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156
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NIPS
2003
15 years 7 months 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
146
Voted
JELIA
2000
Springer
15 years 9 months ago
An Algorithmic Approach to Recover Inconsistent Knowledge-Bases
Abstract. We consider an algorithmic approach for revising inconsistent data and restoring its consistency. This approach detects the\spoiled" part of the data (i.e., the set ...
Ofer Arieli
LOGCOM
2007
130views more  LOGCOM 2007»
15 years 6 months ago
A Logic for Concepts and Similarity
Categorisation of objects into classes is currently supported by (at least) two ‘orthogonal’ methods. In logic-based approaches, classifications are defined through ontologi...
Mikhail Sheremet, Dmitry Tishkovsky, Frank Wolter,...
JELIA
2004
Springer
15 years 11 months ago
An Implementation of Statistical Default Logic
Statistical default logic is a variation of classical (i.e., Reiter’s) default logic designed to represent basic inference forms common in inferential statistics. In this paper ...
Gregory R. Wheeler, Carlos Viegas Damásio
INFOCOM
1997
IEEE
15 years 10 months ago
A Linear Control Approach to Explicit Rate Feedback in ATM Networks
Rate-based feedback congestion control has been proposed as a form of traffic management for available bit rate traffic in ATM networks. This paper discusses applying linear con...
Charles E. Rohrs, Randall A. Berry