Effect of transformations of numerical parameters in automatic algorithm configuration
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DOI: 10.1007/s11590-018-1240-3
Abstract: We study the impact of altering the sampling space of parameters in automatic algorithm configurators. We show that a proper transformation can strongly improve the convergence towards better configurations; at the same time, biases about… read more here.
Keywords: automatic algorithm; effect transformations; parameters automatic; configuration ... See more keywords
The Automatic Algorithm of the Auto-CPAP Device as a Tool for the Assessment of the Treatment Efficacy of CPAP in Patients with Moderate and Severe Obstructive Sleep Apnea Syndrome
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DOI: 10.3390/life12091357
Abstract: Obstructive sleep apnea syndrome (OSAS) is a common sleep-related breathing disorder where precise treatment assessment is of high importance. We aimed to validate an automatic algorithm of the auto-CPAP device and reveal polygraph usefulness in… read more here.
Keywords: cpap; automatic algorithm; treatment; algorithm auto ... See more keywords