Forecasting through time domain analysis
AssigneeHewlett-Packard Development Company, L.P.
InventorJerry Z. Shan
Life of this patent
Estimating the term…
Abstract
Embodiments include methods, apparatus, and systems for forecasting using a time domain analysis. One embodiment is a computer implemented method that receives plural cycle lengths identified in time series data and builds a model using a time domain analysis of the time series data. The model is used to predict future events or future data points.
Claims20
A computer implemented method using a computing device with a processor and memory having instructions stored thereon which are executed by the processor to perform a method, comprising:
- receiving, via a communication link, multiple cycle lengths from a combination of cycles of seasonal effects that are identified in time series data;
- using a time domain analysis of the time series data to build a model;
- and
- using the model to predict future events or future data points.
A non-transitory computer readable medium having instructions stored thereon which are executed by a processor to perform a method, comprising:
- identifying a combination of cycles in temporal data through a time domain analysis;
- building a model from the identified cycles in the temporal data;
- and
- using the model to predict future events or future data points.
A computer, comprising:
- a processor;
- a memory coupled to the processor;
- and
- computer executable instructions stored on the memory and executed by the processor to:
- receive plural cycle lengths from a combination of cycles of seasonal effects that are identified in time series data;
- build a model using a time domain analysis of the time series data;
- and
- use the model to predict future events or future data points.
Dependencies are inferred from the claim text.