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ISNN
2005
Springer
14 years 1 months ago
Scaling the Kernel Function to Improve Performance of the Support Vector Machine
Abstract. The present study investigates a geometrical method for optimizing the kernel function of a support vector machine. The method is an improvement of the one proposed in [4...
Peter Williams, Sheng Li, Jianfeng Feng, Si Wu
TPDS
2008
64views more  TPDS 2008»
13 years 7 months ago
Linear Programming-Based Affinity Scheduling of Independent Tasks on Heterogeneous Computing Systems
Abstract-- Resource management systems (RMS) are an important component in heterogeneous computing (HC) systems. One of the jobs of an RMS is the mapping of arriving tasks onto the...
Issam Al-Azzoni, Douglas G. Down
ECML
2006
Springer
13 years 11 months ago
Batch Classification with Applications in Computer Aided Diagnosis
Abstract. Most classification methods assume that the samples are drawn independently and identically from an unknown data generating distribution, yet this assumption is violated ...
Volkan Vural, Glenn Fung, Balaji Krishnapuram, Jen...
EDUTAINMENT
2006
Springer
13 years 11 months ago
Mental Vision: A Computer Graphics Teaching Platform
Abstract. We have developed a learning platform to simplify and improve teaching and practice of Computer Graphics for beginners and advanced students. Our goal is to offer a set o...
Achille Peternier, Daniel Thalmann, Fréd&ea...
AIME
2007
Springer
14 years 1 months ago
Machine Learning Techniques for Decision Support in Anesthesia
Abstract. The growing availability of measurement devices in the operating room enables the collection of a huge amount of data about the state of the patient and the doctors’ pr...
Olivier Caelen, Gianluca Bontempi, Luc Barvais