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Chapter and Conference Paper
Time Series Forecasting Model Based on Domain Adaptation and Shared Attention
Time series forecasting is an essential problem involving many fields. Recently, with the development of big data technology, deep learning methods have been widely studied and achieved promising performance i...
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Chapter and Conference Paper
Manipulator Control System Based on Machine Vision
At present, most of domestic robotic arms are controlled by computer, industrial robotic arms are directly in accordance with the planning line to carry out the prescribed actions, lack of external perception ...
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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 Values Tendency Analysis of the Micro-blogging User Based on Social Networks
With the development of Internet, the public opinion on the Internet is paid more and more attentions. Micro-blogging, as a popular social platform, is prone to cause some group unexpected events. In view of t...
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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
Research on the Demodulation Technique of Waterjet Pump Cavitation Characteristic
As the influence of rotation effect, the frequency of cavity creating and bursting is modulated by the shaft frequency, blade frequency and double blade frequency when the cavitation is given birth to impeller...
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Chapter and Conference Paper
CSA/IE: Novel Clonal Selection Algorithm with Information Exchange for High Dimensional Global Optimization Problems
In order to increase the diversity of immune algorithm when solving high dimensional global optimization problems, a novel clonal selection algorithm with information exchange (CSA/IE) is proposed. The main ch...
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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...