Data-Centric Artificial Intelligence, Preprocessing, and the Quest for Transformative Artificial Intelligence Systems Development

Some data-centric artificial intelligence (AI) practices often resemble the preprocessing used in traditional AI systems; therefore, there is a possible misconception about the two approaches. This article differentiates these two aspects to guide the AI community to unlock the hidden potential of t...

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Bibliographic Details
Published in:Computer (Long Beach, Calif.) Calif.), 2023-05, Vol.56 (5), p.109-115
Main Authors: Majeed, Abdul, Hwang, Seong Oun, Lin, Hsiao-Ying
Format: Article
Language:English
Subjects:
Artificial intelligence
Preprocessing
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Summary:Some data-centric artificial intelligence (AI) practices often resemble the preprocessing used in traditional AI systems; therefore, there is a possible misconception about the two approaches. This article differentiates these two aspects to guide the AI community to unlock the hidden potential of the data-centric AI paradigm.
ISSN:0018-9162
1558-0814
DOI:10.1109/MC.2023.3240450