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Clustering points in time series

I have time-series data - Temperature Vs Time. The temperature raises during regular intervals and stays high for some time before returning to a normal value as shown below. I would like to identify ...
Sky's user avatar
  • 103
1 vote
1 answer
118 views

Detect spans of consecutive values with average over certain limit [closed]

I have weekly data for volume of product ordered by any customer. I want to identify the longest span of consecutive weeks such that the average of that span is >= 33,000 (approximate; up to -2000 ...
Shree's user avatar
  • 121
1 vote
2 answers
928 views

How to classify time series trends into 2 groups: “contain seasonality” and “doesn't contain seasonality”

I'm optimizing prediction model for time series data trends. Each trend may have seasonality effect or may not. I want to classify each trend into one of the following groups: "seasonality" or "no ...
Aline's user avatar
  • 31
2 votes
0 answers
94 views

What are the simple methods to do an unsupervised cluster to stock return time series?

I am a student in finance and I am working on my thesis project. I am interested in doing a clustering to stock time series. I first read the paper 'Time-series clustering – A decade review' from ...
user598604's user avatar