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CINQ
2004
Springer
131views Database» more  CINQ 2004»
15 years 9 months ago
Model-Independent Bounding of the Supports of Boolean Formulae in Binary Data
Abstract. Data mining algorithms such as the Apriori method for finding frequent sets in sparse binary data can be used for efficient computation of a large number of summaries fr...
Artur Bykowski, Jouni K. Seppänen, Jaakko Hol...
SDM
2007
SIAM
81views Data Mining» more  SDM 2007»
15 years 5 months ago
A PAC Bound for Approximate Support Vector Machines
We study a class of algorithms that speed up the training process of support vector machines (SVMs) by returning an approximate SVM. We focus on algorithms that reduce the size of...
Dongwei Cao, Daniel Boley
ICSE
2003
IEEE-ACM
15 years 9 months ago
Tool Support for Scenario-Based Architecture Evaluation
Architectural considerations play a key role in the success of any software-based development project. Architecture evaluation is an early risk reduction method for identifying ri...
Steffen Thiel, Andreas Hein, Heiner Engelhardt
156
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AICT
2005
IEEE
138views Communications» more  AICT 2005»
15 years 9 months ago
A Layered Architecture for Supporting Optical Burst Switching
This paper defines a new layered architecture for supporting optical burst switching in an optical core network. The architecture takes into account both the control plane as well...
Farid Farahmand, Jason P. Jue, Vinod Vokkarane, Jo...
FGCS
2007
86views more  FGCS 2007»
15 years 3 months ago
A grid-based approach for enterprise-scale data mining
Abstract— We describe a grid-based approach for enterprisescale data mining that leverages database technology for I/O parallelism, and on-demand compute servers for compute para...
Ramesh Natarajan, Radu Sion, Thomas Phan