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CAINE
2003
15 years 5 months ago
A Genetic Algorithm for Clustering on Very Large Data Sets
Clustering is the process of subdividing an input data set into a desired number of subgroups so that members of the same subgroup are similar and members of different subgroups h...
Jim Gasvoda, Qin Ding
WSC
2004
15 years 5 months ago
Function-Approximation-Based Importance Sampling for Pricing American Options
Monte Carlo simulation techniques that use function approximations have been successfully applied to approximately price multi-dimensional American options. However, for many pric...
Nomesh Bolia, Sandeep Juneja, Paul Glasserman
137
Voted
FIW
2000
114views Communications» more  FIW 2000»
15 years 5 months ago
Feature Interaction in Internet Telephony
While Internet telephony aims to provide services at least equal to traditional telephony, the architecture of Internet telephony is sufficiently different to make it necessary to ...
Jonathan Lennox, Henning Schulzrinne
100
Voted
CORR
2008
Springer
97views Education» more  CORR 2008»
15 years 3 months ago
Towards a Spreadsheet Engineering
In this paper, we report some on-going focused research, but are further keen to set it in the context of a proposed bigger picture, as follows. There is a certain depressing patt...
V. R. Vemula, David Ball, Simon R. Thorne
137
Voted
NN
2006
Springer
163views Neural Networks» more  NN 2006»
15 years 3 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