Deep learning now offers state-of-the-art accuracy for many prediction tasks. A form of deep learning called deep convolutional neural networks (CNNs)...

Complex event recognition (CER) has emerged as the unifying field for technologies that require processing and correlating distributed data sources in...

We study the design of data publishing mechanisms that allow a collection of autonomous distributed datasources to collaborate to support queries. A c...

Given an input stream of size N, a ?-heavy hitter is an item that occurs at least ? N times in S. The problem of finding heavy-hitters is extensively...

Given a directed graph G, the directed densest subgraph (DDS) problem refers to the finding of a subgraph from G, whose density is the highest among a...