cube2net: Efficient Query-Specific Network Construction with Data Cube Organization

no code implementations • 18 Jan 2020 • Carl Yang, Mengxiong Liu, Frank He, Jian Peng, Jiawei Han

With extensive experiments of two classic network mining tasks on different real-world large datasets, we show that our proposed cube2net pipeline is general, and much more effective and efficient in query-specific network construction, compared with other methods without the leverage of data cube or reinforcement learning.

reinforcement-learning Reinforcement Learning (RL)