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Balancing Exploration and Exploitation: A novel active learner for imbalanced data

  • Published:2020-12 Issue: Volume:210 Page:106500
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Tharwat Alaa,Schenck Wolfram

Funder

EFRE-NRW funding programme “Forschungsinfrastrukturen”

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference56 articles.

Cited by 17 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget;IEEE Transactions on Knowledge and Data Engineering;2024-08

2. Exploring Data Augmentation and Active Learning Benefits in Imbalanced Datasets;Mathematics;2024-06-19

3. An Ensemble Method for Heterogeneous Data Classification using Boosted k-NN with Active Learning;2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT);2024-01-11

4. Active Learning for Handling Missing Data;IEEE Transactions on Neural Networks and Learning Systems;2024

5. Active Learning in Multi-label Classification of Bioacoustic Data;Lecture Notes in Computer Science;2024
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