A novel semi-supervised classification approach for evolving data streams

Author:

Liao GuoboORCID,Zhang Peng,Yin HongpengORCID,Deng Xuanhong,Li Yanxia,Zhou Han,Zhao Dandan

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference42 articles.

1. Recurring and novel class detection using class-based ensemble for evolving data stream;Al-Khateeb;IEEE Transactions on Knowledge and Data Engineering,2016

2. MOA: Massive online analysis;Bifet;Journal of Machine Learning Research,2010

3. An adaptive algorithm for anomaly and novelty detection in evolving data streams;Bouguelia;Data Mining and Knowledge Discovery,2018

4. Evolving rule-based classifiers with genetic programming on GPUs for drifting data streams;Cano;Pattern Recognition,2019

5. Exploiting evolving micro-clusters for data stream classification with emerging class detection;Din;Information Sciences,2020

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