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143
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PERCOM
2006
ACM
16 years 3 months ago
Localized Sensor Area Coverage with Low Communication Overhead
We propose several localized sensor area coverage protocols, for arbitrary ratio of sensing and transmission radii. Sensors are assumed to be time synchronized, and active sensors...
Antoine Gallais, Jean Carle, David Simplot-Ryl, Iv...
140
Voted
CVPR
2006
IEEE
16 years 5 months ago
Making a Long Video Short: Dynamic Video Synopsis
The power of video over still images is the ability to represent dynamic activities. But video browsing and retrieval are inconvenient due to inherent spatio-temporal redundancies...
Alex Rav-Acha, Yael Pritch, Shmuel Peleg
166
Voted
KDD
2008
ACM
264views Data Mining» more  KDD 2008»
16 years 4 months ago
Stable feature selection via dense feature groups
Many feature selection algorithms have been proposed in the past focusing on improving classification accuracy. In this work, we point out the importance of stable feature selecti...
Lei Yu, Chris H. Q. Ding, Steven Loscalzo
166
Voted
BMCBI
2005
118views more  BMCBI 2005»
15 years 3 months ago
Feature selection and nearest centroid classification for protein mass spectrometry
Background: The use of mass spectrometry as a proteomics tool is poised to revolutionize early disease diagnosis and biomarker identification. Unfortunately, before standard super...
Ilya Levner
117
Voted
PRL
2008
97views more  PRL 2008»
15 years 3 months ago
Repairing self-confident active-transductive learners using systematic exploration
We consider an active learning game within a transductive learning model. A major problem with many active learning algorithms is that an unreliable current hypothesis can mislead...
Ron Begleiter, Ran El-Yaniv, Dmitry Pechyony