Systematic review of data-centric approaches in artificial intelligence and machine learning

Systematic review of data-centric approaches in artificial intelligence and machine learning

Artificial intelligence (AI) relies on data and algorithms. State-of-the-art (SOTA) AI smart algorithms have been developed to improve the performance of AI-oriented structures. However, model-centric approaches are limited by the absence of high-quality data. Data-centric AI is an emerging approach...

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Bibliographic Details
Main Author: Prerna Singh
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2023-09-01
Series:Data Science and Management
Subjects:
Data-centric
Machine learning
Semi-supervised learning
Data preprocessing
MLOps
Data management
Online Access:http://www.sciencedirect.com/science/article/pii/S2666764923000279

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http://www.sciencedirect.com/science/article/pii/S2666764923000279

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