96 citations · 415 across the 46 of their papers we have counts for
5 papers · 1 filter
Node Classification in Uncertain Graphs
Michele Dallachiesa, Charu Aggarwal, Themis Palpanas
In many real applications that use and analyze networked data, the links in the network graph may be erroneous, or derived from probabilistic techniques. In such cases, the node cl…
Towards Breaking the Curse of Dimensionality for High-Dimensional Privacy: An Extended Version
Hessam Zakerzadeh, Charu C. Aggrawal, Ken Barker
The curse of dimensionality has remained a challenge for a wide variety of algorithms in data mining, clustering, classification and privacy. Recently, it was shown that an increas…
Hash in a Flash: Hash Tables for Solid State Devices
Tyler Clemons, S. M. Faisal, Shirish Tatikonda +2
In recent years, information retrieval algorithms have taken center stage for extracting important data in ever larger datasets. Advances in hardware technology have lead to the in…
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes
Yizhou Sun, Charu C. Aggarwal, Jiawei Han
With the rapid development of online social media, online shopping sites and cyber-physical systems, heterogeneous information networks have become increasingly popular and content…
gSketch: On Query Estimation in Graph Streams
Peixiang Zhao, Charu C. Aggarwal, Min Wang
Many dynamic applications are built upon large network infrastructures, such as social networks, communication networks, biological networks and the Web. Such applications create d…