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» Large-scale Data Collection: a Coordinated Approach
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ICSE
1998
IEEE-ACM
13 years 9 months ago
An Approach to Large-Scale Collection of Application Usage Data Over the Internet
Empirical evaluation of software systems in actual usage situations is critical in software engineering. Prototyping, beta testing, and usability testing are widely used to refine...
David M. Hilbert, David F. Redmiles
ICCS
2004
Springer
13 years 10 months ago
Chunking-Coordinated-Synthetic Approaches to Large-Scale Kernel Machines
We consider a kernel-based approach to nonlinear classification that coordinates the generation of “synthetic” points (to be used in the kernel) with “chunking” (working wi...
Francisco J. González-Castaño, Rober...
HICSS
2005
IEEE
134views Biometrics» more  HICSS 2005»
13 years 10 months ago
Discussion of a Large-Scale Open Source Data Collection Methodology
This paper discusses in detail a possible methodology for collecting repository data on a large number of open source software projects from a single project hosting and community...
Michael Hahsler, Stefan Koch
SC
2003
ACM
13 years 10 months ago
BCS-MPI: A New Approach in the System Software Design for Large-Scale Parallel Computers
Buffered CoScheduled MPI (BCS-MPI) introduces a new approach to design the communication layer for largescale parallel machines. The emphasis of BCS-MPI is on the global coordinat...
Juan Fernández, Eitan Frachtenberg, Fabrizi...
CORR
2011
Springer
185views Education» more  CORR 2011»
12 years 11 months ago
Large-Scale Collective Entity Matching
There have been several recent advancements in Machine Learning community on the Entity Matching (EM) problem. However, their lack of scalability has prevented them from being app...
Vibhor Rastogi, Nilesh N. Dalvi, Minos N. Garofala...