Ying Liu
Orcid: 0000-0001-9319-5940Affiliations:
- Cardiff University, Institute of Mechanical and Manufacturing Engineering, UK
- National University of Singapore, Mechanical Engineering, Singapore (former)
- Hong Kong Polytechnic University, Department of Industrial and Systems Engineering, Hong Kong (former)
According to our database1,
Ying Liu
authored at least 98 papers
between 2005 and 2025.
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Bibliography
2025
A multi-scale graph pyramid attention network with knowledge distillation towards edge computing robotic fault diagnosis.
Expert Syst. Appl., 2025
2024
A knowledge graph-supported information fusion approach for multi-faceted conceptual modelling.
Inf. Fusion, January, 2024
Compact convolutional transformers- generative adversarial network for compound fault diagnosis of industrial robot.
Eng. Appl. Artif. Intell., 2024
Human Digital Twin for Real-Time Physical Fatigue Estimation in Human-Robot Collaboration.
Proceedings of the IEEE International Conference on Industrial Technology, 2024
2023
J. Comput. Inf. Sci. Eng., December, 2023
Task-driven data fusion for additive manufacturing: Framework, approaches, and case studies.
J. Ind. Inf. Integr., August, 2023
Process bottlenecks identification and its root cause analysis using fusion-based clustering and knowledge graph.
Adv. Eng. Informatics, January, 2023
A smart conflict resolution model using multi-layer knowledge graph for conceptual design.
Adv. Eng. Informatics, January, 2023
Reinforcement learning-based distant supervision relation extraction for fault diagnosis knowledge graph construction under industry 4.0.
Adv. Eng. Informatics, January, 2023
A hybrid model compression approach via knowledge distillation for predicting energy consumption in additive manufacturing.
Int. J. Prod. Res., 2023
Improving automotive garage operations by categorical forecasts using a large number of variables.
Eur. J. Oper. Res., 2023
A Novel approach using WGAN-GP and Conditional WGAN-GP for Generating Artificial Thermal Images of Induction Motor Faults.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
2022
An Energy Data-Driven Approach for Operating Status Recognition of Machine Tools Based on Deep Learning.
Sensors, 2022
Prediction of Remaining Useful Life Using Fused Deep Learning Models: A Case Study of Turbofan Engines.
J. Comput. Inf. Sci. Eng., 2022
A Data-Driven Approach for Integrating Hedonic Quality and Pragmatic Quality in User Experience Modeling.
J. Comput. Inf. Sci. Eng., 2022
A Knowledge-Based Approach Toward Representation and Archiving of Aesthetic Information for Product Conceptual Design.
J. Comput. Inf. Sci. Eng., 2022
Auton. Intell. Syst., 2022
Adv. Eng. Informatics, 2022
From human-human collaboration to human-robot collaboration: automated generation of assembly task knowledge model.
Proceedings of the 27th International Conference on Automation and Computing, 2022
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022
A Convolutional Neural Network with Equal-Resolution Enhancement and Gradual Attention of Features for Tiny Target Detection.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022
2021
An integrated deep learning-based approach for automobile maintenance prediction with GIS data.
Reliab. Eng. Syst. Saf., 2021
Int. J. Prod. Res., 2021
Evaluation System and Correlation Analysis for Determining the Performance of a Semiconductor Manufacturing System.
Complex Syst. Model. Simul., 2021
Industrial Internet of Learning (IIoL): IIoT based pervasive knowledge network for LPWAN - concept, framework and case studies.
CCF Trans. Pervasive Comput. Interact., 2021
Supporting resilient conceptual design using functional decomposition and conflict resolution.
Adv. Eng. Informatics, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021
2020
Improving Human-Robot Interaction Utilizing Learning and Intelligence: A Human Factors-Based Approach.
IEEE Trans Autom. Sci. Eng., 2020
Cloud-based big data analytics for customer insight-driven design innovation in SMEs.
Int. J. Inf. Manag., 2020
An integrated decision-making method for selecting machine tool guideways considering remanufacturability.
Int. J. Comput. Integr. Manuf., 2020
Adv. Eng. Informatics, 2020
A Hybrid Machine Learning Approach for Energy Consumption Prediction in Additive Manufacturing.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Feature-level Data Fusion for Energy Consumption Analytics in Additive Manufacturing.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020
A Multi-source Feature-level Fusion Approach for Predicting Strip Breakage in Cold Rolling.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020
2019
Integrating Topic, Sentiment, and Syntax for Modeling Online Reviews: A Topic Model Approach.
J. Comput. Inf. Sci. Eng., 2019
Review on Recent Advances in Information Mining From Big Consumer Opinion Data for Product Design.
J. Comput. Inf. Sci. Eng., 2019
The boomerang returns? Accounting for the impact of uncertainties on the dynamics of remanufacturing systems.
Int. J. Prod. Res., 2019
Int. J. Inf. Manag., 2019
Comput. Ind. Eng., 2019
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
Extracting topic-sensitive content from textual documents - A hybrid topic model approach.
Eng. Appl. Artif. Intell., 2018
Adv. Eng. Informatics, 2018
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
2017
J. Integr. Des. Process. Sci., 2017
J. Comput. Inf. Sci. Eng., 2017
Data analytics for energy consumption of digital manufacturing systems using Internet of Things method.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017
2016
Artif. Intell. Eng. Des. Anal. Manuf., 2016
A formal functional representation methodology for conceptual design of material-flow processing devices.
Artif. Intell. Eng. Des. Anal. Manuf., 2016
2015
PubMed-supported clinical term weighting approach for improving inter-patient similarity measure in diagnosis prediction.
BMC Medical Informatics Decis. Mak., 2015
Translating online customer opinions into engineering characteristics in QFD: A probabilistic language analysis approach.
Eng. Appl. Artif. Intell., 2015
Rough set and PSO-based ANFIS approaches to modeling customer satisfaction for affective product design.
Adv. Eng. Informatics, 2015
2013
Comput. Aided Des., 2013
Searching in Cooperative Patent Classification: Comparison between keyword and concept-based search.
Adv. Eng. Informatics, 2013
2012
Editorial for the special issue of service computing and service oriented enterprise systems in design, manufacturing and supply chain.
J. Intell. Manuf., 2012
Workflow simulation for operational decision support using event graph through process mining.
Decis. Support Syst., 2012
Learning the "Whys": Discovering design rationale using text mining - An algorithm perspective.
Comput. Aided Des., 2012
Product characteristic weighting for designer from online reviews: an ordinal classification approach.
Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012
2011
Multidocument Summarization of Engineering Papers Based on Macro- and Microstructure.
J. Comput. Inf. Sci. Eng., 2011
Int. J. Comput. Appl. Technol., 2011
Expert Syst. Appl., 2011
A SNOMED supported ontological vector model for subclinical disorder detection using EHR similarity.
Eng. Appl. Artif. Intell., 2011
Adv. Eng. Informatics, 2011
A methodology for building a semantically annotated multi-faceted ontology for product family modelling.
Adv. Eng. Informatics, 2011
2010
J. Comput. Inf. Sci. Eng., 2010
Multi-facet product information search and retrieval using semantically annotated product family ontology.
Inf. Process. Manag., 2010
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010
How to interpret the helpfulness of online product reviews: bridging the needs between customers and designers.
Proceedings of the 2nd International Workshop on Search and Mining User-Generated Contents, 2010
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
2009
Proceedings of the Foundations of Computational Intelligence - Volume 6: Data Mining, 2009
Editorial for the special issue of knowledge discovery and management in engineering design and manufacturing.
J. Intell. Manuf., 2009
Automating object-oriented integration and visualization of multidisciplinary biomedical data in radiology workflow: Compartmental PACS model.
Inf. Syst. Frontiers, 2009
Editorial for the special issue of knowledge discovery and management in biomedical information systems.
Inf. Syst. Frontiers, 2009
On macro- and micro-level information in multiple documents and its influence on summarization.
Int. J. Inf. Manag., 2009
Gather customer concerns from online product reviews - A text summarization approach.
Expert Syst. Appl., 2009
Decis. Support Syst., 2009
A Strategy for SPN Detection Based on Biomimetic Pattern Recognition and Knowledge-Based Features.
Proceedings of the Next-Generation Applied Intelligence, 2009
What makes categories difficult to classify?: a study on predicting classification performance for categories.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the 2nd International Workshop on Patent Information Retrieval, 2009
2008
DICOM-Based Multidisciplinary Platform for Clinical Decision Support: Needs and Direction.
Proceedings of the Advances of Computational Intelligence in Industrial Systems, 2008
2007
Automatic Summarization of Online Customer Reviews.
Proceedings of the WEBIST 2007, 2007
Proceedings of the Web Information Systems and Technologies, 2007
Corpus Building for Corporate Knowledge Discovery and Management: A Case Study of Manufacturing.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
Proceedings of the New Trends in Applied Artificial Intelligence, 2007
Proceedings of the Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers, 2007
Proceedings of the Asian Digital Libraries. Looking Back 10 Years and Forging New Frontiers, 2007
2006
The role of cultural diversity and leadership in computer-supported collaborative learning: a content analysis.
Inf. Softw. Technol., 2006
Proceedings of the Advances in Applied Artificial Intelligence, 2006
2005
Comparison of Extreme Learning Machine with Support Vector Machine for Text Classification.
Proceedings of the Innovations in Applied Artificial Intelligence, 2005