Application of EM-Algorithm for Approximation of Mixture Distribution by Hyperexponents for Correlated Traffic Processing Systems

Author(s):  
Vyacheslav Kartashevskiy ◽  
Marina Buranova ◽  
Dinara Ergasheva
2002 ◽  
Vol 02 (04) ◽  
pp. 573-586 ◽  
Author(s):  
SADAAKI MIYAMOTO ◽  
ARNOLD C. ALANZADO

This paper discusses the relationship between the K-L information based FCM method and a mixture distribution model with the EM algorithm when a noise cluster is assumed. Equivalence between the two methods in the sense that the derived solutions are the same is proved. From the equivalence a parameter in the fuzzy model can be estimated by using the mixture distribution model. A regularized FCM algorithm with the noise cluster is moreover derived for which the equivalent statistical model with the EM algorithm does not exist.


2019 ◽  
Vol 2 (31) ◽  
pp. 46-51
Author(s):  
D. A. Temerov ◽  
L. V. Vorobyova ◽  
S. V. Vyzhevsky ◽  
S. B. Savchenkov ◽  
Yu. V. Marchenkov

The article presents a clinical case of successful treatment of a patient with prolonged asthmatic status. The pathogenesis of purulent-septic and other life-threatening complications developing as a result of the above critical condition is described. The positive effect of a differentiated approach in conducting respiratory support depending on the stage of the disease is justified: at the beginning, when airway obstruction is in the foreground, and in the future, when restrictive respiratory disorders develop. When conducting respiratory support, the most reasonable methods for ensuring airway patency were selected. The necessity of neurovegetative blockade and myoplegia for the prevention of pulmonary barotrauma during respiratory support by aggressive ventilation modes and with the goal of antihypoxic protection of the brain is emphasized. During the treatment of the patient, it was confirmed that the optimal regime for obstruction of the bronchi is forced volume-cyclic ventilation of the lungs to provide the necessary minute volume of breathing, and in severe pneumonia, in the case of relief of bronchial obstruction, respiratory support is carried out in pressure control mode for better air-oxygen mixture distribution in the airways. The need for early tracheostomy and daily therapeutic fibrobronchoscopy to ensure airway patency and treat pneumonia has been confirmed.


2011 ◽  
Vol E94-B (2) ◽  
pp. 533-545 ◽  
Author(s):  
Kazushi MURAOKA ◽  
Kazuhiko FUKAWA ◽  
Hiroshi SUZUKI ◽  
Satoshi SUYAMA

Author(s):  
Mikhail V. Lurie ◽  
◽  
Fedor V. Timofeev ◽  
Sergey V. Sereda ◽  
◽  
...  

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