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» Efficient Learning of Relational Object Class Models
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AAAI
2008
15 years 2 months ago
Resource Constrained Distributed Constraint Optimization with Virtual Variables
Cooperative problem solving with resource constraints are important in practical multi-agent systems. Resource constraints are necessary to handle practical problems including dis...
Toshihiro Matsui, Hiroshi Matsuo, Marius Silaghi, ...
SIGMOD
2005
ACM
119views Database» more  SIGMOD 2005»
15 years 12 months ago
DogmatiX Tracks down Duplicates in XML
Duplicate detection is the problem of detecting different entries in a data source representing the same real-world entity. While research abounds in the realm of duplicate detect...
Melanie Weis, Felix Naumann
APPT
2005
Springer
15 years 5 months ago
Autonomous-Centered Problem Allocation Oriented to Cooperation
By reasonably allocating a cooperative problem which need multiple solvers cope with together, the problem could be performed more effectively and efficiently. A problem could be d...
Xiping Liu, Wan-Chun Dou, Guihai Chen, Shijie Cai,...
JAIR
2000
152views more  JAIR 2000»
14 years 11 months ago
Value-Function Approximations for Partially Observable Markov Decision Processes
Partially observable Markov decision processes (POMDPs) provide an elegant mathematical framework for modeling complex decision and planning problems in stochastic domains in whic...
Milos Hauskrecht
CDC
2009
IEEE
210views Control Systems» more  CDC 2009»
14 years 9 months ago
On maximum lifetime routing in Wireless Sensor Networks
Abstract-- Lifetime maximization is an important optimization problem specific to Wireless Sensor Networks (WSNs) since they operate with limited energy resources which are therefo...
Xu Ning, Christos G. Cassandras