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AUSAI
2004
Springer
15 years 3 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 3 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 3 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 3 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 3 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...