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» A Generalized Multi-View Approach
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147
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ASPLOS
2006
ACM
15 years 7 months ago
Accurate and efficient regression modeling for microarchitectural performance and power prediction
We propose regression modeling as an efficient approach for accurately predicting performance and power for various applications executing on any microprocessor configuration in a...
Benjamin C. Lee, David M. Brooks
128
Voted
ATAL
2006
Springer
15 years 7 months ago
Efficient agent-based cluster ensembles
Numerous domains ranging from distributed data acquisition to knowledge reuse need to solve the cluster ensemble problem of combining multiple clusterings into a single unified cl...
Adrian K. Agogino, Kagan Tumer
113
Voted
ATAL
2006
Springer
15 years 7 months ago
Verifying space and time requirements for resource-bounded agents
The effective reasoning capability of an agent can be defined as its capability to infer, within a given space and time bound, facts that are logical consequences of its knowledge...
Natasha Alechina, Mark Jago, Piergiorgio Bertoli, ...
121
Voted
ATAL
2006
Springer
15 years 7 months ago
Teaching new teammates
Knowledge transfer between expert and novice agents is a challenging problem given that the knowledge representation and learning algorithms used by the novice learner can be fund...
Doran Chakraborty, Sandip Sen
117
Voted
ATAL
2006
Springer
15 years 7 months ago
Certified reputation: how an agent can trust a stranger
Current computational trust models are usually built either on an agent's direct experience of an interaction partner (interaction trust) or reports provided by third parties...
Trung Dong Huynh, Nicholas R. Jennings, Nigel R. S...
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