2023
DOI: 10.36001/phmconf.2023.v15i1.3561
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An Introductory Approach to Time-Series Data Preparation and Analysis

Edward Baumann,
Charles Hsu,
Hayley Buba
et al.

Abstract: Machine learning (ML)/Artificial Intelligence (AI) has widespread applications and has revolutionized many industries due to advanced and matured sensor technology, as well as large-scale data collection efforts. One of the key tasks for effective ML/AI operations is the extraction and identification of useful and usable data to identify complex interrelationships and solve problems efficiently. The usefulness of the data is the value and meaning of the data within the desired model, while the usability of the… Show more

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