RL2: A Call for Simultaneous Representation Learning and Rule Learning for Graph Streams

Author:

Liu Qu1,Ge Tingjian1

Affiliation:

1. University of Massachusetts, Lowell, Lowell, MA, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference36 articles.

1. Social fMRI: Investigating and shaping social mechanisms in the real world

2. Sales Demand Forecast in E-commerce Using a Long Short-Term Memory Neural Network Methodology

3. Antoine Bordes , Nicolas Usunier , Alberto Garcia-Duran , Jason Weston , and Oksana Yakhnenko . 2013. Translating Embeddings for Modeling Multi-relational Data . In Advances in Neural Information Processing Systems 26. Curran Associates , Inc . Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013. Translating Embeddings for Modeling Multi-relational Data. In Advances in Neural Information Processing Systems 26. Curran Associates, Inc.

4. Léon Bottou . 2004. Stochastic Learning . In Advanced Lectures on Machine Learning: ML Summer Schools . Springer Berlin Heidelberg , 146--168. Léon Bottou. 2004. Stochastic Learning. In Advanced Lectures on Machine Learning: ML Summer Schools. Springer Berlin Heidelberg, 146--168.

5. HongYun Cai , Vincent W. Zheng , and Kevin Chen-Chuan Chang . 2017. A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications. CoRR abs/1709.07604 ( 2017 ). http://arxiv.org/abs/1709.07604 HongYun Cai, Vincent W. Zheng, and Kevin Chen-Chuan Chang. 2017. A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications. CoRR abs/1709.07604 (2017). http://arxiv.org/abs/1709.07604

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