11 citations · 13 across the 4 of their papers we have counts for
4 papers
AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering
Guozhong Li, Byron Choi, Jianliang Xu +3
Time series shapelets are discriminative subsequences that have been recently found effective for time series clustering (TSC). The shapelets are convenient for interpreting the cl…
Distributed D-core Decomposition over Large Directed Graphs
Xuankun Liao, Qing Liu, Jiaxin Jiang +3
Given a directed graph and integers and , a D-core is the maximal subgraph such that for every vertex of , its in-degree and out-degree are no smaller…
Towards Plug-and-Play Visual Graph Query Interfaces: Data-driven Canned Pattern Selection for Large Networks
Zifeng Yuan, Huey Eng Chua, Sourav S Bhowmick +3
Canned patterns (i.e. small subgraph patterns) in visual graph query interfaces (a.k.a GUI) facilitate efficient query formulation by enabling pattern-at-a-time construction mode.…
Efficient and Optimal Algorithms for Tree Summarization with Weighted Terminologies
Xuliang Zhu, Xin Huang, Byron Choi +4
Data summarization that presents a small subset of a dataset to users has been widely applied in numerous applications and systems. Many datasets are coded with hierarchical termin…