scholarly journals Optimization of Quantitative Financial Data Analysis System Based on Deep Learning

Complexity ◽  
2021 ◽  
Vol 2021 ◽  
pp. 1-11
Author(s):  
Meiyi Liang
Keyword(s):  
Deep Learning ◽  
Data Analysis ◽  
Performance Test ◽  
Learning Algorithm ◽  
User Interaction ◽  
Financial Data ◽  
Similar Time ◽  
Financial Data Analysis ◽  
Analysis System ◽  
Data Analysis System

In order to better assist investors in the evaluation and decision-making of financial data, this paper puts forward the need to build a reliable and effective financial data prediction model and, on the basis of financial data analysis, integrates deep learning algorithm to analyze financial data and completes the financial data analysis system based on deep learning. This paper introduces the implementation details of the key modules of the platform in detail. The user interaction module obtains and displays the retrieval results through data parsing, calling the background, and computing engine. The data cleaning module fills, optimizes, and normalizes the data through business experience; the calculation engine module uses the algorithm and extracts the database information to get the similar time series and matching financial model. Finally, the data acquisition module fills the database with historical data at the initialization stage and updates the database every day. The data analysis platform for quantitative trading designed and implemented in this paper has carried out demand analysis, design, implementation, and test. From the perspective of function test and performance test, two functions of similar stock search and financial matching model are selected and tested, and the results are in line with the expected results.

Research on EAST-NBI Experimental Data Analysis System Based on Neural Networks

2021 ◽  
Author(s):  
Jinxin Wang ◽  
Zhimin Liu ◽  
Na Wang ◽  
Yuanzhe Zhao ◽  
Yahong Xie
Keyword(s):  
Experimental Data ◽  
Neural Networks ◽  
Data Analysis ◽  
Analysis System ◽  
Data Analysis System ◽  
Experimental Data Analysis

Integrated diagnostic and data analysis system of the C-2W advanced beam-driven field-reversed configuration plasma experiment

2018 ◽  
Vol 89 (10) ◽  
pp. 10K114 ◽  
Author(s):  
M. C. Thompson ◽  
T. M. Schindler ◽  
R. Mendoza ◽  
H. Gota ◽  
S. Putvinski ◽  
...  
Keyword(s):  
Data Analysis ◽  
Field Reversed Configuration ◽  
Plasma Experiment ◽  
Analysis System ◽  
Data Analysis System

A Bayesian Data Analysis System for the Evaluation of Social Programs

1977 ◽  
Vol 72 (360) ◽  
pp. 711 ◽  
Author(s):  
Ming-Mei Wang ◽  
Melvin R. Novick ◽  
Gerald L. Isaacs ◽  
Dan Ozenne
Keyword(s):  
Data Analysis ◽  
Social Programs ◽  
Bayesian Data Analysis ◽  
Analysis System ◽  
Data Analysis System

The OSSE Data Analysis System

1992 ◽  
pp. 283-294
Author(s):  
M. S. Strickman ◽  
J. E. Grove ◽  
W. N. Johnson ◽  
R. L. Kinzer ◽  
R. A. Kroeger ◽  
...  
Keyword(s):  
Data Analysis ◽  
Analysis System ◽  
Data Analysis System
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