Loss Aware Feature Attention Mechanism for Class and Feature Imbalance Issue

In the Internet era, recommendation systems play a crucial role in helping users find relevant information from large datasets. Class imbalance is known to severely affect data quality, and therefore reduce the performance of... | Find, read and cite all the research you need on Tech Science Press

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Publication Details

Journal
Computers, materials & continua/Computers, materials & continua (Print)
Published
2024-11-15
DOI
https://doi.org/10.32604/cmc.2024.057606
Primary Topic
Text and Document Classification Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

Loss Aware Feature Attention Mechanism for Class and Feature Imbalance Issue

Fulian Yin, Yuewei Wu, Ruiling Fu, Tongtong Xing
Computers, materials & continua/Computers, materials & continua (Print)
Text and Document Classification Technologies
article

Loss Aware Feature Attention Mechanism for Class and Feature Imbalance Issue

Fulian Yin, Yuewei Wu, Ruiling Fu, Tongtong Xing
article en

Abstract

In the Internet era, recommendation systems play a crucial role in helping users find relevant information from large datasets. Class imbalance is known to severely affect data quality, and therefore reduce the performance of... | Find, read and cite all the research you need on Tech Science Press

Computers, materials & continua/Computers, materials & continua (Print)Vol. 82(1)
Communication University of China, National Key Research and Development Program of China, Fundamental Research Funds for the Central Universities
Reduced inequalities
Openalex Percentile: Top 82%
Text and Document Classification Technologies
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