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ICML
2002
IEEE
16 years 3 months ago
Learning the Kernel Matrix with Semi-Definite Programming
Kernel-based learning algorithms work by embedding the data into a Euclidean space, and then searching for linear relations among the embedded data points. The embedding is perfor...
Gert R. G. Lanckriet, Nello Cristianini, Peter L. ...
RTSS
1998
IEEE
15 years 6 months ago
Practical Solutions for QoS-Based Resource Allocation
Abstract: The QoS-based Resource Allocation Model (QRAM) proposed in [20] presented an analytical approach for satisfying multiple quality-of-service dimensions in a resource-const...
Ragunathan Rajkumar, Chen Lee, John P. Lehoczky, D...
EOR
2007
100views more  EOR 2007»
15 years 2 months ago
Parallel radial basis function methods for the global optimization of expensive functions
We introduce a master–worker framework for parallel global optimization of computationally expensive functions using response surface models. In particular, we parallelize two r...
Rommel G. Regis, Christine A. Shoemaker
103
Voted
GECCO
2005
Springer
175views Optimization» more  GECCO 2005»
15 years 8 months ago
An approach for QoS-aware service composition based on genetic algorithms
Web services are rapidly changing the landscape of software engineering. One of the most interesting challenges introduced by web services is represented by Quality Of Service (Qo...
Gerardo Canfora, Massimiliano Di Penta, Raffaele E...
143
Voted
GLOBECOM
2007
IEEE
15 years 8 months ago
End-to-End Throughput-Aware Channel Assignment in Multi-Radio Wireless Mesh Networks
— 1 Wireless mesh networks are deployed as broadband backbones to provide ubiquitous wireless access for residents and local businesses. Utilizing multiple channels has the poten...
Fei Ye, Qing Chen, Zhisheng Niu