/onlinearima

Online ARIMA implementation for moving objects' future locations predictions in Scala and Spark (Structure) Streaming API based on https://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12135, using real world (vessel trajectories) and kafka simulation

Primary LanguageScala

Online ARIMA implementation for moving objects' future locations predictions in Scala and Spark (Structure) Streaming API based on

https://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12135, using real world (vessel trajectories) and kafka simulation

Published in: · Proceeding AAAI'16 Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence Pages 1867-1873

Input parameters (config folder): window (points that algorithm needs for training) lrate epsilon (if using netwon step) horizon (future position locations to predict) sampling

Dataset: http://chorochronos.datastories.org/?q=node/9