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ShiftTree: an Interpretable Model-Based Approach for Time Series Classification
Published on Nov 30, 20113460 Views
Efficient algorithms of time series data mining have the common denominator of utilizing the special time structure of the attributes of time series. To accommodate the information of time dimension i
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Chapter list
SHIFTTREE00:00
Outline 00:21
General Concept00:44
Time Series Classification02:11
Explaining teh Goals03:13
Concept Applied to Time Series04:07
Labeling05:32
Learning - 107:10
Learning - 207:51
Learning - 309:02
Interpretability09:51
Performance of the Algorithm11:27
Advantages and Drawbacks12:46
ShiftForest13:43
ShiftForest Results14:41
Conclusion15:01
Thank You15:36