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Quote: time series analysis should be linear in time and sublinear in space; use data reduction/transformation, indexing methods, and flexible similarity searching
Topic:
temporal database
Topic:
data reduction
Topic:
processing a sequence
Topic:
temporal relationships
Group:
algorithms
Quotation Skeleton
To be scalable, [time series analysis] methods should be linear … Reduction and Transformation … past data is often a good predictor of … [one can] reduce the size of the data without … 2. Indexing Methods. … 3. Flexible Similarity Searching. … shifting and scaling of the time series amplitude, … some useful techniques. Google-1 Google-2
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Topic: temporal database (25 items)
Topic: data reduction (9 items)
Topic: processing a sequence (17 items)
Topic: temporal relationships (40 items)
Group: algorithms (6 topics, 94 quotes)