Concepedia

Sleep stage classification using fuzzy sets and machine learning techniques

Pedro Y. Piñero, P. Simon Garcia, Leticia Arco, Alfredo Álvarez Álvarez, M.Matilde Garcı́a, Rolando Bonal

Neurocomputing · 2004 · 37 citations · 8 references

Concepts

ComputingData ScienceData MiningMachine LearningSleep MedicineSleep AssessmentSleep HealthSleep PhysiologySleep Signal AnalysisSleep-wake DisordersSleep-wake RegulationFeature Extraction From Sleep SignalsFuzzy SetsMachine Learning ClassificationSleep Stage ClassificationSleep Stage DetectionSleep StagesSleep Staging

References

8

A manual of standardized terminology, techniques and scoring system for sleep stages of human subjects

J. Allan Hobson · Electroencephalography and Clinical Neurophysiology · 1969 · 5.2K citations

Medicine, Physiology, Sleep Medicine +14

A Distance-Based Attribute Selection Measure for Decision Tree Induction

Ramón López de Mántaras · Machine Learning · 1991 · 420 citations · Full text

Computing, Computer Science, Decision Sciences +14

Computer-assisted sleep staging

Rajeev Agarwal, Jean Gotman · IEEE Transactions on Biomedical Engineering · 2001 · 219 citations

Medicine, Health Informatics, Clinical Classification Systems +15

Mathematical Methods in Artificial Intelligence

1996 · 157 citations

Computing, Computer Science, Mathematics +12

EEG sleep stage scoring by an automatic hybrid system

Jack R. Smith, Ismet Karacan · Electroencephalography and Clinical Neurophysiology · 1971 · 103 citations

Life Sciences, Neurology, Neuroscience +14