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16 Commits (3af8de6235a4cf86d41e712460d2a061f3d20fb7)

Author SHA1 Message Date
Meng Li 296960f425 Fix the bug of location doryab features when a participant is moving during the whole time segment 2021-11-18 18:42:19 -05:00
Meng Li a3fb718aea Refactor PHONE_LOCATIONS DORYAB provider to compute features based on location episodes 2021-09-23 17:40:06 -04:00
Meng Li 9687081fbe Refactor the rule phone_locations_add_doryab_extra_columns 2021-05-28 09:48:36 -04:00
Meng Li 0d6f51be8b Refactor location features from Doryab provider & add a new strategy to infer home location & fix bugs 2021-05-26 17:36:52 -04:00
nikunjgoel95 cfc5039918 Fixed the empty dataframe case in infer_home_locations.py and added array condition in doryab location 2021-03-19 11:15:57 -04:00
nikunjgoel95 3d6caea6c4 Added the timeathome feature using infer_home_location.py as interim file. 2021-02-24 16:57:25 -05:00
nikunjgoel95 9b248c449d Fixing and adding MAXIMUM_ROW_DURATION. 2021-02-02 11:38:13 -05:00
nikunjgoel95 e7fc8f44f2 Removing Sampling Frequency and fixing ROG, location entropy and normalized location entropy. 2021-02-02 11:38:08 -05:00
nikunjgoel95 0bbf15f52e Fixed the features dependent on time duration. 2021-02-02 11:36:14 -05:00
JulioV d0fe4d4c28 Add ALL_RESAMPLED flag and accuracy limit 2021-01-14 14:34:25 -05:00
JulioV 38fadbf202
Feature/doryab location clustering (#111) 
* Added OPTICS -  lightweight clustering algorithm.

* Changed the error message for inconsistent parameters in CONFIG

* Removing hardcoded values and changing default EPS value in the clustering algorithm.

* Added Observation in Doryab Feature docs.

Co-authored-by: nikunjgoel95 <nikunjgoel2009@gmail.com>
 2021-01-14 14:22:51 -05:00
JulioV b7ba3c6407
Feature/location doryab fix (#109) 
* Fixing the doryab location features for context of clustering.

* Fixed the wrong shifting while calculating the distance.

* Refractoring the haversine function

* Removed comments.

* Cleaning parts of the code.

* Updated the documentation for CLUSTER_ON parameter.

Co-authored-by: nikunjgoel95 <nikunjgoel2009@gmail.com>
 2021-01-07 16:20:46 -05:00
JulioV 614e759551 Refactor day segments to time segments 2020-12-02 18:41:03 -05:00
Meng Li 016bdbfe8c Update Python feature scripts to add sensor and provider names automatically 2020-11-30 14:42:19 -05:00
JulioV c5197b6c5f Merge branch 'master' into ds2 2020-10-28 17:50:37 -04:00
JulioV 24bf62a7ab Update file names 2020-10-19 15:07:12 -04:00