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Open Access
Peer-reviewed
Research Article
Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets
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Simeone Marino,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliations Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America, Department of Microbiology and Immunology, University of Michigan, Ann Arbor, Michigan, United States of America
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Yi Zhao,
Roles Conceptualization, Formal analysis, Writing – original draft, Writing – review & editing
Affiliation Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America
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Nina Zhou,
Roles Writing – review & editing
Affiliation Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America
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Yiwang Zhou,
Roles Writing – review & editing
Affiliations Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America, Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America, Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, United States of America
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Arthur W. Toga,
Roles Writing – review & editing
Affiliation Laboratory of Neuro Imaging, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States of America
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Lu Zhao,
Roles Writing – review & editing
Affiliation Laboratory of Neuro Imaging, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine of USC, University of Southern California, Los Angeles, California, United States of America
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Yingsi Jian,
Roles Writing – review & editing
Affiliation Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America
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Yichen Yang,
Roles Software, Writing – review & editing
Affiliation Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America
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Yehu Chen,
Roles Writing – review & editing
Affiliation Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America
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Qiucheng Wu,
Roles Writing – review & editing
Affiliation Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America
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Jessica Wild,
Roles Writing – review & editing
Affiliation Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America
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Brandon Cummings,
Roles Data curation, Writing – review & editing
Affiliations Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America, Michigan Center for Integrative Research in Critical Care, University of Michigan, Ann Arbor, Michigan, United States of America
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Ivo D. Dinov
Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: statistics@umich.edu
Affiliations Statistics Online Computational Resource, Department of Health Behavior and Biological Sciences, University of Michigan, Ann Arbor, Michigan, United States of America, Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America, Michigan Institute for Data Science, University of Michigan, Ann Arbor, Michigan, United States of America, Neuroscience Graduate Program, University of Michigan, Ann Arbor, Michigan, United States of America
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Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets
- Simeone Marino,
- Yi Zhao,
- Nina Zhou,
- Yiwang Zhou,
- Arthur W. Toga,
- Lu Zhao,
- Yingsi Jian,
- Yichen Yang,
- Yehu Chen,
- Qiucheng Wu
- Published: August 28, 2020
- https://doi.org/10.1371/journal.pone.0228520
- See the preprint