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06/26/2023
An Evolution Kernel Method for Graph Classification through Heat Diffusion Dynamics
Autonomous individuals establish a structural complex system through pai...
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01/04/2023
Anonymous Pattern Molecular Fingerprint and its Applications on Property Identification
Molecular fingerprints are significant cheminformatics tools to map mole...
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06/11/2022
Parameter Convex Neural Networks
Deep learning utilizing deep neural networks (DNNs) has achieved a lot o...
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03/31/2021
Research of Damped Newton Stochastic Gradient Descent Method for Neural Network Training
First-order methods like stochastic gradient descent(SGD) are recently t...
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03/21/2021
KPI Method for Dynamic Surface Reconstruction With B-splines based on Sparse Data
High dimensional B-splines are catching tremendous attentions in fields ...
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03/21/2021
Effects of Dynamic-Win-Stay-Lose-Learn model with voluntary participation in social dilemma
In recent years, Win-Stay-Lose-Learn rule has attracted wide attention a...
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01/02/2021
Representation Learning of Reconstructed Graphs Using Random Walk Graph Convolutional Network
Graphs are often used to organize data because of their simple topologic...
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07/31/2020
Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs
The graph structure is a commonly used data storage mode, and it turns o...
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07/18/2019