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Descriptive Statistics for Data Presentation 数据表示的描述性统计
Big data analytics Pub Date : 2020-11-10 DOI: 10.1201/9781003083146-6
A. Badiru
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引用次数: 0
Software architectures for big data: a systematic literature review 大数据软件体系结构：系统文献综述
Big data analytics Pub Date : 2020-08-14 DOI: 10.1186/s41044-020-00045-1
Cigdem Avci, B. Tekinerdogan, I. Athanasiadis
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引用次数: 23
From ancient times to modern: realizing the power of data visualization in healthcare and medicine 从古代到现代：实现医疗保健数据可视化的力量
Big data analytics Pub Date : 2020-07-22 DOI: 10.1186/s41044-020-00047-z
M. Elgendi, Newton Howard, A. Hussain, C. Menon, R. Ward
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引用次数: 0
Failure prediction using personalized models and an application to heart failure prediction 使用个性化模型进行心力衰竭预测及应用
Big data analytics Pub Date : 2020-07-08 DOI: 10.1186/s41044-020-00044-2
A. Roy, C. Bruce, P. Schulte, L. Olson, M. Pola
{"title":"Failure prediction using personalized models and an application to heart failure prediction","authors":"A. Roy, C. Bruce, P. Schulte, L. Olson, M. Pola","doi":"10.1186/s41044-020-00044-2","DOIUrl":"https://doi.org/10.1186/s41044-020-00044-2","url":null,"abstract":"","PeriodicalId":93078,"journal":{"name":"Big data analytics","volume":"5 1","pages":"1-19"},"PeriodicalIF":0.0,"publicationDate":"2020-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41044-020-00044-2","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42962721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Multilayer networks: aspects, implementations, and application in biomedicine 多层网络:在生物医学中的方面、实现和应用
Big data analytics Pub Date : 2020-07-06 DOI: 10.1186/s41044-020-00046-0
Zaynab Hammoud, F. Kramer
{"title":"Multilayer networks: aspects, implementations, and application in biomedicine","authors":"Zaynab Hammoud, F. Kramer","doi":"10.1186/s41044-020-00046-0","DOIUrl":"https://doi.org/10.1186/s41044-020-00046-0","url":null,"abstract":"","PeriodicalId":93078,"journal":{"name":"Big data analytics","volume":"5 1","pages":"1-18"},"PeriodicalIF":0.0,"publicationDate":"2020-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41044-020-00046-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41973012","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 54
Big Data Analytics: 8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings 大数据分析:第八届国际会议，BDA 2020, Sonepat，印度，2020年12月15日至18日，论文集
Big data analytics Pub Date : 2020-05-11 DOI: 10.1007/978-3-030-66665-1
Ladjel Bellatreche, Vikram Goyal, H. Fujita, Anirban Mondal, P. K. Reddy
{"title":"Big Data Analytics: 8th International Conference, BDA 2020, Sonepat, India, December 15–18, 2020, Proceedings","authors":"Ladjel Bellatreche, Vikram Goyal, H. Fujita, Anirban Mondal, P. K. Reddy","doi":"10.1007/978-3-030-66665-1","DOIUrl":"https://doi.org/10.1007/978-3-030-66665-1","url":null,"abstract":"","PeriodicalId":93078,"journal":{"name":"Big data analytics","volume":"17 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/978-3-030-66665-1","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50972286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Regression 回归
Big data analytics Pub Date : 2020-01-01 DOI: 10.1007/978-3-658-29779-4_6
T. Runkler
{"title":"Regression","authors":"T. Runkler","doi":"10.1007/978-3-658-29779-4_6","DOIUrl":"https://doi.org/10.1007/978-3-658-29779-4_6","url":null,"abstract":"","PeriodicalId":93078,"journal":{"name":"Big data analytics","volume":"14 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80791097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clustering 聚类
Big data analytics Pub Date : 2020-01-01 DOI: 10.1007/978-3-658-29779-4_9
T. Runkler
{"title":"Clustering","authors":"T. Runkler","doi":"10.1007/978-3-658-29779-4_9","DOIUrl":"https://doi.org/10.1007/978-3-658-29779-4_9","url":null,"abstract":"","PeriodicalId":93078,"journal":{"name":"Big data analytics","volume":"57 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90423611","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A substrate for modular, extensible data-visualization. 用于模块化、可扩展数据可视化的基板。
Big data analytics Pub Date : 2020-01-01 Epub Date: 2020-02-10 DOI: 10.1186/s41044-019-0043-6
Jordan K Matelsky, Joseph Downs, Hannah P Cowley, Brock Wester, William Gray-Roncal
{"title":"A <i>substrate</i> for modular, extensible data-visualization.","authors":"Jordan K Matelsky,&nbsp;Joseph Downs,&nbsp;Hannah P Cowley,&nbsp;Brock Wester,&nbsp;William Gray-Roncal","doi":"10.1186/s41044-019-0043-6","DOIUrl":"https://doi.org/10.1186/s41044-019-0043-6","url":null,"abstract":"<p><strong>Background: </strong>As the scope of scientific questions increase and datasets grow larger, the visualization of relevant information correspondingly becomes more difficult and complex. Sharing visualizations amongst collaborators and with the public can be especially onerous, as it is challenging to reconcile software dependencies, data formats, and specific user needs in an easily accessible package.</p><p><strong>Results: </strong>We present substrate, a data-visualization framework designed to simplify communication and code reuse across diverse research teams. Our platform provides a simple, powerful, browser-based interface for scientists to rapidly build effective three-dimensional scenes and visualizations. We aim to reduce the limitations of existing systems, which commonly prescribe a limited set of high-level components, that are rarely optimized for arbitrarily large data visualization or for custom data types.</p><p><strong>Conclusions: </strong>To further engage the broader scientific community and enable seamless integration with existing scientific workflows, we also present pytri, a Python library that bridges the use of substrate with the ubiquitous scientific computing platform, <i>Jupyter.</i> Our intention is to lower the activation energy required to transition between exploratory data analysis, data visualization, and publication-quality interactive scenes.</p>","PeriodicalId":93078,"journal":{"name":"Big data analytics","volume":"5 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1186/s41044-019-0043-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38894259","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correlation 相关
Big data analytics Pub Date : 2020-01-01 DOI: 10.1007/978-3-658-29779-4_5
T. Runkler
{"title":"Correlation","authors":"T. Runkler","doi":"10.1007/978-3-658-29779-4_5","DOIUrl":"https://doi.org/10.1007/978-3-658-29779-4_5","url":null,"abstract":"","PeriodicalId":93078,"journal":{"name":"Big data analytics","volume":"510 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80575980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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