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147
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ALT
2000
Springer
15 years 7 months ago
Computationally Efficient Transductive Machines
In this paper1 we propose a new algorithm for providing confidence and credibility values for predictions on a multi-class pattern recognition problem which uses Support Vector mac...
Craig Saunders, Alexander Gammerman, Volodya Vovk
148
Voted
SAC
2000
ACM
15 years 7 months ago
Parallel C++ for the Java Virtual Machine
Object-oriented modeling and design is a way of solving problems using models based upon real-world concepts. In this paradigm, the fundamental construct is the object, an entity ...
Timothy E. Denehy, Chang-Hyun Jo
ICFEM
2003
Springer
15 years 8 months ago
Generic Interacting State Machines and Their Instantiation with Dynamic Features
Interacting State Machines (ISMs) are used to model reactive systems and to express and verify their properties. They can be seen both as automata exchanging messages simultaneousl...
David von Oheimb, Volkmar Lotz
SODA
2001
ACM
147views Algorithms» more  SODA 2001»
15 years 4 months ago
Sublinear time approximate clustering
Clustering is of central importance in a number of disciplines including Machine Learning, Statistics, and Data Mining. This paper has two foci: 1 It describes how existing algori...
Nina Mishra, Daniel Oblinger, Leonard Pitt
120
Voted
IPPS
2007
IEEE
15 years 9 months ago
High Performance Java Sockets for Parallel Computing on Clusters
The use of Java for parallel programming on clusters relies on the need of efficient communication middleware and high-speed cluster interconnect support. Nevertheless, currently...
Guillermo L. Taboada, Juan Touriño, Ramon D...