A Non-negative Factorization Approach to Node Pooling in Graph Convolutional Neural Networks-Reference-Cited by-同舟云学术

A Non-negative Factorization Approach to Node Pooling in Graph Convolutional Neural Networks

Published:2019 Issue: Volume: Page:294-306
ISSN:0302-9743
Container-title:Lecture Notes in Computer Science
language:
Short-container-title:

Author:

Bacciu Davide,Di Sotto Luigi

Publisher

Springer International Publishing

Link

http://link.springer.com/content/pdf/10.1007/978-3-030-35166-3_21

Reference32 articles.

1. Bacciu, D., Micheli, A., Sperduti, A.: Compositional generative mapping for tree-structured data - part II: topographic projection model. IEEE Trans. Neural Netw. Learn. Syst. 24(2), 231–247 (2013)

2. Bacciu, D., Micheli, A., Sperduti, A.: Generative kernels for tree-structured data. IEEE Trans. Neural Netw. Learn. Syst. 29(10), 4932–4946 (2018)

3. Bacciu, D., Errica, F., Micheli, A.: Contextual graph Markov model: a deep and generative approach to graph processing. In: Dy, J., Krause, A. (eds.) Proceedings of the 35th International Conference on Machine Learning, vol. 80, pp. 294–303. Proceedings of Machine Learning Research, PMLR, Stockholmsmässan, Stockholm (2018)

4. Belkin, M., Niyogi, P.: Laplacian eigenmaps and spectral techniques for embedding and clustering. In: Proceedings of the 14th International Conference on Neural Information Processing Systems: Natural and Synthetic, NIPS 2001, pp. 585–591. MIT Press, Cambridge (2001)

5. Bianchi, F.M., Grattarola, D., Livi, L., Alippi, C.: Graph neural networks with convolutional ARMA filters. CoRR abs/1901.01343 (2019)

Cited by 10 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Learnable Brain Connectivity Structures for Identifying Neurological Disorders;IEEE Transactions on Neural Systems and Rehabilitation Engineering;2024

2. MESPool: Molecular Edge Shrinkage Pooling for hierarchical molecular representation learning and property prediction;Briefings in Bioinformatics;2023-11-22

3. Explainable, Stable, and Scalable Network Embedding Algorithms for Unsupervised Learning of Graph Representations;IEEE Transactions on Computational Social Systems;2022

4. Pyramidal Reservoir Graph Neural Network;Neurocomputing;2022-01

5. Understanding Pooling in Graph Neural Networks;IEEE Transactions on Neural Networks and Learning Systems;2022