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AUSAI
2004
Springer
15 years 11 months ago
A Learning-Based Algorithm Selection Meta-reasoner for the Real-Time MPE Problem
Abstract. The algorithm selection problem aims to select the best algorithm for an input problem instance according to some characteristics of the instance. This paper presents a l...
Haipeng Guo, William H. Hsu
DSOM
2004
Springer
15 years 11 months ago
ABHA: A Framework for Autonomic Job Recovery
Key issues to address in autonomic job recovery for cluster computing are recognizing job failure; understanding the failure sufficiently to know if and how to restart the job; an...
Charles Earl, Emilio Remolina, Jim Ong, John Brown...
LCPC
2004
Springer
15 years 11 months ago
The Use of Traces for Inlining in Java Programs
We explore the effectiveness of using traces in optimization. We build a trace collection system for the Jikes Research Virtual Machine and create traces based on the execution of...
Borys J. Bradel, Tarek S. Abdelrahman
ROCAI
2004
Springer
15 years 11 months ago
An Empirical Evaluation of Supervised Learning for ROC Area
We present an empirical comparison of the AUC performance of seven supervised learning methods: SVMs, neural nets, decision trees, k-nearest neighbor, bagged trees, boosted trees,...
Rich Caruana, Alexandru Niculescu-Mizil
IAT
2003
IEEE
15 years 11 months ago
Web Course Self-Adaptation
This paper describes the methodology of an intelligent agent for building a self-adaptive course on the Web. An important task, therefore, is to combine adaptability with the lear...
Mohammed Abdel Razek, Claude Frasson, Marc Kaltenb...