Problem: the important frequency information is lack of effective modelling. ?? what is frequency information in time series? and why other models don't model this kind of frequency information? frequency learning we propose two deep learning models:…

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…

(1)I spent my 4th year Computing project on implementing time series forecasting for Java heap usage prediction using ARIMA, Holt Winters etc, so I might be in a good position to advise you on this. Your best option by far is using the R language, yo…

1 总体介绍 在以下主题中,我们将回顾有助于分析时间序列数据的技术,即遵循非随机顺序的测量序列.与在大多数其他统计数据的上下文中讨论的随机观测样本的分析不同,时间序列的分析基于数据文件中的连续值表示以等间隔时间间隔进行的连续测量的假设. 本节描述的方法的详细讨论可以在Anderson(1976),Box and Jenkins(1976),Kendall(1984),Kendall and Ord(1990),Montgomery,Johnson和Gardiner(1990),Pankratz(…

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…

It is important to note the distinction between time series and sequential data. In both cases, the data consist of a sequence, or list of values, in which the order is important. Time series is a subclass of sequential data where the longitudinal co…

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?…

本系列会介绍OpenStack 企业私有云的几个需求: 自动扩展(Auto-scaling)支持 多租户和租户隔离 (multi-tenancy and tenancy isolation) 混合云(Hybrid cloud)支持 主流硬件支持.云快速交付 和 SLA 保证 大规模扩展性支持 私有云外围环境支持(包括支持CDN .商业SDN控制器.防火墙和VPN/专线等) 良好的可使用性(用户和运维 Dashboard 等) 向上扩展性(PaaS 和 SaaS 等支撑) 企业数据中心IT环境支持…

http://stackoverflow.com/jobs/124781/principal-data-scientist-concur-technologies-inc?med=clc&ref=small-sidebar-tag-themed-python Job Description Be a core part of the Data Platform team and help deliver the promise of a better and more interesting t…

Duke大学富卡商学院(Fuqua school of business)的高级选修课. 全名:Statistical forecasting: notes on regression and time series analysis 课程材料地址:http://people.duke.edu/~rnau/411home.htm 章节目录: 1. Get to know your data 2. Introduction to forecasting: the simplest models 3…