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16 years 10 months ago
General Weighted Fairness and its Support in Explicit Rate Switch Algorithms
This paper gives a new definition of general weighted (GW) fairness and shows how this can achieve various fairness definitions, such as those mentioned in the ATM Forum TM 4.0 spe...
Bobby Vandalore, Sonia Fahmy, Raj Jain, Rohit Goya...
CVPR
2004
IEEE
15 years 3 months ago
Learning in Region-Based Image Retrieval with Generalized Support Vector Machines
Relevance feedback approaches based on support vector machine (SVM) learning have been applied to significantly improve retrieval performance in content-based image retrieval (CBI...
Iker Gondra, Douglas R. Heisterkamp
MSR
2009
ACM
15 years 4 months ago
MapReduce as a general framework to support research in Mining Software Repositories (MSR)
Researchers continue to demonstrate the benefits of Mining Software Repositories (MSR) for supporting software development and research activities. However, as the mining process...
Weiyi Shang, Zhen Ming Jiang, Bram Adams, Ahmed E....
76
Voted
ECAI
2004
Springer
15 years 5 months ago
A Generalized Quadratic Loss for Support Vector Machines
The standard SVM formulation for binary classification is based on the Hinge loss function, where errors are considered not correlated. Due to this, local information in the featu...
Filippo Portera, Alessandro Sperduti
IEEEPACT
2007
IEEE
15 years 6 months ago
Architectural Support for the Stream Execution Model on General-Purpose Processors
There has recently been much interest in stream processing, both in industry (e.g., Cell, NVIDIA G80, ATI R580) and academia (e.g., Stanford Merrimac, MIT RAW), with stream progra...
Jayanth Gummaraju, Mattan Erez, Joel Coburn, Mende...