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ML
2008
ACM
146views Machine Learning» more  ML 2008»
13 years 9 months ago
Improving maximum margin matrix factorization
Abstract. Collaborative filtering is a popular method for personalizing product recommendations. Maximum Margin Matrix Factorization (MMMF) has been proposed as one successful lear...
Markus Weimer, Alexandros Karatzoglou, Alex J. Smo...
IVA
2010
Springer
13 years 7 months ago
Expression of Behaviors in Assistant Agents as Influences on Rational Execution of Plans
Assistant Agents help ordinary people about computer tasks, in many ways, thanks to their rational reasoning capabilities about the current model of the world. However they face st...
Jean-Paul Sansonnet, François Bouchet
SNPD
2003
13 years 10 months ago
Application of Behavior-Preserving Transformations to Improve Non-Functional Properties of an Architecture Specification
In particular for safety critical systems it is necessary to make sure that the non-functional properties imposed by a system architecture meet the corresponding requirements as e...
Lars Grunske
MIDDLEWARE
2007
Springer
14 years 3 months ago
Semantics-based grid resource management
Scheduling parallel and distributed applications efficiently onto grid environments is a difficult task and a great variety of scheduling heuristics have been developed aiming to ...
Alexandre Ceasar Tavares Vidal, Francisco Jos&eacu...
ICCCN
2008
IEEE
14 years 3 months ago
Autonomic Management of Hybrid Sensor Grid Systems and Applications
: In this paper, we propose an autonomic management framework (ASGrid) to address the requirements of emerging large-scale applications in hybrid grid and sensor network systems. T...
Xiaolin Li, Xinxin Liu, Huanyu Zhao, Nanyan Jiang,...