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2006
Springer
15 years 6 months ago
A Parallel Approach to XML Parsing
A language for semi-structured documents, XML has emerged as the core of the web services architecture, and is playing crucial roles in messaging systems, databases, and document p...
Wei Lu, Kenneth Chiu, Yinfei Pan
DSS
2007
100views more  DSS 2007»
15 years 6 months ago
TeamSpirit: Design, implementation, and evaluation of a Web-based group decision support system
Distributed teams can carry out critical tasks with appropriate decision support technologies. The architecture and detailed design of a Web-based GDSS, called TeamSpirit, are dis...
Minder Chen, Yiching Liou, Ching-Wen Wang, Yi-Wen ...
ESWA
2007
100views more  ESWA 2007»
15 years 6 months ago
Treatment of multi-dimensional data to enhance neural network estimators in regression problems
This paper proposes and explains a data treatment technique to improve the accuracy of a neural network estimator in regression problems, where multi-dimensional input data set is...
H. Altun, A. Bilgil, B. C. Fidan
NN
2006
Springer
163views Neural Networks» more  NN 2006»
15 years 6 months ago
Machine learning approaches for estimation of prediction interval for the model output
A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the pr...
Durga L. Shrestha, Dimitri P. Solomatine
SIAMJO
2008
72views more  SIAMJO 2008»
15 years 6 months ago
A Sample Approximation Approach for Optimization with Probabilistic Constraints
We study approximations of optimization problems with probabilistic constraints in which the original distribution of the underlying random vector is replaced with an empirical dis...
James Luedtke, Shabbir Ahmed