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A Learning Convolutional Neural Network Approach for Network Robustness Prediction
Yang Lou, Ruizi Wu, Junli Li, Lin Wang, Xiang Li, Guanrong Chen (2022). A Learning Convolutional Neural Network Approach for Network Robustness Prediction. IEEE Transactions on Cybernetics, 53(7), pp. 4531-4544, DOI: 10.1109/tcyb.2022.3207878.
Article145 days agoA Convolutional Neural Network Approach to Predicting Network Connectedness Robustness
Yang Lou, Ruizi Wu, Junli Li, Lin Wang, Guanrong Chen (2021). A Convolutional Neural Network Approach to Predicting Network Connectedness Robustness. IEEE Transactions on Network Science and Engineering, 8(4), pp. 3209-3219, DOI: 10.1109/tnse.2021.3107186.
Article145 days agoNetwork Robustness Prediction: Influence of Training Data Distributions
Yang Lou, Chengpei Wu, Junli Li, Lin Wang, Guanrong Chen (2023). Network Robustness Prediction: Influence of Training Data Distributions. IEEE Transactions on Neural Networks and Learning Systems, 35(10), pp. 13496-13507, DOI: 10.1109/tnnls.2023.3269753.
Article145 days agoClassification-based prediction of network connectivity robustness
Yang Lou, Ruizi Wu, Junli Li, Lin Wang, Changbing Tang, Guanrong Chen (2022). Classification-based prediction of network connectivity robustness. Neural Networks, 157, pp. 136-146, DOI: 10.1016/j.neunet.2022.10.013.
Article145 days agoSPP-CNN: An Efficient Framework for Network Robustness Prediction
Chengpei Wu, Yang Lou, Lin Wang, Junli Li, Xiang Li, Guanrong Chen (2023). SPP-CNN: An Efficient Framework for Network Robustness Prediction. IEEE Transactions on Circuits and Systems I Regular Papers, 70(10), pp. 4067-4079, DOI: 10.1109/tcsi.2023.3296602.
Article145 days ago