The World Wide Web (WWW) is rapidly becoming important for society as a medium for sharing data, information and services, and there is a growing interest in tools for understandi...
There has been a lot of recent interest in mining patterns from graphs. Often, the exact structure of the patterns of interest is not known. This happens, for example, when molecu...
Modern chip multiprocessors (CMPs) are designed to exploit both instruction-level parallelism (ILP) within processors and thread-level parallelism (TLP) within and across processo...
Changkyu Kim, Simha Sethumadhavan, M. S. Govindan,...
Graph-based methods form a main category of semisupervised
learning, offering flexibility and easy implementation
in many applications. However, the performance of
these methods...
Wei Liu (Columbia University), Shih-fu Chang (Colu...
Many applications in text processing require significant human effort for either labeling large document collections (when learning statistical models) or extrapolating rules from...