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A Quantum-Inspired Direct Learning Strategy for Positive and Unlabeled Data

Abstract Learning from only positive and unlabeled (PU) data has broad applications in fields such as web data mining, product recommendations and medical diagnosis, which aims to train a binary classifier in the absence of negative labeled data. However, due to the lack of negative label informatio...

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Principais autores: Chenguang Zhang, Xuejiao Du, Yan Zhang
Format: Artigo
Jezik:Inglês
Izdano: Springer 2023-12-01
Serija:International Journal of Computational Intelligence Systems
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Online dostop:https://doi.org/10.1007/s44196-023-00373-9
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