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ECML
2007
Springer
15 years 10 months ago
On Pairwise Naive Bayes Classifiers
Class binarizations are effective methods for improving weak learners by decomposing multi-class problems into several two-class problems. This paper analyzes how these methods can...
Jan-Nikolas Sulzmann, Johannes Fürnkranz, Eyk...
COMPENG
2010
259views Algorithms» more  COMPENG 2010»
15 years 10 months ago
Propagation of Load Shed in Cascading Line Outages Simulated by OPA
We estimate with a branching process model the propagation of load shed and the probability distribution of load shed in simulated blackouts of an electric power system. The avera...
Janghoon Kim, Ian Dobson
IEEESCC
2010
IEEE
15 years 10 months ago
Towards Self-Aware Performance and Resource Management in Modern Service-Oriented Systems
Abstract—Modern service-oriented systems have increasingly complex loosely-coupled architectures that often exhibit poor performance and resource efficiency and have high operat...
Samuel Kounev, Fabian Brosig, Nikolaus Huber, Ralf...
ESEM
2007
ACM
15 years 10 months ago
Comparison of Outlier Detection Methods in Fault-proneness Models
In this paper, we experimentally evaluated the effect of outlier detection methods to improve the prediction performance of fault-proneness models. Detected outliers were removed ...
Shinsuke Matsumoto, Yasutaka Kamei, Akito Monden, ...
HIPEAC
2009
Springer
15 years 10 months ago
ACM: An Efficient Approach for Managing Shared Caches in Chip Multiprocessors
This paper proposes and studies a hardware-based adaptive controlled migration strategy for managing distributed L2 caches in chip multiprocessors. Building on an area-efficient sh...
Mohammad Hammoud, Sangyeun Cho, Rami G. Melhem