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NCA
2007
IEEE
13 years 8 months ago
A data reduction approach for resolving the imbalanced data issue in functional genomics
Learning from imbalanced data occurs frequently in many machine learning applications. One positive example to thousands of negative instances is common in scientific applications...
Kihoon Yoon, Stephen Kwek
TNN
2008
152views more  TNN 2008»
13 years 9 months ago
Distributed Parallel Support Vector Machines in Strongly Connected Networks
We propose a distributed parallel support vector machine (DPSVM) training mechanism in a configurable network environment for distributed data mining. The basic idea is to exchange...
Yumao Lu, Vwani P. Roychowdhury, L. Vandenberghe
CCGRID
2002
IEEE
14 years 2 months ago
Maintaining Connectivity in a Scalable and Robust Distributed Environment
This paper describes a novel peer-to-peer (P2P) environment for running distributed Java applications on the Internet. The possible application areas include simple load balancing...
Márk Jelasity, Mike Preuß, Maarten va...
LCR
2000
Springer
186views System Software» more  LCR 2000»
14 years 20 days ago
Adaptive Parallelism for OpenMP Task Parallel Programs
Abstract. We present a system that allows task parallel OpenMP programs to execute on a network of workstations (NOW) with a variable number of nodes. Such adaptivity, generally ca...
Alex Scherer, Thomas R. Gross, Willy Zwaenepoel
EUROPAR
2004
Springer
14 years 2 months ago
A Proxy Server-Network for Real-Time Computer Games
Abstract. Computer games played over the Internet have recently become an important class of distributed applications. In this paper we present a novel proxy server-network topolog...
Jens Müller 0004, Stefan Fischer, Sergei Gorl...