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2020 CAS Virtual Annual Meeting Abstracts

2020 Canadian Journal of Anesthesia  
Objectives: The goal of this pilot study was to compare the performance of Glidescope® (GS) and the new prototype LW device in a simulated restricted mouth opening with cervical spine collars in cadavers  ...  Restricted mouth opening can result in difficulty with tracheal intubation by direct laryngoscopy and the inability to secure an airway with tracheal intubation when needed is associated with significant  ...  The model was derived using logistic regression penalized with elastic net regularization, as well as a machine learning technique called ensemble modelling to aggregate results across 5000 bootstrap samples  ... 
doi:10.1007/s12630-020-01782-6 pmid:32869164 fatcat:rv4i33jzmng4lghu5w66c36ij4

Bat Algorithm (BA) [chapter]

2018 Swarm Intelligence  
motion or transition X N from the existing state to the next state.  ...  BA is used to find optimal parameter values for the support vector machine (SVM) [31] . The trained SVM is used to predict future trends of the stock market.  ...  A concept for machine learning integrates a grid scheme into a least-squares support vector machine (called GS-LSSVM) for classification problems, where ABC is used to optimize parameters for LSSVM learning  ... 
doi:10.1201/9781315222455-6 fatcat:724x2apwyrc2ngjsx7satgyrbm