Development of automatic recognition software of left ventricle by time series processing echocardiograms and application to disease heart

Author(s):  
Shogo Takeshima ◽  
Hideyuki Matsuda ◽  
Takashi Yoshinaga ◽  
Kohji Masuda
1998 ◽  
Vol 11 (5) ◽  
pp. 605-614 ◽  
Author(s):  
Han-Ming Huang ◽  
Hong-Shun Fan ◽  
Yin-Ju Bian ◽  
Li-Ye Zou

2010 ◽  
Vol 43 (6) ◽  
pp. 2157-2164 ◽  
Author(s):  
Zelong Wang ◽  
Fengxia Yan ◽  
Feng He ◽  
Jubo Zhu

2013 ◽  
Vol 06 (10) ◽  
pp. 1-4 ◽  
Author(s):  
Sylvain Fleury ◽  
Éric Jamet ◽  
Emilie Loup-Escande ◽  
Achraf Ghorbel ◽  
Aurélie Lemaître ◽  
...  

2018 ◽  
Vol 05 (04) ◽  
pp. 1850031
Author(s):  
Simone Fioribello ◽  
Pier Giuseppe Giribone

The increasingly massive use of advanced Machine Learning methodologies in the financial field sector has led credit institutions to quickly move to new FinTech technologies. This paper deals with how a battery of Artificial Neural Networks (ANN), dedicated to the automatic recognition of financial patterns of potential interest to traders, can be designed and validated. The battery of neural networks that have been designed is composed of a shallow ANN, a deep ANN with ReLu, a deep ANN with Dropout and a convolutional network (ConvNet). Depending on the type of classification problem, the ANN battery dynamically recognizes the best classifier and makes use of it for pattern recognition. The first part of the paper describes how these technologies work, the second one performs a validation of the code and the third one suggests a technical analysis application on financial time series.


1994 ◽  
Vol 144 ◽  
pp. 279-282
Author(s):  
A. Antalová

AbstractThe occurrence of LDE-type flares in the last three cycles has been investigated. The Fourier analysis spectrum was calculated for the time series of the LDE-type flare occurrence during the 20-th, the 21-st and the rising part of the 22-nd cycle. LDE-type flares (Long Duration Events in SXR) are associated with the interplanetary protons (SEP and STIP as well), energized coronal archs and radio type IV emission. Generally, in all the cycles considered, LDE-type flares mainly originated during a 6-year interval of the respective cycle (2 years before and 4 years after the sunspot cycle maximum). The following significant periodicities were found:• in the 20-th cycle: 1.4, 2.1, 2.9, 4.0, 10.7 and 54.2 of month,• in the 21-st cycle: 1.2, 1.6, 2.8, 4.9, 7.8 and 44.5 of month,• in the 22-nd cycle, till March 1992: 1.4, 1.8, 2.4, 7.2, 8.7, 11.8 and 29.1 of month,• in all interval (1969-1992):a)the longer periodicities: 232.1, 121.1 (the dominant at 10.1 of year), 80.7, 61.9 and 25.6 of month,b)the shorter periodicities: 4.7, 5.0, 6.8, 7.9, 9.1, 15.8 and 20.4 of month.Fourier analysis of the LDE-type flare index (FI) yields significant peaks at 2.3 - 2.9 months and 4.2 - 4.9 months. These short periodicities correspond remarkably in the all three last solar cycles. The larger periodicities are different in respective cycles.


1999 ◽  
Vol 1 ◽  
pp. S101-S101
Author(s):  
O FOKINA ◽  
N TVERDOKHLEBOV ◽  
V SANDRIKOV ◽  
L KOUZNETZOVA

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