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» On-line Learning and the Metrical Task System Problem
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NAACL
2010
13 years 5 months ago
Evaluation Metrics for the Lexical Substitution Task
We identify some problems of the evaluation metrics used for the English Lexical Substitution Task of SemEval-2007, and propose alternative metrics that avoid these problems, whic...
Sanaz Jabbari, Mark Hepple, Louise Guthrie
HCW
1999
IEEE
13 years 12 months ago
Multiple Cost Optimization for Task Assignment in Heterogeneous Computing Systems Using Learning Automata
A framework for task assignment in heterogeneous computing systems is presented in this work. The framework is based on a learning automata model. The proposed model can be used f...
Raju D. Venkataramana, N. Ranganathan
EUROSYS
2008
ACM
14 years 4 months ago
Task activity vectors: a new metric for temperature-aware scheduling
Non-uniform utilization of functional units in combination with hardware mechanisms such as clock gating leads to different power consumptions in different parts of a processor ch...
Andreas Merkel, Frank Bellosa
JIFS
2006
120views more  JIFS 2006»
13 years 7 months ago
Building similarity metrics reflecting utility in case-based reasoning
Fundamental to case-based reasoning is the idea that similar problems have similar solutions. The meaning of the concept of "similarity" can vary in different situations...
Ning Xiong, Peter Funk
GECCO
2007
Springer
143views Optimization» more  GECCO 2007»
14 years 1 months ago
Learning and exploiting knowledge in multi-agent task allocation problems
Imagine a group of cooperating agents attempting to allocate tasks amongst themselves without knowledge of their own capabilities. Over time, they develop a belief of their own sk...
Adam Campbell, Annie S. Wu