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Title: GitHub - patrickzib/SFA: Scalable Time Series Data Analytics

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Description: Scalable Time Series Data Analytics. Contribute to patrickzib/SFA development by creating an account on GitHub.

Open Graph Description: Scalable Time Series Data Analytics. Contribute to patrickzib/SFA development by creating an account on GitHub.

X Description: Scalable Time Series Data Analytics. Contribute to patrickzib/SFA development by creating an account on GitHub.

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https://patch-diff.githubusercontent.com/patrickzib/SFA#time-series-data-analytics
[1]http://dl.acm.org/citation.cfm?doid=2247596.2247656
[2]http://arxiv.org/abs/1602.01711
[3]http://link.springer.com/article/10.1007%2Fs10618-014-0377-7
[4]https://arxiv.org/abs/1701.07681
[4]https://dl.acm.org/citation.cfm?doid=3132847.3132980
[5]http://link.springer.com/article/10.1007%2Fs10618-015-0441-y
[6]https://arxiv.org/abs/1711.11343
https://patch-diff.githubusercontent.com/patrickzib/SFA/blob/master/images/classifiers2.png
https://patch-diff.githubusercontent.com/patrickzib/SFA#accuracy-and-scalability
https://patch-diff.githubusercontent.com/patrickzib/SFA/blob/master/images/walltime_predict_new3.png
https://patch-diff.githubusercontent.com/patrickzib/SFA#how-to-include-this-project-as-a-library
https://jitpack.io/#patrickzib/SFA/v0.1
https://patch-diff.githubusercontent.com/patrickzib/SFA#how-to-import-this-project-into-your-favorite-ide
GRADLEhttps://gradle.org/install/#helpful-information
https://patch-diff.githubusercontent.com/patrickzib/SFA#sfa-symbolic-fourier-approximation
https://patch-diff.githubusercontent.com/patrickzib/SFA/blob/master/images/sfa_representation.png
[LINK]http://dl.acm.org/citation.cfm?doid=2247596.2247656
https://patch-diff.githubusercontent.com/patrickzib/SFA#boss-bag-of-sfa-symbols
[LINK]http://link.springer.com/article/10.1007%2Fs10618-014-0377-7
https://patch-diff.githubusercontent.com/patrickzib/SFA#boss-vs-bag-of-sfa-symbols-in-vector-space
[LINK]http://link.springer.com/article/10.1007%2Fs10618-015-0441-y
https://patch-diff.githubusercontent.com/patrickzib/SFA#weasel-word-extraction-for-time-series-classification
[LINK arXiv]https://arxiv.org/abs/1701.07681
[LINK ACM]https://dl.acm.org/citation.cfm?doid=3132847.3132980
https://patch-diff.githubusercontent.com/patrickzib/SFA#weaselmuse-weasel--multivariate-symbolic-extension
[LINK]http://www.mustafabaydogan.com/multivariate-time-series-discretization-for-classification.html
[LINK]https://aaltd16.irisa.fr/challenge/
[LINK]https://arxiv.org/abs/1711.11343
https://patch-diff.githubusercontent.com/patrickzib/SFA#multivariate-dataset-format
Multivariate Time Series Classification Datasetshttp://www.mustafabaydogan.com/files/viewdownload/14-multivariate-time-series-classification/29-multivariate-time-series-classification-datasets.html
https://patch-diff.githubusercontent.com/patrickzib/SFA#teaser-two-tier-early-and-accurate-series-classifier-teaser
[LINK]http://www.cs.ucr.edu/~eamonn/time_series_data/
[LINK]https://arxiv.org/pdf/1908.03405
https://patch-diff.githubusercontent.com/patrickzib/SFA#use-cases--tests
UCRClassificationTest.javahttps://github.com/patrickzib/SFA/blob/master/src/test/java/sfa/UCRClassificationTest.java
SFAMinDistanceTest.javahttps://github.com/patrickzib/SFA/blob/master/src/test/java/sfa/SFAMinDistanceTest.java
SFAWordsTest.javahttps://github.com/patrickzib/SFA/blob/master/src/test/java/sfa/SFAWordsTest.java
SFAWordsVariableLengthTest.javahttps://github.com/patrickzib/SFA/blob/master/src/test/java/sfa/SFAWordsVariableLengthTest.java
SFAWordsWindowingTest.javahttps://github.com/patrickzib/SFA/blob/master/src/test/java/sfa/SFAWordsWindowingTest.java
SFATrieTest.javahttps://github.com/patrickzib/SFA/blob/master/src/test/java/sfa/SFATrieTest.java
SFABulkLoadTest.javahttps://github.com/patrickzib/SFA/blob/master/src/test/java/sfa/SFABulkLoadTest.java
https://patch-diff.githubusercontent.com/patrickzib/SFA#alternative-implementations
Python + Scikit-Learnhttps://github.com/aeon-toolkit/aeon
Python + Scikit-Learnhttps://github.com/johannfaouzi/pyts
Python porthttps://github.com/sharford5/SFA_Python
Time Series Classification Repositoryhttp://timeseriesclassification.com/code.php
https://patch-diff.githubusercontent.com/patrickzib/SFA#references--acknowledgements
ZIB (Zuse Institute Berlin)http://www.zib.de/en/home.html
HU Berlin (Humboldt-Universität zu Berlin)http://www.hu-berlin.de
Dissertationhttp://edoc.hu-berlin.de/docviews/abstract.php?id=42117
The UCR Time Series Classification Archivehttp://www.cs.ucr.edu/~eamonn/time_series_data/
The Great Time Series Classification Bake Off: An Experimental Evaluation of Recently Proposed Algorithms. Extended Versionhttp://arxiv.org/abs/1602.01711
time-series https://patch-diff.githubusercontent.com/topics/time-series
indexing https://patch-diff.githubusercontent.com/topics/indexing
classification https://patch-diff.githubusercontent.com/topics/classification
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