Data cleaning

Machine learning accelerates the materials discovery

J Fang, M ** machines with comprehensive knowledge of the world's entities and their
relationships has been a longstanding goal of AI. Over the last decade, large-scale …
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[免费ChatGPT] [DeepSeek可用网址] [PDF] mit.edu

AI meets database: AI4DB and DB4AI

G Li, X Zhou, L Cao - Proceedings of the 2021 International Conference …, 2021 - dl.acm.org
Database and Artificial Intelligence (AI) can benefit from each other. On one hand, AI can
make database more intelligent (AI4DB). For example, traditional empirical database …
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[免费ChatGPT] [DeepSeek可用网址] [PDF] vldb.org

Data collection and quality challenges for deep learning

SE Whang, JG Lee - Proceedings of the VLDB Endowment, 2020 - dl.acm.org
Software 2.0 refers to the fundamental shift in software engineering where using machine
learning becomes the new norm in software with the availability of big data and computing …
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[免费ChatGPT] [DeepSeek可用网址] [PDF] google.com

Data management for machine learning: A survey

C Chai, J Wang, Y Luo, Z Niu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Machine learning (ML) has widespread applications and has revolutionized many
industries, but suffers from several challenges. First, sufficient high-quality training data is …
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