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HAIS
2009
Springer
15 years 3 months ago
Beyond Homemade Artificial Data Sets
One of the most important challenges in supervised learning is how to evaluate the quality of the models evolved by different machine learning techniques. Up to now, we have relied...
Núria Macià, Albert Orriols-Puig, Es...
OR
2010
Springer
14 years 6 months ago
A new multi-objective optimization formulation for rail-car fleet sizing problems
Abstract With potential application to a variety of industries, fleet sizing problems present a prevalent and significant challenge for engineers and managers. This is especially t...
Hamid Reza Sayarshad, Timothy Marler
ICASSP
2011
IEEE
14 years 3 months ago
Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation
Separating multiple tracks from professionally produced music recordings (PPMRs) is still a challenging problem. We address this task with a user-guided approach in which the sepa...
Alexey Ozerov, Cédric Févotte, Rapha...
DSOM
2007
Springer
15 years 6 months ago
Virtualization-Based Techniques for Enabling Multi-tenant Management Tools
As service providers strive to improve the quality and efficiency of their IT (information technology) management services, the need to adopt a standard set of tools and processes...
Chang-Hao Tsai, Yaoping Ruan, Sambit Sahu, Anees S...
IWAN
1999
Springer
15 years 4 months ago
Policy Specification for Programmable Networks
There is a need to be able to program network components to adapt to application requirements for quality of service, specialised application dependent routing, to increase effici...
Morris Sloman, Emil Lupu