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JCIT
2008
144views more  JCIT 2008»
15 years 5 months ago
Design Methodology of a Controller to Forecast the Uncertain Cardiac Arrest Using Fuzzy Logic Approach
The main objective of design methodology of a controller for forecasting cardiac arrest using fuzzy logic approach is to provide the prediction of period of life time for the pati...
Nalayini Natarajan, Wahida Banu
121
Voted
CORR
2007
Springer
113views Education» more  CORR 2007»
15 years 5 months ago
Virtual screening with support vector machines and structure kernels
Support vector machines and kernel methods have recently gained considerable attention in chemoinformatics. They offer generally good performance for problems of supervised classi...
Pierre Mahé, Jean-Philippe Vert
ML
2008
ACM
222views Machine Learning» more  ML 2008»
15 years 5 months ago
Boosted Bayesian network classifiers
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
Yushi Jing, Vladimir Pavlovic, James M. Rehg
143
Voted
ML
2008
ACM
15 years 5 months ago
A bias/variance decomposition for models using collective inference
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
Jennifer Neville, David Jensen
148
Voted
EOR
2007
85views more  EOR 2007»
15 years 5 months ago
Reject inference, augmentation, and sample selection
Many researchers see the need for reject inference in credit scoring models to come from a sample selection problem whereby a missing variable results in omitted variable bias. Al...
John Banasik, Jonathan Crook
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