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111
Voted
ICPR
2008
IEEE
16 years 4 months ago
2008
IEEE
We describe an ensemble approach to learning1 salient regions from data partitioned according to the2 distributed processing requirements of large-scale sim-3 ulations. The volume...
148
Voted
ATAL
2007
Springer
15 years 7 months ago
2007
Springer
Consumers use service selection mechanisms to decide on a service provider to interact with. Although there are various service selection mechanisms, each mechanism has different s...
123
Voted
KDD
2010
ACM
15 years 5 months ago
2010
ACM
We propose a method to train a cascade of classifiers by simultaneously optimizing all its stages. The approach relies on the idea of optimizing soft cascades. In particular, inst...
145
Voted
BMCBI
2006
2006
A minimally invasive multiple marker approach allows highly efficient detection of meningioma tumors
15 years 3 months ago
Background: The development of effective frameworks that permit an accurate diagnosis of tumors, especially in their early stages, remains a grand challenge in the field of bioinf...
139
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BMVC
2010
15 years 1 months ago
2010
Kernel methods yield state-of-the-art performance in certain applications such as image classification and object detection. However, large scale problems require machine learning...