Time series analysis of agro-meteorological through algorithms scalable data mining case: Chili river watershed, Arequipa

2015 ◽  
Author(s):  
Abarca Romero Melisa ◽  
Karla Fernandez Fabian ◽  
Jose Herrera Quispe
Keyword(s):  
Data Mining ◽  
Time Series ◽  
Time Series Analysis ◽  
River Watershed ◽  
Series Analysis ◽  
Scalable Data Mining

Research on Data Mining and Investment Recommendation of Individual Users Based on Financial Time Series Analysis

2020 ◽  
Vol 16 (2) ◽  
pp. 64-80
Author(s):  
Shiya Wang
Keyword(s):  
Data Mining ◽  
Time Series ◽  
Time Series Analysis ◽  
Large Scale ◽  
Financial Time Series ◽  
Special Kind ◽  
Future Trend ◽  
Financial Time ◽  
Series Analysis ◽  
Depth Analysis

With the continuous development of financial information technology, traditional data mining technology cannot effectively deal with large-scale user data sets, nor is it suitable to actively discover various potential rules from a large number of data and predict future trends. Time series are the specific values of statistical indicators on different time scales. Data sequences arranged in chronological order exist in our lives and scientific research. Financial time series is a special kind of time series, which has the commonness of time series, chaos, non-stationary and non-linear characteristics. Financial time series analysis judges the future trend of change through the analysis of historical time series. Through in-depth analysis of massive financial data, mining its potential valuable information, it can be used for individual or financial institutions in various financial activities, such as investment decision-making, market forecasting, risk management, customer requirement analysis provides scientific evidence.

scholarly journals THE TENSOR DECOMPOSITION OF THE DATA MINING TECHNOLOGY: TIME SERIES ANALYSIS

2016 ◽  
Vol 30 (2) ◽  
Author(s):  
Ю. Н. Минаев ◽  
Н. Н. Гузий ◽  
О. Ю. Филимонова ◽  
Ю. И. Минаева
Keyword(s):  
Data Mining ◽  
Time Series ◽  
Time Series Analysis ◽  
Tensor Decomposition ◽  
Mining Technology ◽  
Series Analysis
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