The increasing prominence of data streams arising in a wide range of advanced applications such as fraud detection and trend learning has led to the s...

Many environmental, scientific, technical or medical database applications require effective and efficient mining of time series, sequences or traject...

XMLstructural joins,which evaluate the containment (ancestor-descendant) relationships between XML elements, are important operations of XML query pro...

Graphs provide powerful abstractions of relational data, and are widely used in fields such as network management, web page analysis and sociology. Wh...

Traditional document classification frameworks, which apply the learned classifier to each document in a corpus one by one, are infeasible for extreme...