Discovering rare categories and classifying new instances of them is
an important data mining issue in many fields, but fully supervised
learning of a rare class classifier is pr...
Web pages contain a combination of unique content and template material, which is present across multiple pages and used primarily for formatting, navigation, and branding. We stu...
The Passive Aggressive framework [1] is a principled approach to online linear classification that advocates minimal weight updates i.e., the least required so that the current tr...
Atomic components are sets of related variables, types, rograms, e.g., abstract data types and objects. Many techniques exist to detect them automatically. However, as an evaluati...
: We investigated different parallel SIMD (single instruction multiple data) architectures based on pure programmable and reconfigurable approaches for their appropriateness for in...