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RESEARCH PAPER · Applied Sciences · 2019

Information Fusion for Multi-Source Material Data: Progress and Challenges

Jingren Zhou, Xin Hong, Peiquan Jin

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Information Fusion for Multi-Source Material Data: Progress and ChallengesOriginalMDSE: Searching Multi-source Heterogeneous Material Data via Semantic Information Extraction3Information fusion of emerging non-destructive analytical techniques for food quality authentication: A survey111Data-Driven Computational Social Science: A Survey74Data-Intensive Computing Modules for Teaching Parallel and Distributed Computing3A virtual model architecture for engineering structures with Twin Extended Support Vector Regression (T-X-SVR) method23Evaluation model of rural protection and reconstruction effect based on remote sensing information fusion0Efficient Selectivity Estimation for Relation-Tree Joins in Multi-Model Databases0Enterprise Performance Management following Big Data Analysis Technology under Multisource Information Fusion5Global Multi-Source Information Fusion Management and Deep Learning Optimization for Tourism11A Review of Data Fusion Techniques for Government Big Data3A Review of Multisensor Data Fusion Solutions in Smart Manufacturing: Systems and Trends99BRScS Approach for Resolving Heterogeneity of Data from Multiple Resources at Semantic Level1Real-Time Collection and Analysis of Sports Index Time Series Based on Multimodal Sensor Monitoring3Research on a Fault Diagnosis Method of an A-Class Thermal Insulation Panel Production Line Based on Multi-Sensor Data Fusion5Geographical traceability of germplasm resources of Paris polyphylla var. yunnanensis based on multi-block information integration platform10Using Machine Learning to make nanomaterials sustainable57Non-Targeted Analytical Technology in Herbal Medicines: Applications, Challenges, and Perspectives22Multi-terminal Data Collection and Analysis of Intelligent Platform based on Circular Data Incentive Algorithm1A secured big-data sharing platform for materials genome engineering: State-of-the-art, challenges and architecture28Machine Learning for Data Fusion: A Fuzzy AHP Approach for Open Issues2Classification of Codling Moth-Infested Apples Using Sensor Data Fusion of Acoustic and Hyperspectral Features Coupled with Machine Learning11Neural Network-Based Multiplicatively Gait Feature Eradication and Detection0Legal Consideration in Implementing Artificial Intelligence when Dealing with Patients in Healthcare Services3Intelligent Safety Risk Analysis and Decision-Making System for Underground Metal Mines Based on Big Data8Physics-informed machine learning in prognostics and health management: State of the art and challenges107Multi-omics fusion with soft labeling for enhanced prediction of distant metastasis in nasopharyngeal carcinoma patients after radiotherapy7Fusion of Dielectric Spectroscopy and Spad Measurements for Characterisation of Oil Palm Leaves Infected by Basal Stem Rot Disease0Enhancing Reproducibility in Precipitate Analysis: A FAIR Approach with Automated Dark-Field Transmission Electron Microscope Image Processing8A paradigm shift in crisis management: The nexus of AGI‐driven intelligence fusion networks and blockchain trustworthiness30“Image-Spectral” fusion monitoring of small cotton samples nitrogen content based on improved deep forest10Advances in thermal barrier coatings modeling, simulation, and analysis: A review68A Contemporary Survey on Multisource Information Fusion for Smart Sustainable Cities: Emerging Trends and Persistent Challenges24When Metal Nanoclusters Meet Smart Synthesis31Information fusion for large-scale multi-source data based on the Dempster-Shafer evidence theory53A Multilevel Deep Fusion Framework for FeO Content Prediction in Sintering Process0Evaluation of the Effectiveness of the Security Protection System Based on the Improved AHP-FE Method0Towards Generalizable Phm: An Interpretable Liquid Operators-Informed Selective State Space Model for Cross-Scenario Prognostic Applications0Interpretable multi-source data fusion through Latent Variable Gaussian Process13Una revisión de fusión de datos multimodal: aplicaciones y condiciones adversas1Information fusion and feature selection for multi-source data utilizing Dempster-Shafer evidence theory and K-nearest neighbors21Hybrid deep learning models for text-based identification of gene-disease associations2Data Fusion: Integrating Heterogeneous Information Sources in the Chemical Processing Industry6Process-Driven Phase Stability and Microstructural Integrity in Environmental Barrier Coatings: Implications for Failure Prevention0Data integration and data fusion approaches in self-driving labs: A perspective1A study on intelligent anomaly detection in multi-source data using large-scale language models0Machine learning-based predictive models for enhancing safety and preventing failures in mining operations1Multi-source hierarchical deep learning framework for fine-grained tea classification using hyperspectral imaging0Towards a sustainable high-quality materials data ecosystem: frameworks and strategies6The Future of Competitive Intelligence in a Rapidly Evolving Digital Landscape0Supporting AI Readiness Through Digital Workflows in Materials Science1

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  1. MDSE: Searching Multi-source Heterogeneous Material Data via Semantic Information Extraction

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  2. Information fusion of emerging non-destructive analytical techniques for food quality authentication: A survey

    TrAC Trends in Analytical Chemistry · 2020-04-23

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  3. Data-Driven Computational Social Science: A Survey

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  4. Data-Intensive Computing Modules for Teaching Parallel and Distributed Computing

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  5. A virtual model architecture for engineering structures with Twin Extended Support Vector Regression (T-X-SVR) method

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  6. Evaluation model of rural protection and reconstruction effect based on remote sensing information fusion

    International Conference on Electronics, Communication and Aerospace Technology (ICECA) · 2021-12-02

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  7. Efficient Selectivity Estimation for Relation-Tree Joins in Multi-Model Databases

    IEEE International Conference on Big Data (BigData) · 2021-12-15

    Linli Qi, Peiquan Jin, Shouhong Wan

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  8. Enterprise Performance Management following Big Data Analysis Technology under Multisource Information Fusion

    Security and Communication Networks · 2021-12-16

    Zhengna Qin, Haojie Liao, Ling Chen, Lei Zhang

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  9. Global Multi-Source Information Fusion Management and Deep Learning Optimization for Tourism

    Journal of Organizational and End User Computing · 2021-12-29

    Xue Yu

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  10. A Review of Data Fusion Techniques for Government Big Data

    Communications in computer and information science · 2022-01-01

    Bo Zhang, Yunxiang Yang, Jing Ming Guo, Chenshen Liu, Junjie Liu, Siyuan Chen, Xiaobin Ning

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  11. A Review of Multisensor Data Fusion Solutions in Smart Manufacturing: Systems and Trends

    Sensors · 2022-02-23

    Athina Tsanousa, Evangelos Bektsis, Constantine A. Kyriakopoulos, Ana Gómez González, Urko Leturiondo, Ilias Gialampoukidis, Αναστάσιος Καρακώστας, Stefanos Vrochidis, Ioannis Yiannis Kompatsiaris

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  12. BRScS Approach for Resolving Heterogeneity of Data from Multiple Resources at Semantic Level

    Mathematical Problems in Engineering · 2022-03-03

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  13. Real-Time Collection and Analysis of Sports Index Time Series Based on Multimodal Sensor Monitoring

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  14. Research on a Fault Diagnosis Method of an A-Class Thermal Insulation Panel Production Line Based on Multi-Sensor Data Fusion

    Applied Sciences · 2022-09-26

    Yong Wang, Xiaoqiang Guo, Xinhua Liu, Xiaowen Liu

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  15. Geographical traceability of germplasm resources of Paris polyphylla var. yunnanensis based on multi-block information integration platform

    Journal of Applied Research on Medicinal and Aromatic Plants · 2022-10-28

    Shichang Li, Chunlu Liu, Chui Cai, Yuanzhong Wang, Furong Xu

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  16. Using Machine Learning to make nanomaterials sustainable

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    Janeck James Scott-Fordsmand, Mónica J.B. Amorim

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  17. Non-Targeted Analytical Technology in Herbal Medicines: Applications, Challenges, and Perspectives

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    Chaoping Li, Yuanzhong Wang

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  18. Multi-terminal Data Collection and Analysis of Intelligent Platform based on Circular Data Incentive Algorithm

    International Conference on Augmented Intelligence and Sustainable Systems (ICAISS) · 2022-11-24

    Xiao Zhiyong, Xie Naixi, Zhou Zhanjing, Hu Jing, Xinyu Xiao

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  19. A secured big-data sharing platform for materials genome engineering: State-of-the-art, challenges and architecture

    Future Generation Computer Systems · 2022-12-29

    Ran Wang, Cheng Xu, Runshi Dong, Zhenghui Luo, Rong Zheng, Xiaotong Zhang

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  20. Machine Learning for Data Fusion: A Fuzzy AHP Approach for Open Issues

    Computers, materials & continua/Computers, materials & continua (Print) · 2023-01-01

    Vinay Kukreja, Asha Abraham, K. Kalaiselvi, K. Deepa Thilak, Shanmugasundaram Hariharan, Shih-Yu Chen

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  21. Classification of Codling Moth-Infested Apples Using Sensor Data Fusion of Acoustic and Hyperspectral Features Coupled with Machine Learning

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    Nader Ekramirad, Alfadhl Yahya Khaled, Kevin D. Donohue, Raul T. Villanueva, Akinbode A. Adedeji

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  22. Neural Network-Based Multiplicatively Gait Feature Eradication and Detection

    International Journal on Recent and Innovation Trends in Computing and Communication · 2023-04-30

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  23. Legal Consideration in Implementing Artificial Intelligence when Dealing with Patients in Healthcare Services

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  24. Intelligent Safety Risk Analysis and Decision-Making System for Underground Metal Mines Based on Big Data

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  25. Physics-informed machine learning in prognostics and health management: State of the art and challenges

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  26. Multi-omics fusion with soft labeling for enhanced prediction of distant metastasis in nasopharyngeal carcinoma patients after radiotherapy

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  27. Fusion of Dielectric Spectroscopy and Spad Measurements for Characterisation of Oil Palm Leaves Infected by Basal Stem Rot Disease

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