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PAKDD
2011
ACM
473views Data Mining» more  PAKDD 2011»
14 years 3 months ago
 Finding Rare Classes: Adapting Generative and Discriminative Models in Active Learning
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...
Timothy Hospedales, Shaogang Gong and Tao Xiang
WWW
2005
ACM
15 years 10 months ago
The volume and evolution of web page templates
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...
David Gibson, Kunal Punera, Andrew Tomkins
SDM
2010
SIAM
165views Data Mining» more  SDM 2010»
14 years 11 months ago
Exact Passive-Aggressive Algorithm for Multiclass Classification Using Support Class
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...
Shin Matsushima, Nobuyuki Shimizu, Kazuhiro Yoshid...
WCRE
1999
IEEE
15 years 2 months ago
An Incremental Semi-Automatic Method for Component Recovery
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...
Rainer Koschke
ARCS
2004
Springer
15 years 3 months ago
Reconfigurable OPTO-ASICs as base for future self-organizing CMOS cameras
: We investigated different parallel SIMD (single instruction multiple data) architectures based on pure programmable and reconfigurable approaches for their appropriateness for in...
Dietmar Fey, Daniel Schmidt 0003, Andreas Loos