Understanding multi-scale spatiotemporal energy consumption data: A visual analysis approach

Junqi, Wu; Niu, Zhibin; Li, Xiang; Huang, Lan; Nielsen, Per Sieverts; Liu, Xiufeng

doi:10.1016/j.energy.2022.125939

Cited by 8 publications

(3 citation statements)

References 55 publications

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“…Bibliometric analysis has emerged as a vital tool for conducting global investigations and analyses in various scientific disciplines. Mathematical and statistical methods have been extensively employed to examine a large body of literature and research trends [10] . The Web of Science (WOS) function is commonly employed to provide an overview of the key characteristics of the aforementioned qualified articles [11] .…”

Section: Bibliometric Analysismentioning

confidence: 99%

Global Research Trends in Single-Cell Sequencing in Degenerative Disease Research: A Bibliometric and Visualization Study

2024

IJFM

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The role of single-cell sequencing in degenerative diseases has attracted significant attention in current research. This study aims to investigate the global status and emerging trends in this field. The literature on single-cell sequencing in degenerative diseases was retrieved from January 1, 1991 to September 1, 2023, utilizing the Web of Science Citation Index Expanded. The source data was analyzed using bibliometric methods. To visualize the research findings, VOS viewer version 1.6.19 software was employed for co-authorship analysis, co-occurrence analysis, bibliographic coupling, and co-citation analysis. The study also evaluated the overall trend of single-cell sequencing in degenerative disease research in recent years. A total of 1430 articles were retrieved, reflecting a continuous increase in research and publications on single-cell sequencing in degenerative diseases worldwide. The United States has played a prominent role in this field, contributing the highest number of publications and citations, as well as having the highest h-index. Springer Nature and Frontiers Media Sa emerged as the leading publishers.

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Section: Bibliometric Analysismentioning

confidence: 99%

Global Research Trends in Single-Cell Sequencing in Degenerative Disease Research: A Bibliometric and Visualization Study

2024

IJFM

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“…In order to identify the most suitable cluster validation indices (CVIs) for a particular dataset, Jain et al [20] examined the impact of different CVIs on a typical residential load demand dataset, as well as the features of the data that preferred or prohibited the use of certain CVIs. Finally, Niu et al [21,22] proposed a novel spatiotemporal clustering method that allows users to interactively identify different customer groups and their characteristics through a visual analysis approach, improving the usability of clustering analysis techniques.…”

Section: Clustering Approach In Smart Meter Datamentioning

confidence: 99%

An energy demand-side management and net metering decision framework

Wen

Liu

Yang

et al. 2023

Energy

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“…Bibliometric analysis has become an important tool for global analysis and surveys in various scientific fields, and analyzes a large amount of literature or research trends using mathematical and statistical methods [13]. WOS features have been used to describe the essential characteristics of the above qualified articles [14].…”

Section: Bibliometric Analysismentioning

confidence: 99%

Global research trends in ossification of posterior longitudinal ligament: a bibliometric and visualization study

2023

FMSR

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Source data were studied and indexed using bibliometric methods. For visualization studies, use VOSviewer version 1.6.19 software for co-authorship, co-occurrence analysis, bibliographic coupling and co-citation analysis, and analyze the overall trend of OPLL research in recent years. Results: A total of 1863 articles were found. The number of research and publications on OPLL worldwide is increasing every year. Japan has the highest contribution to global research in this area of OPLL, with the most citations and the highest H-Index. Lippincott Williams & Wilkins and Springer Nature had the highest number of publications.

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Understanding multi-scale spatiotemporal energy consumption data: A visual analysis approach

Cited by 8 publications

References 55 publications

Global Research Trends in Single-Cell Sequencing in Degenerative Disease Research: A Bibliometric and Visualization Study

Global Research Trends in Single-Cell Sequencing in Degenerative Disease Research: A Bibliometric and Visualization Study

An energy demand-side management and net metering decision framework

Global research trends in ossification of posterior longitudinal ligament: a bibliometric and visualization study

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