The Entropy of Graph Embeddings: A Proxy of Potential Mobility in Covid19 Outbreaks

Author:

Escolano FranciscoORCID,Lozano Miguel AngelORCID,Hancock Edwin R.ORCID

Publisher

Springer International Publishing

Reference12 articles.

1. Abbe, E.: Community detection and stochastic block models: recent developments. J. Mach. Learn. Res. 18(1), 6446–6531 (2017)

2. Abu-El-Haija, S., Perozzi, B., Al-Rfou, R., Alemi, A.A.: Watch your step: learning node embeddings via graph attention. In: Bengio, S., Wallach, H., Larochelle, H., Grauman, K., Cesa-Bianchi, N., Garnett, R. (eds.) Advances in Neural Information Processing Systems, vol. 31, pp. 9180–9190. Curran Associates, Inc. (2018). https://proceedings.neurips.cc/paper/2018/file/8a94ecfa54dcb88a2fa993bfa6388f9e-Paper.pdf

3. A. Grover, Leskovec, J.: node2vec: scalable feature learning for networks. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 855–864 (2016)

4. Escolano, F., Suau, P., Bonev, B.: Information Theory in Computer Vision and Pattern Recognition, 1st edn. Springer Publishing Company, Inc., Verlag London (2009). https://doi.org/10.1007/978-1-84882-297-9

5. Pennington, J., Socher, R., Manning, C.D.: GloVe: global vectors for word representation. In: Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP, pp. 1532–1543 (2014)

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