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TCBB
2011
13 years 5 months ago
Ensemble Learning with Active Example Selection for Imbalanced Biomedical Data Classification
—In biomedical data, the imbalanced data problem occurs frequently and causes poor prediction performance for minority classes. It is because the trained classifiers are mostly d...
Sangyoon Oh, Min Su Lee, Byoung-Tak Zhang
MODELS
2009
Springer
14 years 4 months ago
RobbyDBMS: a case study on hardware/software product line engineering
The development of a highly configurable data management system is a challenging task, especially if it is to be implemented on an embedded system that provides limited resources...
Jörg Liebig, Sven Apel, Christian Lengauer, T...
ICSEA
2009
IEEE
14 years 4 months ago
Testing of Image Processing Algorithms on Synthetic Data
—In this paper, it is shown that synthetic images can be used to test specific use cases of a lane tracking algorithm which has been developed by Audi AG. This was achieved by s...
Kilian von Neumann-Cosel, Erwin Roth, Daniel Lehma...
ARCS
2006
Springer
14 years 1 months ago
Background Data Acquisition and Carrying: The BlueDACS Project
As an alternative to ad hoc wireless sensor networks, we propose to utilize the mobile devices that are carried by people who walk along the site on which the sensors are deployed....
Thomas Wieland, Martin Fenne, Benjamin Stöcke...
IPPS
2000
IEEE
14 years 2 months ago
A Requirements Analysis for Parallel KDD Systems
Abstract. The current generation of data mining tools have limited capacity and performance, since these tools tend to be sequential. This paper explores a migration path out of th...
William Maniatty, Mohammed Javeed Zaki