Concepedia

NSICA: Multi-objective imperialist competitive algorithm for feature selection in arrhythmia diagnosis

Mehdi Ayar, Ayaz Isazadeh, Farhad Soleimanian Gharehchopogh, MirHojjat Seyedi

Computers in Biology and Medicine · 2023 · 47 citations · 27 references

Concepts

MedicineBiomedical EngineeringCardiologyElectrophysiologyMachine LearningOptimizationCardiac ArrhythmiasCardiac Signal ProcessingElectrocardiographyFeature SelectionMulti-objective OptimizationOptimization For Machine LearningArrhythmia DetectionArrhythmia DiagnosisCardiac Feature ExtractionEcg Feature ExtractionElectrocardiogram Feature ExtractionFeature Selection In DiagnosisMulti-objective Feature Selection

References

27

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

Natural Sciences, Evolutionary Biology, Algorithms +10

UCI Machine Learning Repository

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

Computing, Computer Science, Artificial Intelligence +10

MIMIC-III, a freely accessible critical care database

Alistair E. W. Johnson, Tom Pollard, Lu Shen et al. · Scientific Data · 2016 · 8.1K citations · Full text

Medicine, Biomedical Informatics, Health Informatics +11

Comparison of Multiobjective Evolutionary Algorithms: Empirical Results

Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele · Evolutionary Computation · 2000 · 5.6K citations

Natural Sciences, Mathematics, Algorithms +14

The impact of the MIT-BIH Arrhythmia Database

G.B. Moody, Roger G. Mark · IEEE Engineering in Medicine and Biology Magazine · 2001 · 4.6K citations

Medicine, Biomedical Engineering, Cardiology +17