Modern database applications like geographic information systems, multimedia databases, and digital libraries dealing with huge volumes of high dimensional data, make use of multi...
In many occasions would one encounter the task of maintaining the consistency of two pieces of structured data that are related by some transform ā synchronising bookmarks in diļ...
We study the problem of classifying images into a given, pre-determined taxonomy. The task can be elegantly translated into the structured learning framework. Structured learning, ...
AbstractāBipartite graphs are often used to illustrate relationships between two sets of data, such as web pages and visitors. At the same time, information is often organized hi...
A key issue in clustering data, regardless the algorithm used, is the deļ¬nition of a distance function. In the case of trajectory data, different distance functions have been pro...