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| On the cover: In recent years, driven by the new round of scientific and technological revolution, the transportation industry is undergoing unprecedented and significant changes. Emerging transport vehicles include autonomous vehicle and flying car. Some innovative operational modes appear, like Mobility as a Service and shared mobility. Meanwhile, advanced informatics technology, such as Artificial Intelligence and the Internet of Things, is also joining the way to make a better traffic. All of the progress has facilitated the emergence of Advanced Urban Aerial Mobility, a new paradigm for future transportation. The system is based on providing high-quality services as its core and the principles of energy-saving and environmental protection, making urban travel more enjoyable. This common scene in science fiction is no longer far-reaching. |
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| Position: Home > issue > Jan 30, 2023 Volume 4, Issue 2 |
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| MicrobiotaProcess: A comprehensive R package for deep mining microbiome |
Category: Article Download:  PDF  Figure  Endnote |
| Author: Shuangbin Xu, Li Zhan, Wenli Tang, Qianwen Wang, Zehan Dai, Lang Zhou, Tingze Feng, Meijun Chen, Tianzhi Wu, Erqiang Hu, Guangchuang Yu |
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GRAPHICAL ABSTRACT
The data output from microbiome research is growing at an accelerating rate, yet mining the data quickly and efficiently remains difficult. There is still a lack of an effective data structure to represent and manage data, as well as flexible and composable analysis methods. In response to these two issues, we designed and developed the MicrobiotaProcess package. It provides a comprehensive data structure, MPSE, to better integrate the primary and intermediate data, which improves the integration and exploration of the downstream data.
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