Method of numerical times series prediction based on non-numerical time series

• 1. 一种基于定量筛选时间序列预测模型的时间序列预测方法 [P] . 中国专利： CN104866930A . 2015-08-26
• 2. 一种指标式数值型金融时间序列数据智能审核系统 [P] . 中国专利： CN111913941B . 2021.07.16
• 3. Method for pattern-based prediction of time series of data points of e.g. financial market, involves determining similarity between current partial segments of time series and other partial segments [P] . 德国专利： DE102010034053A1 . 2012-02-16

  机译： 基于模式的数据点时间序列预测的方法金融市场，涉及确定时间序列的当前部分和其他部分之间的相似性

• 4. APPARATUS AND METHOD OF REMAINING MAINTENANCE CYCLE PREDICTION BASED ON TIMES SERIES PREDICTION USING DEEP LEARNING [P] . KR102226687B1 . 2021-03-11

  机译： 基于DEAP学习的时序列预测剩余维护循环预测的装置和方法

• 5. The prediction apparatus and method for calibration time based on industrial measuring instrument information(time-series data) confidence level [P] . KR20210077452A . 2021-06-25

  机译： 基于工业测量仪器信息（时间序列数据）置信水平的校准时间预测装置和方法

• 1. A Prediction Method Based on Improved Echo State Network for COVID-19 Nonlinear Time Series [J] . Banteng Liu, Wei Chen, Yourong Chen, 电脑和通信（英文） . 2020,第012期
• 2. LS-SVR and AGO Based Time Series Prediction Method [J] . ZHANG Shou-peng, LIU Shan, CHAI Wang-xu, 国际设备工程与管理（英文版） . 2016,第001期
• 3. Method of Time Series Similarity Measurement Based on Dynamic Time Warping [J] . Lianggui Liu, Wei Li, Huiling Jia 计算机、材料和连续体(英文) . 2018,第010期
• 4. STUDY ON PREDICTION METHODS FOR DYNAMIC SYSTEMS OF NONLINEAR CHAOTIC TIME SERIES [J] . 马军海, 陈予恕, 辛宝贵 应用数学和力学（英文版） . 2004,第006期
• 5. Solar radiation prediction based on the combination of a numerical weather prediction model and a time series prediction model [C] . M. G. Kratzenberg, S. Colle, H. G. Bever International conference on solar heating, cooling and buildings;EUROSUN 2008 . 2011
• 6. Online monitoring and prediction of complex time series events from nonstationary time series data. [D] . Wang, Shouyi. 2012
• 7. A geographical location prediction method based on continuous time series Markov model [O] . Yongping Du, Chencheng Wang, Yanlei Qiao, -1
• 8. Prediction Methods for Time Series Data with Many Missing Data Based on RLS Method. [O] . Kaname SETO, Kohei ARAI 1999

• 1. A Type of Combination Forecasting Method Based on Time Series Method and PLS [J] . Liang Wan ,Biao Luo ,Hong-Mei Ji . 美国运筹学期刊（英文） . 2012,第4期
• 2. 时间序列数值预测方法在地下工程中的应用 [C] . 王燕凯 . 中国土木工程学会隧道及地下工程学会地下铁道专业委员会第十一届交流会 . 1996
• 3. 具有非参数趋势项时间序列的预测方法与应用研究 [A] . 张刚 . 2016