Informatics Xin Guo, Ying Liu, Wu Zhao, Jie Wang, Ling Chen
2020	—	`conf`	A Hybrid Machine Learning Approach for Energy Consumption Prediction in Additive Manufacturing. ICPR Workshops (4) Yixin Li, Fu Hu, Jian Qin, Michael Ryan, Ray Wang, Ying Liu
2020	—	`conf`	A Multi-source Feature-level Fusion Approach for Predicting Strip Breakage in Cold Rolling. CASE Zheyuan Chen, Ying Liu, Agustin Valera-Medina, Fiona Robinson
2020	J	`jnl`	An integrated decision-making method for selecting machine tool guideways considering remanufacturability. Int. J. Comput. Integr. Manuf. Zhouyang Ding, Zhigang Jiang, Hua Zhang, Wei Cai, Ying Liu
2020	—	`conf`	Automobile Maintenance Modelling Using gcForest. CASE Chong Chen, Ying Liu, Xianfang Sun, Carla Di Cairano-Gilfedder, Scott Titmus
2020	J	`jnl`	Cloud-based big data analytics for customer insight-driven design innovation in SMEs. Int. J. Inf. Manag. Ying Liu, Anthony Soroka, Liangxiu Han, Jin Jian, Min Tang
2020	—	`conf`	Feature-level Data Fusion for Energy Consumption Analytics in Additive Manufacturing. CASE Fu Hu, Ying Liu, Jian Qin, Xianfang Sun, Paul Witherell
2020	J	`jnl`	Improving Human-Robot Interaction Utilizing Learning and Intelligence: A Human Factors-Based Approach. IEEE Trans Autom. Sci. Eng. Harley Oliff, Ying Liu, Maneesh Kumar, Michael Williams
2020	J	`jnl`	Predictive maintenance using cox proportional hazard deep learning. Adv. Eng. Informatics Chong Chen, Ying Liu, Shixuan Wang, Xianfang Sun, Carla Di Cairano-Gilfedder, Scott Titmus, Aris A. Syntetos
2019	J	`jnl`	Energy consumption modelling using deep learning embedded semi-supervised learning. Comput. Ind. Eng. Chong Chen, Ying Liu, Maneesh Kumar, Jian Qin, Yunxia Ren
2019	J	`jnl`	Exploiting user experience from online customer reviews for product design. Int. J. Inf. Manag. Bai Yang, Ying Liu, Yan Liang, Min Tang
2019	J	`jnl`	Integrating Topic, Sentiment, and Syntax for Modeling Online Reviews: A Topic Model Approach. J. Comput. Inf. Sci. Eng. Min Tang, Jian Jin, Ying Liu, Chunping Li, Weiwen Zhang
2019	J	`jnl`	Review on Recent Advances in Information Mining From Big Consumer Opinion Data for Product Design. J. Comput. Inf. Sci. Eng. Jian Jin, Ying Liu, Ping Ji, Che Kit Kwong
2019	—	`conf`	Strip Snap Analytics in Cold Rolling Process Using Machine Learning. CASE Zheyuan Chen, Ying Liu, Agustin Valera-Medina, Fiona Robinson
2019	J	`jnl`	The boomerang returns? Accounting for the impact of uncertainties on the dynamics of remanufacturing systems. Int. J. Prod. Res. Thanos E. Goltsos, Borja Ponte, Shixuan Wang, Ying Liu, Mohamed M. Naim, Aris A. Syntetos
2018	J	`jnl`	Extracting topic-sensitive content from textual documents - A hybrid topic model approach. Eng. Appl. Artif. Intell. Yan Liang, Ying Liu, Chong Chen, Zhigang Jiang
2018	J	`jnl`	Multi-source data analytics for AM energy consumption prediction. Adv. Eng. Informatics Jian Qin, Ying Liu, Roger I. Grosvenor
2018	A*	`conf`	Sentiment Analysis by Capsules. WWW Yequan Wang, Aixin Sun, Jialong Han, Ying Liu, Xiaoyan Zhu
2017	J	`jnl`	Automatic Discovery of Design Task Structure Using Deep Belief Nets. J. Comput. Inf. Sci. Eng. Lijun Lan, Ying Liu, Wen Feng Lu
2017	—	`conf`	Data analytics for energy consumption of digital manufacturing systems using Internet of Things method. CASE Jian Qin, Ying Liu, Roger I. Grosvenor
2017	J	`jnl`	Organizational Capability: Skills Related to Organizational Knowledge. J. Integr. Des. Process. Sci. Xiaoying Wang, Yong Zeng, Aurilla Aurelie Arntzen, Kyoung-Yun Kim, Ying Liu
2016	J	`jnl`	A formal functional representation methodology for conceptual design of material-flow processing devices. Artif. Intell. Eng. Des. Anal. Manuf. Yong Chen, Meng Zhao, Ying Liu, You-Bai Xie
2016	J	`jnl`	Engineering design informatics. Artif. Intell. Eng. Des. Anal. Manuf. Chris A. McMahon, Ying Liu, Daniel McAdams
2016	J	`jnl`	Enhanced SPARQL-based design rationale retrieval. Artif. Intell. Eng. Des. Anal. Manuf. Luye Li, Shuming Gao, Ying Liu, Xiaolian Qin
2015	J	`jnl`	PubMed-supported clinical term weighting approach for improving inter-patient similarity measure in diagnosis prediction. BMC Medical Informatics Decis. Mak. 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
2015	J	`jnl`	Rough set and PSO-based ANFIS approaches to modeling customer satisfaction for affective product design. Adv. Eng. Informatics Huimin Jiang, C. K. Kwong, Kin Wai Michael Siu, Ying Liu
2015	J	`jnl`	Translating online customer opinions into engineering characteristics in QFD: A probabilistic language analysis approach. Eng. Appl. Artif. Intell. Jian Jin, Ping Ji, Ying Liu
2013	J	`jnl`	Identifying helpful online reviews: A product designer's perspective. Comput. Aided Des. Ying Liu, Jian Jin, Ping Ji, Jenny A. Harding, Richard Y. K. Fung
2013	J	`jnl`	Searching in Cooperative Patent Classification: Comparison between keyword and concept-based search. Adv. Eng. Informatics Tiziano Montecchi, Davide Russo, Ying Liu
2012	J	`jnl`	Advances in intelligent grid and cloud computing. Inf. Syst. Frontiers Jason J. Jung, Yue-Shan Chang, Ying Liu, Chao-Chin Wu
2012	J	`jnl`	Editorial for the special issue of service computing and service oriented enterprise systems in design, manufacturing and supply chain. J. Intell. Manuf. Ying Liu, Rossi Setchi, Vincent S. Tseng, Feng Chun Wang
2012	J	`jnl`	Learning the "Whys": Discovering design rationale using text mining - An algorithm perspective. Comput. Aided Des. Yan Liang, Ying Liu, Chun-Kit Kwong, Wing Bun Lee
2012	—	`conf`	Product characteristic weighting for designer from online reviews: an ordinal classification approach. EDBT/ICDT Workshops Jian Jin, Ping Ji, Ying Liu
2012	J	`jnl`	Workflow simulation for operational decision support using event graph through process mining. Decis. Support Syst. Ying Liu, Hui Zhang, Chunping Li, Roger Jianxin Jiao
2011	J	`jnl`	A SNOMED supported ontological vector model for subclinical disorder detection using EHR similarity. Eng. Appl. Artif. Intell. Lawrence Wing-Chi Chan, Ying Liu, Chi-Ren Shyu, Iris F. F. Benzie
2011	J	`jnl`	A methodology for building a semantically annotated multi-faceted ontology for product family modelling. Adv. Eng. Informatics Soon Chong Johnson Lim, Ying Liu, Wing Bun Lee
2011	J	`jnl`	Editorial for the special issue of information mining and retrieval in design. Adv. Eng. Informatics Ying Liu, Chris A. McMahon, Karthik Ramani, Dirk Schaefer
2011	J	`jnl`	Multidocument Summarization of Engineering Papers Based on Macro- and Microstructure. J. Comput. Inf. Sci. Eng. Jiaming Zhan, Ying Liu, Han Tong Loh
2011	J	`jnl`	Opinion comparison between internet forums and customer reviews. Int. J. Comput. Appl. Technol. Jie Sun, Han Tong Loh, Aik Siang Yeo, Ying Liu
2011	J	`jnl`	Web classification of conceptual entities using co-training. Expert Syst. Appl. Aixin Sun, Ying Liu, Ee-Peng Lim
2010	J	`jnl`	A New Design Rationale Representation Model for Rationale Mining. J. Comput. Inf. Sci. Eng. Ying Liu, Yan Liang, Chun-Kit Kwong, Wing Bun Lee
2010	—	`conf`	A Novel Approach of Process Mining with Event Graph. KES (1) Hui Zhang, Ying Liu, Chunping Li, Roger Jianxin Jiao
2010	—	`conf`	Designing graphical interfaces for design rationale search & retrieval. CHI Extended Abstracts Ying Liu, Yan Liang, Soon Chong Johnson Lim
2010	—	`conf`	How to interpret the helpfulness of online product reviews: bridging the needs between customers and designers. SMUC@CIKM Jian Jin, Ying Liu
2010	J	`jnl`	Multi-facet product information search and retrieval using semantically annotated product family ontology. Inf. Process. Manag. Soon Chong Johnson Lim, Ying Liu, Wing Bun Lee
2009	C	`conf`	A Strategy for SPN Detection Based on Biomimetic Pattern Recognition and Knowledge-Based Features. IEA/AIE Yan Liang, Zhongshi He, Ying Liu
2009	—	`conf`	A design rationale representation model using patent documents. PaIR@CIKM Yan Liang, Ying Liu, Chun-Kit Kwong, Wing Bun Lee
2009	J	`jnl`	Automating object-oriented integration and visualization of multidisciplinary biomedical data in radiology workflow: Compartmental PACS model. Inf. Syst. Frontiers Alex K. S. Wong, Lawrence Wing-Chi Chan, Ying Liu
2009	J	`jnl`	Editorial for the special issue of knowledge discovery and management in biomedical information systems. Inf. Syst. Frontiers Ying Liu, Lawrence Wing-Chi Chan, Chi-Ren Shyu, Ying Liu
2009	J	`jnl`	Editorial for the special issue of knowledge discovery and management in engineering design and manufacturing. J. Intell. Manuf. Ying Liu, Jenny A. Harding
2009	J	`jnl`	False positive reduction in urinary particle recognition. Expert Syst. Appl. Yan Liang, Bin Fang, Jiye Qian, Lin Chen, Chunyan Li, Ying Liu
2009	—	`ch.`	From Faceted Classification to Knowledge Discovery of Semi-structured Text Records. Foundations of Computational Intelligence (6) Yee Mey Goh, Matt Giess, Chris A. McMahon, Ying Liu
2009	J	`jnl`	Gather customer concerns from online product reviews - A text summarization approach. Expert Syst. Appl. Jiaming Zhan, Han Tong Loh, Ying Liu
2009	J	`jnl`	Imbalanced text classification: A term weighting approach. Expert Syst. Appl. Ying Liu, Han Tong Loh, Aixin Sun
2009	J	`jnl`	On macro- and micro-level information in multiple documents and its influence on summarization. Int. J. Inf. Manag. Jiaming Zhan, Han Tong Loh, Ying Liu
2009	J	`jnl`	On strategies for imbalanced text classification using SVM: A comparative study. Decis. Support Syst. Aixin Sun, Ee-Peng Lim, Ying Liu
2009	A	`conf`	What makes categories difficult to classify?: a study on predicting classification performance for categories. CIKM Aixin Sun, Ee-Peng Lim, Ying Liu
2008	—	`book`	Advances of Computational Intelligence in Industrial Systems Ying Liu, Aixin Sun, Han Tong Loh, Wen Feng Lu, Ee-Peng Lim
2008	—	`ch.`	DICOM-Based Multidisciplinary Platform for Clinical Decision Support: Needs and Direction. Advances of Computational Intelligence in Industrial Systems Lawrence Wing-Chi Chan, Phoebe Suk-Tak Chan, Yongping Zheng, Alex Ka-Shing Wong, Ying Liu, Iris Frances Forster Benzie
2007	C	`conf`	A Simple Probability Based Term Weighting Scheme for Automated Text Classification. IEA/AIE Ying Liu, Han Tong Loh
2007	—	`conf`	Automatic Summarization of Online Customer Reviews. WEBIST (3) Jiaming Zhan, Han Tong Loh, Ying Liu
2007	—	`conf`	Automatic Text Summarization in Engineering Information Management. ICADL Jiaming Zhan, Han Tong Loh, Ying Liu, Aixin Sun
2007	—	`conf`	Blog Classification Using Tags: An Empirical Study. ICADL Aixin Sun, Maggy Anastasia Suryanto, Ying Liu
2007	—	`conf`	Corpus Building for Corporate Knowledge Discovery and Management: A Case Study of Manufacturing. KES (1) Ying Liu, Han Tong Loh
2007	—	`conf`	Summarizing Online Customer Reviews Automatically Based on Topical Structure. WEBIST (Selected Papers) Jiaming Zhan, Han Tong Loh, Ying Liu
2006	J	`jnl`	The role of cultural diversity and leadership in computer-supported collaborative learning: a content analysis. Inf. Softw. Technol. John Lim, Ying Liu
2006	C	`conf`	Topic Detection Using MFSs. IEA/AIE Ivan Yap, Han Tong Loh, Lixiang Shen, Ying Liu
2005	C	`conf`	Comparison of Extreme Learning Machine with Support Vector Machine for Text Classification. IEA/AIE Ying Liu, Han Tong Loh, Shu Beng Tor