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NIPS
2003
15 years 19 days ago
AUC Optimization vs. Error Rate Minimization
The area under an ROC curve (AUC) is a criterion used in many applications to measure the quality of a classification algorithm. However, the objective function optimized in most...
Corinna Cortes, Mehryar Mohri
JCDL
2005
ACM
95views Education» more  JCDL 2005»
15 years 4 months ago
Resolving the unencoded character problem for chinese digital libraries
Constructing a Chinese digital library, especially for a historical article archiving, is often bothered by the small character sets supported by the current computer systems. Thi...
Derming Juang, Jenq-Haur Wang, Chen-Yu Lai, Ching-...
IAT
2003
IEEE
15 years 4 months ago
Problem-solving in open environments
With the increasing use of the internet, many problemsolving tasks such as resource allocation, scheduling, planning, and configuration pose themselves in an open setting involvi...
Santiago Macho-Gonzalez, Boi Faltings
BTW
2003
Springer
129views Database» more  BTW 2003»
15 years 4 months ago
Type Checking in XOBE
: XML is the upcoming standard for internet data. Java is the most important programming language for internet applications. Nevertheless, in today’s languages and tools there is...
Martin Kempa, Volker Linnemann
AI
2008
Springer
14 years 11 months ago
Maintenance goals of agents in a dynamic environment: Formulation and policy construction
The notion of maintenance often appears in the AI literature in the context of agent behavior and planning. In this paper, we argue that earlier characterizations of the notion of...
Chitta Baral, Thomas Eiter, Marcus Bjäreland,...