421 search results - page 1 / 85 » On Efficiency of Learning: A Framework and Justification |
ECAI
2000
Springer
13 years 9 months ago
2000
Springer
Abstract. A conceptual framework, whose goal is the improvement of efficiency of machine learning, is presented. The framework is designed in a broader context of problem solver (P...
AIED
2007
Springer
2007
Springer
Standard-Compliant Scenario Building with Theoretical Justification in a Theory-Aware Authoring Tool
13 years 11 months ago
Nowadays standard technologies play important roles in enhancing sharability, reusability and interoperability of learning contents. However, there is a lack of pedagogical justifi...
CIKM
2009
Springer
13 years 9 months ago
2009
Springer
The nDCG measure has proven to be a popular measure of retrieval effectiveness utilizing graded relevance judgments. However, a number of different instantiations of nDCG exist, d...
ECAI
2008
Springer
13 years 7 months ago
2008
Springer
While stochastic local search (SLS) techniques are very efficient in solving hard randomly generated propositional satisfiability (SAT) problem instances, a major challenge is to i...
AUSAI
2006
Springer
13 years 9 months ago
2006
Springer
Abstract. A learning curve of a performance measure provides a graphical method with many benefits for judging classifier properties. The area under the ROC curve (AUC) is a useful...