H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Engineering and Technology H-index 35 Citations 5,002 147 World Ranking 3506 National Ranking 24

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Management
  • Operating system

The scientist’s investigation covers issues in Big data, Competitive advantage, Product lifecycle, Process management and Manufacturing engineering. He undertakes interdisciplinary study in the fields of Big data and Cleaner production through his research. His Cleaner production investigation overlaps with other disciplines such as Key, Sustainable development, Process development execution system, Analytics and Process.

His research in Competitive advantage intersects with topics in Sense and respond, Order and Knowledge management. His Product lifecycle research incorporates themes from Configuration management, Product management and Innovation management. Yang Liu has researched Product management in several fields, including System lifecycle, Application lifecycle management, Product design specification and Systems engineering.

His most cited work include:

  • A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products (205 citations)
  • A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products (205 citations)
  • A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions (128 citations)

What are the main themes of his work throughout his whole career to date?

Yang Liu mostly deals with Artificial intelligence, Competitive advantage, Process management, Pattern recognition and Energy consumption. The Artificial intelligence study combines topics in areas such as Iterative method, Machine learning and Filter, Computer vision. His work deals with themes such as Sense and respond, Resource allocation, Knowledge management, Industrial organization and Flexibility, which intersect with Competitive advantage.

The concepts of his Industrial organization study are interwoven with issues in Supply chain, Benchmarking and Quality, Operations management. Yang Liu has included themes like Product lifecycle and Process in his Process management study. His Product lifecycle study frequently intersects with other fields, such as Product management.

He most often published in these fields:

  • Artificial intelligence (18.37%)
  • Competitive advantage (18.88%)
  • Process management (13.78%)

What were the highlights of his more recent work (between 2019-2021)?

  • Artificial intelligence (18.37%)
  • Cleaner production (17.35%)
  • Product-service system (7.14%)

In recent papers he was focusing on the following fields of study:

Yang Liu mainly focuses on Artificial intelligence, Cleaner production, Product-service system, Industrial engineering and Energy consumption. His work on Discriminative model and Deep learning is typically connected to Ideal and AKA as part of general Artificial intelligence study, connecting several disciplines of science. Among his Cleaner production studies, you can observe a synthesis of other disciplines of science such as Efficient energy use, Big data, Cloud computing, Ecotourism and Evolutionarily stable strategy.

His study in Big data is interdisciplinary in nature, drawing from both Product lifecycle and Engineering management. His study focuses on the intersection of Product-service system and fields such as Preventive maintenance with connections in the field of Risk analysis, Identification and Key. In Industrial engineering, Yang Liu works on issues like Scheduling, which are connected to Dynamic priority scheduling.

Between 2019 and 2021, his most popular works were:

  • Development of a lean manufacturing framework to enhance its adoption within manufacturing companies in developing economies (33 citations)
  • How can smart technologies contribute to sustainable product lifecycle management (21 citations)
  • An Efficient Decentralized Key Management Mechanism for VANET with Blockchain (16 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Management
  • Operating system

Control, Circular economy, Cleaner production, Cloud computing and Big data are his primary areas of study. His Control research integrates issues from State and Operating system. His study in Circular economy intersects with areas of studies such as Key, Fault, Risk analysis, Product-service system and Identification.

His study on Cleaner production is intertwined with other disciplines of science such as Manufacturing engineering, Efficient energy use, Factory, Demand response and Editorial team. The various areas that Yang Liu examines in his Cloud computing study include Product lifecycle, Smart manufacturing and Engineering management.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products

Yingfeng Zhang;Shan Ren;Yang Liu;Yang Liu;Shubin Si.
Journal of Cleaner Production (2017)

292 Citations

A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions

Shan Ren;Yingfeng Zhang;Yang Liu;Yang Liu;Tomohiko Sakao.
Journal of Cleaner Production (2019)

157 Citations

Sustainable competitive advantage in turbulent business environments

Yang Liu.
International Journal of Production Research (2013)

136 Citations

A framework for Big Data driven product lifecycle management

Yingfeng Zhang;Shan Ren;Yang Liu;Yang Liu;Tomohiko Sakao.
Journal of Cleaner Production (2017)

136 Citations

Research on services encapsulation and virtualization access model of machine for cloud manufacturing

Yingfeng Zhang;Geng Zhang;Yang Liu;Di Hu.
Journal of Intelligent Manufacturing (2017)

105 Citations

A Non-Greedy Algorithm for L1-Norm LDA

Yang Liu;Quanxue Gao;Shuo Miao;Xinbo Gao.
IEEE Transactions on Image Processing (2017)

104 Citations

A novel multi-objective programming model of relief distribution for sustainable disaster supply chain in large-scale natural disasters

Cejun Cao;Cejun Cao;Congdong Li;Congdong Li;Qin Yang;Yang Liu;Yang Liu;Yang Liu.
Journal of Cleaner Production (2018)

88 Citations

Evaluating and developing resource-based operations strategy for competitive advantage: an exploratory study of Finnish high-tech manufacturing industries

Yang Liu;Liting Liang.
International Journal of Production Research (2015)

85 Citations

SVM based multi-label learning with missing labels for image annotation

Yang Liu;Kaiwen Wen;Quanxue Gao;Xinbo Gao.
Pattern Recognition (2018)

85 Citations

A big data driven analytical framework for energy-intensive manufacturing industries

Yingfeng Zhang;Shuaiyin Ma;Haidong Yang;Jingxiang Lv.
Journal of Cleaner Production (2018)

84 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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Top Scientists Citing Yang Liu

Yingfeng Zhang

Yingfeng Zhang

Northwestern Polytechnical University

Publications: 39

Ray Y. Zhong

Ray Y. Zhong

University of Hong Kong

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George Q. Huang

University of Hong Kong

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Feiping Nie

Feiping Nie

Northwestern Polytechnical University

Publications: 13

Ximeng Liu

Ximeng Liu

Fuzhou University

Publications: 12

Chun-Hsien Chen

Chun-Hsien Chen

Nanyang Technological University

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Ming-Lang Tseng

Ming-Lang Tseng

Asian University

Publications: 10

Angappa Gunasekaran

Angappa Gunasekaran

Pennsylvania State University

Publications: 9

Sachin Kumar Mangla

Sachin Kumar Mangla

Plymouth University

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Fei Tao

Fei Tao

Beihang University

Publications: 8

Lihui Wang

Lihui Wang

Royal Institute of Technology

Publications: 7

Xinbo Gao

Xinbo Gao

Chongqing University of Posts and Telecommunications

Publications: 7

Sunil Luthra

Sunil Luthra

Ch. Ranbir Singh State Institute of Engineering & Technology, Jhajjar

Publications: 6

Yutao Wang

Yutao Wang

Fudan University

Publications: 6

Hua Wang

Hua Wang

Victoria University

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