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ICML
2007
IEEE
16 years 5 months ago
Multiclass core vector machine
Even though several techniques have been proposed in the literature for achieving multiclass classification using Support Vector Machine(SVM), the scalability aspect of these appr...
S. Asharaf, M. Narasimha Murty, Shirish Krishnaj S...
ICML
2005
IEEE
16 years 5 months ago
A smoothed boosting algorithm using probabilistic output codes
AdaBoost.OC has shown to be an effective method in boosting "weak" binary classifiers for multi-class learning. It employs the Error Correcting Output Code (ECOC) method...
Rong Jin, Jian Zhang
SIGMOD
2004
ACM
150views Database» more  SIGMOD 2004»
16 years 4 months ago
Integrating Vertical and Horizontal Partitioning Into Automated Physical Database Design
In addition to indexes and materialized views, horizontal and vertical partitioning are important aspects of physical design in a relational database system that significantly imp...
Sanjay Agrawal, Vivek R. Narasayya, Beverly Yang
FSTTCS
2007
Springer
15 years 10 months ago
Order Scheduling Models: Hardness and Algorithms
We consider scheduling problems in which a job consists of components of different types to be processed on m machines. Each machine is capable of processing components of a singl...
Naveen Garg, Amit Kumar, Vinayaka Pandit
GECON
2007
Springer
124views Business» more  GECON 2007»
15 years 10 months ago
On Business Grid Demands and Approaches
This paper addresses necessary modification and extensions of existing Grid Computing approaches in order to meet nowadays business demand. So far, Grid Computing has been used to...
Carsten Franke, Adolf Hohl, Philip Robinson, Bernd...