Concepedia

Modified binary PSO for feature selection using SVM applied to mortality prediction of septic patients

Susana M. Vieira, L.F. Mendonça, Gonçalo J. Farinha, João M. C. Sousa

Applied Soft Computing · 2013 · 298 citations · 40 references

Concepts

ComputingBiostatisticsFeature EngineeringMachine LearningSepsisFeature SelectionPredictive Health ModelingRisk PredictionSepsis PrognosisSupport Vector MachinesVariable SelectionFeature Selection In DiagnosisMortality PredictionPredictive Modeling Of SepsisSepsis Prediction ModelsSepsis PredictorsSupport Vector Machine Survival ModelsSurvival Support Vector Machines

References

40

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

Wrappers for feature subset selection

Ron Kohavi, George H. John · Artificial Intelligence · 1997 · 8.9K citations

Computing, Computer Science, Data Science +10

Epidemiology of severe sepsis in the United States: Analysis of incidence, outcome, and associated costs of care

Derek C. Angus, Walter T. Linde‐Zwirble, Jeffrey Lidicker et al. · Critical Care Medicine · 2001 · 8.6K citations

Veterinary Medicine, Infectious Diseases, Internal Medicine +16

Flocks, herds and schools: A distributed behavioral model

Craig W. Reynolds · 1987 · 7.8K citations

Life Sciences, Biology, Zoology +17