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Chapter and Conference Paper
A New Manifold-Based Feature Extraction Method
Many traditional feature extraction methods takes the global or the local characteristics of training samples into consideration during the process of feature extraction. How to fully utilize the global or the...
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Chapter and Conference Paper
Research on the Micro-blog User Behavior Model Based on Behavior Matrix
The micro-blog user behavior model based on behavior matrix is proposed based on the analysis of the current related researches. In the proposed method, two behavior matrices named original behavior matrix and...
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Chapter and Conference Paper
JDEL: Differential Evolution with Local Search Mechanism for High-Dimensional Optimization Problems
JDE, proposed by J. Brest and et al. is an efficient variant of differential evolution algorithm. JDE algorithm is focused on global search ability. However, its local search ability also need further improvem...