82 search results - page 8 / 17 » Evaluating classifiers' performance in a constrained environ... |
94
Voted
PPAM
2005
Springer
15 years 5 months ago
2005
Springer
We present a web computing library (PUBWCL) in Java that allows to execute tightly coupled, massively parallel algorithms in the bulk-synchronous (BSP) style on PCs distributed ove...
104
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NCA
2003
IEEE
15 years 4 months ago
2003
IEEE
A distributed application that operates in an ad hoc network formed by mobile nodes must limit its use of all-to-all communication since the overall capacity of such a network is ...
AROBOTS
2010
14 years 11 months ago
2010
Abstract This work introduces a self-supervised architecture for robust classification of moving obstacles in urban environments. Our approach presents a hierarchical scheme that r...
108
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AUSDM
2008
Springer
15 years 1 months ago
2008
Springer
In this paper we investigate the classification of mental tasks based on electroencephalographic (EEG) data for Brain Computer Interfaces (BCI) in two scenarios: off line and on-l...
DATAMINE
2008
14 years 11 months ago
2008
Learning from imbalanced datasets presents a convoluted problem both from the modeling and cost standpoints. In particular, when a class is of great interest but occurs relatively...