Time series

Known as: Time series models, Multivariate time series, Timeseries 
A time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive… (More)
Wikipedia

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2017
Review
2017
In many real-world application, e.g., speech recognition or sleep stage classification, data are captured over the course of time… (More)
  • figure 1
  • figure 2
Is this relevant?
Highly Cited
2005
Highly Cited
2005
This paper proposes new tests for detecting the presence of a unit root in quite general time series models. Our approach is… (More)
Is this relevant?
Highly Cited
2005
Highly Cited
2005
A bias correction to the Akaike information criterion, AIC, is derived for regression and autoregressive time series models. The… (More)
  • figure 1
  • table 2
  • figure 2
  • figure 3
  • table 3
Is this relevant?
Highly Cited
2003
Highly Cited
2003
One day, you will discover a new adventure and knowledge by spending more money. But when? Do you think that you need to obtain… (More)
  • figure 1.1
  • figure 1.2
  • figure 1.3
  • figure 1.4
  • figure 1.5
Is this relevant?
Highly Cited
2003
Highly Cited
2003
Chaos and Time-Series Analysis Julien Clinton Sprott, Department of Physics, University of Wisconsin, Madison • Clear concepts… (More)
Is this relevant?
Highly Cited
2003
Highly Cited
2003
Several important time series data mining problems reduce to the core task of finding approximately repeated subsequences in a… (More)
  • figure 2
  • figure 3
  • figure 4
  • figure 5
  • figure 6
Is this relevant?
Highly Cited
2000
Highly Cited
2000
[PDF] [Full Text] [Abstract] , June 1, 2006; 8 (6): 398-402. Europace V. Tuzcu, S. Nas, T. Borklu and A. Ugur Decrease in the… (More)
  • figure 1
  • figure 2
  • figure 3
  • figure 4
  • figure 5
Is this relevant?
Highly Cited
1998
Highly Cited
1998
We consider the problem of finding rules relating patterns in a time series to other patterns in that series, or patterns in one… (More)
  • figure 1
  • figure 2
  • figure 4
  • figure 3
Is this relevant?
Highly Cited
1997
Highly Cited
1997
Support Vector Machines are used for time series prediction and compared to radial basis function networks. We make use of two… (More)
Is this relevant?
Highly Cited
1985
Highly Cited
1985
We present the first algorithms that allow the estimation of non-negative Lyapunov exponents from an experimental time series… (More)
  • figure 1
  • table I
  • figure 2
  • figure 3
  • figure 4
Is this relevant?