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131
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ICML
2001
IEEE
16 years 1 months ago
Smoothed Bootstrap and Statistical Data Cloning for Classifier Evaluation
This work is concerned with the estimation of a classifier's accuracy. We first review some existing methods for error estimation, focusing on cross-validation and bootstrap,...
Gregory Shakhnarovich, Ran El-Yaniv, Yoram Baram
87
Voted
SIGMOD
2003
ACM
96views Database» more  SIGMOD 2003»
16 years 29 days ago
Toward network data independence
A number of researchers have become interested in the design of global-scale networked systems and applications. Our thesis here is that the database community's principles a...
Joseph M. Hellerstein
PERCOM
2007
ACM
16 years 12 days ago
Distributed, Uncertainty-Aware Access Control for Pervasive Computing
Access control to sensitive resources in pervasive computing needs to take uncertainty into account. Previous research has developed uncertainty-aware access-control models for en...
Urs Hengartner, Ge Zhong
91
Voted
ICDCN
2009
Springer
15 years 7 months ago
A Mechanism to Structure Mission-Aware Interaction in Mobile Sensor Networks
One of the main appeals of mobile sensors is the variety of environments in which they can operate as an autonomous network. Different environments, however, present different ch...
Michel Charpentier, Radim Bartos, Swapnil Bhatia
96
Voted
ICDAR
2009
IEEE
15 years 7 months ago
Locally Developable Constraint for Document Surface Reconstruction
This article presents a global optimization approach to reconstruct surfaces from a single document image. Instead of assuming globally developable in previous works which restric...
Yuanlong Shao, Xinguo Liu, Xueying Qin, Yi Xu, Huj...