Comparison of Extreme Learning Machine with Support Vector Machine for Text Classification. - Ying Liu 004; Han Tong Loh; Shu Beng Tor (IEA/AIE, 2005)

Topic Detection Using MFSs. - Ivan Yap; Han Tong Loh; Lixiang Shen; Ying Liu 004 (IEA/AIE, 2006)

The role of cultural diversity and leadership in computer-supported collaborative learning: a content analysis. - John Lim; Ying Liu 004 (Inf. Softw. Technol., 2006)

Blog Classification Using Tags: An Empirical Study. - Aixin Sun; Maggy Anastasia Suryanto; Ying Liu 004 (ICADL, 2007)

Automatic Text Summarization in Engineering Information Management. - Jiaming Zhan; Han Tong Loh; Ying Liu 004; Aixin Sun (ICADL, 2007)

A Simple Probability Based Term Weighting Scheme for Automated Text Classification. - Ying Liu 004; Han Tong Loh (IEA/AIE, 2007)

Corpus Building for Corporate Knowledge Discovery and Management: A Case Study of Manufacturing. - Ying Liu 004; Han Tong Loh (KES (1), 2007)

Summarizing Online Customer Reviews Automatically Based on Topical Structure. - Jiaming Zhan; Han Tong Loh; Ying Liu 004 (WEBIST (Selected Papers), 2007)

Automatic Summarization of Online Customer Reviews. - Jiaming Zhan; Han Tong Loh; Ying Liu 004 (WEBIST (3), 2007)

DICOM-Based Multidisciplinary Platform for Clinical Decision Support: Needs and Direction. - Lawrence Wing-Chi Chan; Phoebe Suk-Tak Chan; Yongping Zheng; Alex Ka-Shing Wong; Ying Liu 004; Iris Frances Forster Benzie (Advances of Computational Intelligence in Industrial Systems, 2008)

A design rationale representation model using patent documents. - Yan Liang; Ying Liu 004; Chun-Kit Kwong; Wing Bun Lee (PaIR@CIKM, 2009)

What makes categories difficult to classify?: a study on predicting classification performance for categories. - Aixin Sun; Ee-Peng Lim; Ying Liu 004 (CIKM, 2009)

A Strategy for SPN Detection Based on Biomimetic Pattern Recognition and Knowledge-Based Features. - Yan Liang; Zhongshi He; Ying Liu 004 (IEA/AIE, 2009)

On strategies for imbalanced text classification using SVM: A comparative study. - Aixin Sun; Ee-Peng Lim; Ying Liu 004 (Decis. Support Syst., 2009)

False positive reduction in urinary particle recognition. - Yan Liang; Bin Fang 001; Jiye Qian; Lin Chen 023; Chunyan Li; Ying Liu 004 (Expert Syst. Appl., 2009)

Imbalanced text classification: A term weighting approach. - Ying Liu 004; Han Tong Loh; Aixin Sun (Expert Syst. Appl., 2009)

Gather customer concerns from online product reviews - A text summarization approach. - Jiaming Zhan; Han Tong Loh; Ying Liu 004 (Expert Syst. Appl., 2009)

On macro- and micro-level information in multiple documents and its influence on summarization. - Jiaming Zhan; Han Tong Loh; Ying Liu 004 (Int. J. Inf. Manag., 2009)

Editorial for the special issue of knowledge discovery and management in biomedical information systems. - Ying Liu 004; Lawrence Wing-Chi Chan; Chi-Ren Shyu; Ying Liu 007 (Inf. Syst. Frontiers, 2009)

Automating object-oriented integration and visualization of multidisciplinary biomedical data in radiology workflow: Compartmental PACS model. - Alex K. S. Wong; Lawrence Wing-Chi Chan; Ying Liu 004 (Inf. Syst. Frontiers, 2009)

Editorial for the special issue of knowledge discovery and management in engineering design and manufacturing. - Ying Liu 004; Jenny A. Harding (J. Intell. Manuf., 2009)

From Faceted Classification to Knowledge Discovery of Semi-structured Text Records. - Yee Mey Goh; Matt Giess; Chris A. McMahon; Ying Liu 004 (Foundations of Computational Intelligence (6), 2009)

Designing graphical interfaces for design rationale search & retrieval. - Ying Liu 004; Yan Liang; Soon Chong Johnson Lim (CHI Extended Abstracts, 2010)

How to interpret the helpfulness of online product reviews: bridging the needs between customers and designers. - Jian Jin; Ying Liu 004 (SMUC@CIKM, 2010)

A Novel Approach of Process Mining with Event Graph. - Hui Zhang; Ying Liu 004; Chunping Li; Roger Jianxin Jiao (KES (1), 2010)

Multi-facet product information search and retrieval using semantically annotated product family ontology. - Soon Chong Johnson Lim; Ying Liu 004; Wing Bun Lee (Inf. Process. Manag., 2010)

A New Design Rationale Representation Model for Rationale Mining. - Ying Liu 004; Yan Liang; Chun-Kit Kwong; Wing Bun Lee (J. Comput. Inf. Sci. Eng., 2010)

A methodology for building a semantically annotated multi-faceted ontology for product family modelling. - Soon Chong Johnson Lim; Ying Liu 004; Wing Bun Lee (Adv. Eng. Informatics, 2011)

Editorial for the special issue of information mining and retrieval in design. - Ying Liu 004; Chris A. McMahon; Karthik Ramani; Dirk Schaefer (Adv. Eng. Informatics, 2011)

A SNOMED supported ontological vector model for subclinical disorder detection using EHR similarity. - Lawrence Wing-Chi Chan; Ying Liu 004; Chi-Ren Shyu; Iris F. F. Benzie (Eng. Appl. Artif. Intell., 2011)

Web classification of conceptual entities using co-training. - Aixin Sun; Ying Liu 004; Ee-Peng Lim (Expert Syst. Appl., 2011)

Opinion comparison between internet forums and customer reviews. - Jie Sun; Han Tong Loh; Aik Siang Yeo; Ying Liu 004 (Int. J. Comput. Appl. Technol., 2011)

Multidocument Summarization of Engineering Papers Based on Macro- and Microstructure. - Jiaming Zhan; Ying Liu 004; Han Tong Loh (J. Comput. Inf. Sci. Eng., 2011)

Product characteristic weighting for designer from online reviews: an ordinal classification approach. - Jian Jin; Ping Ji 001; Ying Liu 004 (EDBT/ICDT Workshops, 2012)

Learning the "Whys": Discovering design rationale using text mining - An algorithm perspective. - Yan Liang; Ying Liu 004; Chun-Kit Kwong; Wing Bun Lee (Comput. Aided Des., 2012)

Workflow simulation for operational decision support using event graph through process mining. - Ying Liu 004; Hui Zhang; Chunping Li; Roger Jianxin Jiao (Decis. Support Syst., 2012)

Advances in intelligent grid and cloud computing. - Jason J. Jung; Yue-Shan Chang; Ying Liu 004; Chao-Chin Wu (Inf. Syst. Frontiers, 2012)

Editorial for the special issue of service computing and service oriented enterprise systems in design, manufacturing and supply chain. - Ying Liu 004; Rossi Setchi; Vincent S. Tseng; Feng Chun Wang (J. Intell. Manuf., 2012)

Searching in Cooperative Patent Classification: Comparison between keyword and concept-based search. - Tiziano Montecchi; Davide Russo; Ying Liu 004 (Adv. Eng. Informatics, 2013)

Identifying helpful online reviews: A product designer's perspective. - Ying Liu 004; Jian Jin; Ping Ji 001; Jenny A. Harding; Richard Y. K. Fung (Comput. Aided Des., 2013)

Rough set and PSO-based ANFIS approaches to modeling customer satisfaction for affective product design. - Huimin Jiang; C. K. Kwong 001; Kin Wai Michael Siu; Ying Liu 004 (Adv. Eng. Informatics, 2015)

Translating online customer opinions into engineering characteristics in QFD: A probabilistic language analysis approach. - Jian Jin; Ping Ji 001; Ying Liu 004 (Eng. Appl. Artif. Intell., 2015)

PubMed-supported clinical term weighting approach for improving inter-patient similarity measure in diagnosis prediction. - Lawrence Wing-Chi Chan; Ying Liu 004; 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 (BMC Medical Informatics Decis. Mak., 2015)

A formal functional representation methodology for conceptual design of material-flow processing devices. - Yong Chen; Meng Zhao; Ying Liu 004; You-Bai Xie (Artif. Intell. Eng. Des. Anal. Manuf., 2016)

Enhanced SPARQL-based design rationale retrieval. - Luye Li; Shuming Gao; Ying Liu 004; Xiaolian Qin (Artif. Intell. Eng. Des. Anal. Manuf., 2016)

Engineering design informatics. - Chris A. McMahon; Ying Liu 004; Daniel McAdams (Artif. Intell. Eng. Des. Anal. Manuf., 2016)

Data analytics for energy consumption of digital manufacturing systems using Internet of Things method. - Jian Qin 002; Ying Liu 004; Roger I. Grosvenor (CASE, 2017)

Automatic Discovery of Design Task Structure Using Deep Belief Nets. - Lijun Lan; Ying Liu 004; Wen Feng Lu (J. Comput. Inf. Sci. Eng., 2017)

Organizational Capability: Skills Related to Organizational Knowledge. - Xiaoying Wang; Yong Zeng 004; Aurilla Aurelie Arntzen; Kyoung-Yun Kim; Ying Liu 004 (J. Integr. Des. Process. Sci., 2017)

Sentiment Analysis by Capsules. - Yequan Wang; Aixin Sun; Jialong Han; Ying Liu 004; Xiaoyan Zhu 001 (WWW, 2018)

Multi-source data analytics for AM energy consumption prediction. - Jian Qin 002; Ying Liu 004; Roger I. Grosvenor (Adv. Eng. Informatics, 2018)

Extracting topic-sensitive content from textual documents - A hybrid topic model approach. - Yan Liang; Ying Liu 004; Chong Chen 010; Zhigang Jiang (Eng. Appl. Artif. Intell., 2018)

Strip Snap Analytics in Cold Rolling Process Using Machine Learning. - Zheyuan Chen; Ying Liu 004; Agustin Valera-Medina; Fiona Robinson (CASE, 2019)

Energy consumption modelling using deep learning embedded semi-supervised learning. - Chong Chen 010; Ying Liu 004; Maneesh Kumar; Jian Qin 002; Yunxia Ren (Comput. Ind. Eng., 2019)

Exploiting user experience from online customer reviews for product design. - Bai Yang; Ying Liu 004; Yan Liang; Min Tang (Int. J. Inf. Manag., 2019)

The boomerang returns? Accounting for the impact of uncertainties on the dynamics of remanufacturing systems. - Thanos E. Goltsos; Borja Ponte; Shixuan Wang; Ying Liu 004; Mohamed M. Naim; Aris A. Syntetos (Int. J. Prod. Res., 2019)

Review on Recent Advances in Information Mining From Big Consumer Opinion Data for Product Design. - Jian Jin; Ying Liu 004; Ping Ji 001; Che Kit Kwong (J. Comput. Inf. Sci. Eng., 2019)

Integrating Topic, Sentiment, and Syntax for Modeling Online Reviews: A Topic Model Approach. - Min Tang; Jian Jin; Ying Liu 004; Chunping Li; Weiwen Zhang (J. Comput. Inf. Sci. Eng., 2019)

Automobile Maintenance Modelling Using gcForest. - Chong Chen 010; Ying Liu 004; Xianfang Sun; Carla Di Cairano-Gilfedder; Scott Titmus (CASE, 2020)

A Multi-source Feature-level Fusion Approach for Predicting Strip Breakage in Cold Rolling. - Zheyuan Chen; Ying Liu 004; Agustin Valera-Medina; Fiona Robinson (CASE, 2020)

Feature-level Data Fusion for Energy Consumption Analytics in Additive Manufacturing. - Fu Hu; Ying Liu 004; Jian Qin 002; Xianfang Sun; Paul Witherell (CASE, 2020)

A Hybrid Machine Learning Approach for Energy Consumption Prediction in Additive Manufacturing. - Yixin Li; Fu Hu; Jian Qin 002; Michael Ryan; Ray Wang; Ying Liu 004 (ICPR Workshops (4), 2020)

Predictive maintenance using cox proportional hazard deep learning. - Chong Chen 010; Ying Liu 004; Shixuan Wang; Xianfang Sun; Carla Di Cairano-Gilfedder; Scott Titmus; Aris A. Syntetos (Adv. Eng. Informatics, 2020)

An integrated decision-making method for selecting machine tool guideways considering remanufacturability. - Zhouyang Ding; Zhigang Jiang; Hua Zhang 012; Wei Cai 007; Ying Liu 004 (Int. J. Comput. Integr. Manuf., 2020)

Cloud-based big data analytics for customer insight-driven design innovation in SMEs. - Ying Liu 004; Anthony Soroka; Liangxiu Han; Jin Jian; Min Tang (Int. J. Inf. Manag., 2020)

Improving Human-Robot Interaction Utilizing Learning and Intelligence: A Human Factors-Based Approach. - Harley Oliff; Ying Liu 004; Maneesh Kumar; Michael Williams (IEEE Trans Autom. Sci. Eng., 2020)

Sliding Window Filter Based Strip Breakage Modelling for Failure Prediction. - Jialu Yang; Zheyuan Chen; Ying Liu 004; Michael Ryan (CASE, 2021)

Exploiting Knowledge Graph for Multi-faceted Conceptual Modelling using GCN. - Yuwei Wan; Zhenyuan Chen; Fu Hu; Ying Liu 004; Michael S. Packianather; Rui Wang (ISM, 2021)

Advances of Digital Twins for Predictive Maintenance. - Yingchao You; Chong Chen 010; Fu Hu; Ying Liu 004; Ze Ji (ISM, 2021)

A Large-Scale Benchmark for Food Image Segmentation. - Xiongwei Wu; Xin Fu; Ying Liu 004; Ee-Peng Lim; Steven C. H. Hoi; Qianru Sun (ACM Multimedia, 2021)

Supporting resilient conceptual design using functional decomposition and conflict resolution. - Xin Guo 009; Ying Liu 004; Wu Zhao; Jie Wang; Ling Chen (Adv. Eng. Informatics, 2021)

Smart designing of smart systems. - Imre Horváth; Yong Zeng 004; Ying Liu 004; Joshua D. Summers (Artif. Intell. Eng. Des. Anal. Manuf., 2021)

Industrial Internet of Learning (IIoL): IIoT based pervasive knowledge network for LPWAN - concept, framework and case studies. - Jian Qin 002; Zhuoqun Li; Rui Wang; Li Li 008; Zhe Yu; Xun He; Ying Liu 004 (CCF Trans. Pervasive Comput. Interact., 2021)

Evaluation System and Correlation Analysis for Determining the Performance of a Semiconductor Manufacturing System. - Qingyun Yu; Li Li 008; Hui Zhao 020; Ying Liu 004; Kuo-Yi Lin (Complex Syst. Model. Simul., 2021)

Multi-faceted modelling for strip breakage in cold rolling using machine learning. - Zheyuan Chen; Ying Liu 004; Agustin Valera-Medina; Fiona Robinson; Michael S. Packianather (Int. J. Prod. Res., 2021)

An integrated deep learning-based approach for automobile maintenance prediction with GIS data. - Chong Chen 010; Ying Liu 004; Xianfang Sun; Carla Di Cairano-Gilfedder; Scott Titmus (Reliab. Eng. Syst. Saf., 2021)

A Convolutional Neural Network with Equal-Resolution Enhancement and Gradual Attention of Features for Tiny Target Detection. - Mingyang Cheng; Junliang Wang; Yaqin Zhou; Chuqiao Xu; Ying Liu 004; Jie Zhang 041 (CASE, 2022)

Understanding Context of Use from Online Customer Reviews using BERT. - Yanzhang Tong; Yan Liang; Ying Liu 004; Irena Spasic; Yulia Hicks (CASE, 2022)

From human-human collaboration to human-robot collaboration: automated generation of assembly task knowledge model. - Yingchao You; Ze Ji; Xintong Yang; Ying Liu 004 (ICAC, 2022)

A quantitative aesthetic measurement method for product appearance design. - Huicong Hu; Ying Liu 004; Wen Feng Lu; Xin Guo 009 (Adv. Eng. Informatics, 2022)

Recent advances of AI for engineering service and maintenance. - Chong Chen 010; Dazhong Wu; Ying Liu 004 (Auton. Intell. Syst., 2022)

A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design. - Huicong Hu; Ying Liu 004; Wen Feng Lu; Xin Guo 009 (J. Comput. Inf. Sci. Eng., 2022)

A Data-Driven Approach for Integrating Hedonic Quality and Pragmatic Quality in User Experience Modeling. - Yanzhang Tong; Yan Liang; Irena Spasic; Yulia Hicks; Huicong Hu; Ying Liu 004 (J. Comput. Inf. Sci. Eng., 2022)

Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines. - Yu Zheng 012; Xiangyu Bao; Fei Zhao; Chong Chen 010; Ying Liu 004; Bo Sun; Haotong Wang (J. Comput. Inf. Sci. Eng., 2022)

An Energy Data-Driven Approach for Operating Status Recognition of Machine Tools Based on Deep Learning. - Wei Yan; Chenxun Lu; Ying Liu 004; Xumei Zhang; Hua Zhang 012 (Sensors, 2022)

Constructing Industrial Knowledge Graph Through Ontology and Link Prediction. - Yuwei Wan; Zheyuan Chen; Ying Liu 004; Michael S. Packianather; Rui Wang (CASE, 2023)

A Novel approach using WGAN-GP and Conditional WGAN-GP for Generating Artificial Thermal Images of Induction Motor Faults. - Shahd Hejazi; Michael S. Packianather; Ying Liu 004 (KES, 2023)

Improving automotive garage operations by categorical forecasts using a large number of variables. - Shixuan Wang; Aris A. Syntetos; Ying Liu 004; Carla Di Cairano-Gilfedder; Mohamed M. Naim (Eur. J. Oper. Res., 2023)

A hybrid model compression approach via knowledge distillation for predicting energy consumption in additive manufacturing. - Yixin Li; Fu Hu; Ying Liu 004; Michael Ryan; Ray Wang (Int. J. Prod. Res., 2023)

Reinforcement learning-based distant supervision relation extraction for fault diagnosis knowledge graph construction under industry 4.0. - Chong Chen 010; Tao Wang 014; Yu Zheng 012; Ying Liu 004; Haojia Xie; Jianfeng Deng; Lianglun Cheng (Adv. Eng. Informatics, 2023)

A smart conflict resolution model using multi-layer knowledge graph for conceptual design. - Zechuan Huang; Xin Guo 009; Ying Liu 004; Wu Zhao; Kai Zhang (Adv. Eng. Informatics, 2023)

Process bottlenecks identification and its root cause analysis using fusion-based clustering and knowledge graph. - Junya Tang; Ying Liu 004; Kuo-Yi Lin; Li Li 008 (Adv. Eng. Informatics, 2023)

Task-driven data fusion for additive manufacturing: Framework, approaches, and case studies. - Fu Hu; Ying Liu 004; Yixin Li; Shuai Ma; Jian Qin 002; Jun Song; Xianfang Sun; Qian Tang (J. Ind. Inf. Integr., 2023)

Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design. - Xin Guo 009; Zechuan Huang; Ying Liu 004; Wu Zhao; Zeyuan Yu (J. Comput. Inf. Sci. Eng., 2023)

Human Digital Twin for Real-Time Physical Fatigue Estimation in Human-Robot Collaboration. - Yingchao You; Ying Liu 004; Ze Ji (ICIT, 2024)

An investigation of mixed-model assembly line balancing problem with uncertain assembly time in remanufacturing. - Qingtao Liu; Xinji Wei; Qi Wang; Jiayao Song; Jingxiang Lv; Ying Liu 004; Ou Tang (Comput. Ind. Eng., 2024)

Compact convolutional transformers- generative adversarial network for compound fault diagnosis of industrial robot. - Chong Chen 010; Tao Wang 014; Kaijie Lu; Ying Liu 004; Lianglun Cheng (Eng. Appl. Artif. Intell., 2024)

A knowledge graph-supported information fusion approach for multi-faceted conceptual modelling. - Zheyuan Chen; Yuwei Wan; Ying Liu 004; Agustin Valera-Medina (Inf. Fusion, 2024)

Large language model assisted fine-grained knowledge graph construction for robotic fault diagnosis. - Xingming Liao; Chong Chen 010; Zhuowei Wang 001; Ying Liu 004; Tao Wang 014; Lianglun Cheng (Adv. Eng. Informatics, 2025)

Empowering LLMs by hybrid retrieval-augmented generation for domain-centric Q&A in smart manufacturing. - Yuwei Wan; Zheyuan Chen; Ying Liu 004; Chong Chen 010; Michael S. Packianather (Adv. Eng. Informatics, 2025)

Enhanced bearing RUL prediction based on dynamic temporal attention and mixed MLP. - Zhongtian Jin; Chong Chen 010; Aris A. Syntetos; Ying Liu 004 (Auton. Intell. Syst., 2025)

A human digital twin approach for fatigue-aware task planning in human-robot collaborative assembly. - Yingchao You; Boliang Cai; Duc Truong Pham; Ying Liu 004; Ze Ji (Comput. Ind. Eng., 2025)

A multi-scale graph pyramid attention network with knowledge distillation towards edge computing robotic fault diagnosis. - Chong Chen 010; Tao Wang 014; Dong Mao; Ying Liu 004; Lianglun Cheng (Expert Syst. Appl., 2025)