In conjunction with association rules for data mining, the connections between testing indices and strong and weak association rules were determined, and new derivative rules were obtained by further reasoning. Associ...In conjunction with association rules for data mining, the connections between testing indices and strong and weak association rules were determined, and new derivative rules were obtained by further reasoning. Association rules were used to analyze correlation and check consistency between indices. This study shows that the judgment obtained by weak association rules or non-association rules is more accurate and more credible than that obtained by strong association rules. When the testing grades of two indices in the weak association rules are inconsistent, the testing grades of indices are more likely to be erroneous, and the mistakes are often caused by human factors. Clustering data mining technology was used to analyze the reliability of a diagnosis, or to perform health diagnosis directly. Analysis showed that the clustering results are related to the indices selected, and that if the indices selected are more significant, the characteristics of clustering results are also more significant, and the analysis or diagnosis is more credible. The indices and diagnosis analysis function produced by this study provide a necessary theoretical foundation and new ideas for the development of hydraulic metal structure health diagnosis technology.展开更多
This project is supported by the 2007 R ＆ D Special Fund for Public Welfare by Ministry of Science and Technology and Ministry of Finance.Research tasks in this project are proposed based on the implementation plan o...This project is supported by the 2007 R ＆ D Special Fund for Public Welfare by Ministry of Science and Technology and Ministry of Finance.Research tasks in this project are proposed based on the implementation plan of the＂THORPEX（The Observing System Research and Predictability Experiment） Interactive Grand Global Ensemble（TIGGE）＂,a sub-project of the THORPEX international program.展开更多
As part of a collaboration between the John Innes Centre （JIC）,Norwich,UK and the Centre for Signal Transduction and Metabolomics （C-STM） at the Institute of Botany （IOB）,
Investments in eco-friendly,recyclable material solutions and innovation in bio-based nonwovens are increasingly shaping the next generation of automotive interiors.The development of nonwoven materials and associated...Investments in eco-friendly,recyclable material solutions and innovation in bio-based nonwovens are increasingly shaping the next generation of automotive interiors.The development of nonwoven materials and associated technologies is likely to lead to even wider adoption in the automotive industry,driven by rising global vehicle production,particularly in the growing electric vehicle(EV)segment,and an intensified focus on sustainable solutions.展开更多
It is of my great pleasure to learn that the Third World Integrative Medicine Congress is about to be held in Guangzhou. rm writing to express my highest congratulations to the successful opening of the congress, as w...It is of my great pleasure to learn that the Third World Integrative Medicine Congress is about to be held in Guangzhou. rm writing to express my highest congratulations to the successful opening of the congress, as well as my cordial welcome to the experts and scholars around the world.展开更多
Engineering benefits humanity,and technology creates the future.On October 13,2025,the Global Top Ten Engineering Achievements 2025,selected by the Chinese Academy of Engineering’s flagship journal Engineering,were o...Engineering benefits humanity,and technology creates the future.On October 13,2025,the Global Top Ten Engineering Achievements 2025,selected by the Chinese Academy of Engineering’s flagship journal Engineering,were officially released at the World Federation of Engineering Organizations 2025 General Assembly,jointly organized by the World Federation of Engineering Organizations,China Association for Science and Technology,Chinese Academy of Engineering,and Shanghai Municipal People’s Government.展开更多
基金supported by the Key Program of the National Natural Science Foundation of China(Grant No.50539010)the Special Fund for Public Welfare Industry of the Ministry of Water Resources of China(Grant No.200801019)
文摘In conjunction with association rules for data mining, the connections between testing indices and strong and weak association rules were determined, and new derivative rules were obtained by further reasoning. Association rules were used to analyze correlation and check consistency between indices. This study shows that the judgment obtained by weak association rules or non-association rules is more accurate and more credible than that obtained by strong association rules. When the testing grades of two indices in the weak association rules are inconsistent, the testing grades of indices are more likely to be erroneous, and the mistakes are often caused by human factors. Clustering data mining technology was used to analyze the reliability of a diagnosis, or to perform health diagnosis directly. Analysis showed that the clustering results are related to the indices selected, and that if the indices selected are more significant, the characteristics of clustering results are also more significant, and the analysis or diagnosis is more credible. The indices and diagnosis analysis function produced by this study provide a necessary theoretical foundation and new ideas for the development of hydraulic metal structure health diagnosis technology.
文摘This project is supported by the 2007 R ＆ D Special Fund for Public Welfare by Ministry of Science and Technology and Ministry of Finance.Research tasks in this project are proposed based on the implementation plan of the＂THORPEX（The Observing System Research and Predictability Experiment） Interactive Grand Global Ensemble（TIGGE）＂,a sub-project of the THORPEX international program.
文摘As part of a collaboration between the John Innes Centre （JIC）,Norwich,UK and the Centre for Signal Transduction and Metabolomics （C-STM） at the Institute of Botany （IOB）,
文摘Investments in eco-friendly,recyclable material solutions and innovation in bio-based nonwovens are increasingly shaping the next generation of automotive interiors.The development of nonwoven materials and associated technologies is likely to lead to even wider adoption in the automotive industry,driven by rising global vehicle production,particularly in the growing electric vehicle(EV)segment,and an intensified focus on sustainable solutions.
文摘It is of my great pleasure to learn that the Third World Integrative Medicine Congress is about to be held in Guangzhou. rm writing to express my highest congratulations to the successful opening of the congress, as well as my cordial welcome to the experts and scholars around the world.
文摘Engineering benefits humanity,and technology creates the future.On October 13,2025,the Global Top Ten Engineering Achievements 2025,selected by the Chinese Academy of Engineering’s flagship journal Engineering,were officially released at the World Federation of Engineering Organizations 2025 General Assembly,jointly organized by the World Federation of Engineering Organizations,China Association for Science and Technology,Chinese Academy of Engineering,and Shanghai Municipal People’s Government.
