OMAL: A Multi-Label Active Learning Approach from Data Streams

OMAL: A Multi-Label Active Learning Approach from Data Streams

With the rapid growth of digital computing, communication, and storage devices applied in various real-world scenarios, more and more data have been collected and stored to drive the development of machine learning techniques. It is also noted that the data that emerge in real-world applications ten...

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Bibliographic Details
Main Authors: Qiao Fang, Chen Xiang, Jicong Duan, Benallal Soufiyan, Changbin Shao, Xibei Yang, Sen Xu, Hualong Yu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Entropy
Subjects:
active learning
multi-label data stream
query strategy
classifier chains
weighted extreme learning machine
label correlations
Online Access:https://www.mdpi.com/1099-4300/27/4/363
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