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» Using Cell-DEVS for Modeling Complex Cell Spaces
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BIOINFORMATICS
2007
195views more  BIOINFORMATICS 2007»
15 years 3 months ago
Context-dependent clustering for dynamic cellular state modeling of microarray gene expression
Motivation: High-throughput expression profiling allows researchers to study gene activities globally. Genes with similar expression profiles are likely to encode proteins that ma...
Shinsheng Yuan, Ker-Chau Li
150
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AAAI
2011
14 years 3 months ago
Policy Gradient Planning for Environmental Decision Making with Existing Simulators
In environmental and natural resource planning domains actions are taken at a large number of locations over multiple time periods. These problems have enormous state and action s...
Mark Crowley, David Poole
117
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WADS
2007
Springer
115views Algorithms» more  WADS 2007»
15 years 9 months ago
Priority Queues Resilient to Memory Faults
In the faulty-memory RAM model, the content of memory cells can get corrupted at any time during the execution of an algorithm, and a constant number of uncorruptible registers are...
Allan Grønlund Jørgensen, Gabriel Mo...
118
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UM
2010
Springer
15 years 8 months ago
Task-Based User Modelling for Knowledge Work Support
A Knowledge Worker (KW) uses her computer to perform different tasks for which she gathers and uses information from disparate sources such as the Web and e-mail, and creates new ...
Charlie Abela, Chris Staff, Siegfried Handschuh
162
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IJRR
2011
218views more  IJRR 2011»
14 years 10 months ago
Motion planning under uncertainty for robotic tasks with long time horizons
Abstract Partially observable Markov decision processes (POMDPs) are a principled mathematical framework for planning under uncertainty, a crucial capability for reliable operation...
Hanna Kurniawati, Yanzhu Du, David Hsu, Wee Sun Le...