Reinforcement Learning-Based Genetic Algorithm in Optimizing Multidimensional Data Discretization Scheme

Feature discretization can reduce the complexity of data and improve the efficiency of data mining and machine learning. However, in the process of multidimensional data discretization, limited by the complex correlation among features and the performance bottleneck of traditional discretization cri...

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Veröffentlicht in:	Mathematical problems in engineering 2020, Vol.2020 (2020), p.1-13
Hauptverfasser:	Wang, Hao, Xu, Qiannan, Huang, Mengxing, Chen, Qiong, Wang, Jinghui
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Artificial intelligence Chromosomes Classification Complexity Computer simulation Crossovers Data mining Datasets Discretization Genetic algorithms Information systems Landsat satellites Machine learning Methods Multidimensional data Mutation Optimization Satellite imagery Swarm intelligence
Online-Zugang:	Volltext
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