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A novel partially connected cooperative parallel PSO-SVM algorithm: Study based on sleep apnea detection
Sleep disorders are common in a general population. It effect one in 5 adults and has
several short term and long term bad side effects on health. Sleep apnea (SA) is the most …
several short term and long term bad side effects on health. Sleep apnea (SA) is the most …
Automated detecting sleep apnea syndrome: A novel system based on genetic SVM
Sleep Apnea (SA) is one of the common symptoms and important part of sleep disorders. It
has consequences that affect all daily life activities and present danger to the patient and/or …
has consequences that affect all daily life activities and present danger to the patient and/or …
Hierarchical parallel PSO-SVM based subject-independent sleep apnea classification
This paper presents a method for subject independent classification of sleep apnea by a
parallel PSO-SVM algorithm. In the proposed structure, swarms are separated into masters …
parallel PSO-SVM algorithm. In the proposed structure, swarms are separated into masters …
Signal selection for sleep apnea classification
This paper presents a method for signals and features selection when classifying sleep
apnea. This study uses a novel hierarchical parallel particle swarm optimization structure as …
apnea. This study uses a novel hierarchical parallel particle swarm optimization structure as …
Self-advising SVM for sleep apnea classification
Y Maali, A Al-Jumaily, L Laks - CEUR Workshop Proceedings, 2012 - opus.lib.uts.edu.au
In this paper Self-Advising SVM, a new proposed version of SVM, is investigated for sleep
apnea classification. Self-Advising SVM tries to trans-fer more information from training …
apnea classification. Self-Advising SVM tries to trans-fer more information from training …
Automated detecting and classifying of sleep apnea syndrome based on genetic-SVM
Sleep apnea (SA) is one of the common sleep disorders. It has several consequences that
can affect daily life activities. The common diagnose procedure is carried out through an …
can affect daily life activities. The common diagnose procedure is carried out through an …
Comparison of neural networks for prediction of sleep apnea
Sleep apnea (SA) is the most important and common component of sleep disorders which
has several short term and long term side effects on health. There are several studies on …
has several short term and long term side effects on health. There are several studies on …