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IJCAI
2003
15 years 5 months ago
AUC: a Statistically Consistent and more Discriminating Measure than Accuracy
Predictive accuracy has been used as the main and often only evaluation criterion for the predictive performance of classification learning algorithms. In recent years, the area ...
Charles X. Ling, Jin Huang, Harry Zhang
SAT
2009
Springer
79views Hardware» more  SAT 2009»
15 years 10 months ago
Minimizing Learned Clauses
Minimizing learned clauses is an effective technique to reduce memory usage and also speed up solving time. It has been implemented in MINISAT since 2005 and is now adopted by mos...
Niklas Sörensson, Armin Biere
SDM
2007
SIAM
133views Data Mining» more  SDM 2007»
15 years 5 months ago
Change-Point Detection using Krylov Subspace Learning
We propose an efficient algorithm for principal component analysis (PCA) that is applicable when only the inner product with a given vector is needed. We show that Krylov subspace...
Tsuyoshi Idé, Koji Tsuda
CORR
1999
Springer
81views Education» more  CORR 1999»
15 years 3 months ago
Explanation-based Learning for Machine Translation
In this paper we present an application of explanation-based learning (EBL) in the parsing module of a real-time English-Spanish machine translation system designed to translate c...
Janine Toole, Fred Popowich, Devlan Nicholson, Dav...
ICALT
2009
IEEE
15 years 11 months ago
Towards a Flexible Intelligent Tutoring System for Argumentation
Supporting students in the acquisition of argumentation skills is an important goal of educational technology. However, there has not been much work done towards developing generi...
Frank Loll, Niels Pinkwart, Oliver Scheuer, Bruce ...