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COLT
2008
Springer
13 years 9 months ago
Does Unlabeled Data Provably Help? Worst-case Analysis of the Sample Complexity of Semi-Supervised Learning
We study the potential benefits to classification prediction that arise from having access to unlabeled samples. We compare learning in the semi-supervised model to the standard, ...
Shai Ben-David, Tyler Lu, Dávid Pál
CISIS
2009
IEEE
13 years 5 months ago
Making Expert Knowledge Explicit to Facilitate Tool Support for Integrating Complex Information Systems in the ATM Domain
The capability to provide a platform for flexible business services in the Air Traffic Management (ATM) domain is both a major success factor for the ATM industry and a challenge ...
Thomas Moser, Richard Mordinyi, Alexander Mikula, ...
SRDS
2007
IEEE
14 years 2 months ago
An Analytical Framework and Its Applications for Studying Brick Storage Reliability
The reliability of a large-scale storage system is influenced by a complex set of inter-dependent factors. This paper presents a comprehensive and extensible analytical framework ...
Ming Chen, Wei Chen, Likun Liu, Zheng Zhang
WSC
2008
13 years 10 months ago
Towards applications of particle filters in wildfire spread simulation
Wildfire propagation is a complex process influenced by many factors. Simulation models of wildfire spread, such as DEVS-FIRE, are important tools for studying fire behavior. This...
Feng Gu, Xiaolin Hu
HICSS
2002
IEEE
90views Biometrics» more  HICSS 2002»
14 years 24 days ago
Knowledge-Based IS Implementation Support: An Application to the IS Change Agent Role Problem
The threat of abandoned or extensively overhauled IS is a major concern for both MIS specialists and businesses. This concern may stem from the mismatch between MIS specialist cha...
Meral Binbasioglu, Elaine Winston