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Titlebook: Bio-inspired Computing: Theories and Applications; 13th International C Jianyong Qiao,Xinchao Zhao,Shanguo Huang Conference proceedings 201

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Differential Grouping in Cooperative Co-evolution for Large-Scale Global Optimization: The Experimerimental results show that the performance of DG2 is stable as the increase of the dimensionality of the functions, but the grouping accuracy of DG2 drops when the imbalance of contribution of different components to the overall fitness becomes greater and greater.
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Industrial Air Pollution Prediction Using Deep Neural Network,NN model. Furthermore, the performance of our approach is compared with the SVM and Artificial neural network methods, and the comparison result shows that our algorithm is accurate and competitive with higher prediction accuracy and generalization ability.
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Conference proceedings 2018Applications, BIC-TA 2018, held in Beijing, China, in November 2018..The 88 full papers presented in both volumes were selected from 206 submissions. The papers deal with studies abstracting computing ideas such as data structures, operations with data, ways to control operations, computing models f
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“The Beautifull Cassandra” Illustrated the elastic parameter inversion process to smooth the initialization parameter curve. Additionally, the genetic operation in the algorithm is accordingly improved. A large number of experiments show that this method can significantly improve inversion accuracy.
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: Becoming a Novel, Creating a Heroine,king neural P systems with anti-spikes in different ways. The corresponding modules of the two systems are designed separately. Finally, we prove that the two spiking neural P systems with anti-spikes based on the min-sequentiality strategy are universal as both number generators and acceptors.
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https://doi.org/10.1007/978-1-349-26318-9onvolutional Neural Network (CNN) and Long-term Short-term Memory network (LSTM) to the motor imaginary EEG classification. Experimental results show that it can preserve spatial, frequency and temporal features of motor imaginary EEG simultaneously and improves the classification accuracy of EEG signals.
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