394 Indexing the Matrix Profile to Allow Arbitrary Range Queries
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0:00:00 Matrix Profile XVII
Indexing the Matrix Profile to Allow
Arbitrary Range Queries
0:00:18 Matrix Profile is a near-universal time series data mining tool
0:00:42 What is the Matrix Profile?
0:01:24 Matrix Profile and Matrix Profile Index
0:01:43 What can we do with the Matrix Profile? (I/2)
0:02:16 What can we do with the Matrix Profile? (2/2)
0:02:56 Limitation of the existing algorithms
0:04:19 STUMP
0:05:30 How the Matrix Profile is Computed
0:06:03 The STUMP Algorithm
0:08:33 Time and Space Complexity
0:10:01 Case Study: Arbitrary Absolute-Range Queries
0:13:20 Case Study: Arbitrary Relative-Range Queries
0:16:44 Summary
0:17:09 Our Interactive Tool
0:17:30 Thanks for listening!
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