Problem Forecasting time series. Other methods' drawback: even though existing methods (exponential smoothing, auto-regression and moving average-MA, ARIMA, maximum entropy method, modified grey model) have a good performance, they are not accurate e…

Problem define a fuzzy visibility graph (undirected weighted graph), then give a new similarity measure of time series. Problem: 1. some significant information of the time series, such as trend information is lost by using visibility graph. 2. the o…

1. Convert time series into weighted networks. 2. link prediction is used to evaluate the performance of the weighted network. 3. different ways of generating VG: horizontal visibility graph[29]. multi-scale limited penetrable visibility graph[30]. M…

Technology is rapidly becoming the key point in human lives. Here we have discussed top TV shows which have hacking as the central theme. 10 Best TV Series Based On Hacking And Technology Well, if you are a tech fanatic then you will love watching TV…

Tasks: invest papers  3 篇. 研究主动权在我手里.  I have to.  1. the benefit of complex network: complex network theory has been particularly successful in providing unifying统一的 concepts and methods for understanding the structure and dynamics of complex system…

https://www.microsoft.com/en-us/research/product/cognitive-toolkit/ https://github.com/microsoft/cntk https://github.com/Microsoft/CNTK/blob/master/README.md…

Improvement can be done in fulture:1. the algorithm of constructing network from distance matrix. 2. evolution of sliding time window3. the later processing or visual analysis of generated graphs. Thinking: 1.What's the ground truth in load profiles?…

Purpose: characterize the evolution of dynamical systems. In this paper, a novel method based on epsilon-recurrence networks is proposed for the study of the evolution properties of dynamical systems. Methodology: 1. convert time series to a high-dim…

w用有限来表达无限,由已知到未知,化未知为已知. https://en.wikipedia.org/wiki/Taylor_series The Greek philosopher Zeno considered the problem of summing an infinite series to achieve a finite result, but rejected it as an impossibility: the result was Zeno's paradox. Later…

张宁 A Linear Least Square Initialization Method for 3D Pose Graph Optimization Problem "链接:https://pan.baidu.com/s/1oj_HgQtiiKExACscYuFhJQ 提取码:7xrg" 三维位姿图优化问题的线性最小二乘初始化方法 S. M. Nasiri, H. Moradi, Senior Member, IEEE, R. Hosseini Abstract Pose Gra…