This repository has the code and experiments described in this paper: Howell-Munson, Alicia, Christopher Micek, Ziheng Li, Michael Clements, Andrew C. Nolan, Jackson Powell, Erin T. Solovey, and Rodica Neamtu. "BrainEx: Interactive Visual Exploration and Discovery of Sequence Similarity in Brain Signals." Proceedings of the ACM on Human-Computer Interaction 6, no. EICS (2022): 1-41.
For more background, refer to these papers, which BrainEx builds on:
Neamtu, Rodica, Ramoza Ahsan, Charles Lovering, Cuong Nguyen, Elke Rundensteiner, and Gabor Sarkozy. "Interactive time series analytics powered by ONEX." In Proceedings of the 2017 ACM International Conference on Management of Data, pp. 1595-1598. 2017.
Neamtu, Rodica, Ramoza Ahsan, Elke A. Rundensteiner, Gabor Sarkozy, Eamonn Keogh, Hoang Anh Dau, Cuong Nguyen, and Charles Lovering. "Generalized dynamic time warping: Unleashing the warping power hidden in point-wise distances." In 2018 IEEE 34th International Conference on Data Engineering (ICDE), pp. 521-532. IEEE, 2018.
Salvador, Stan, and Philip Chan. "Toward accurate dynamic time warping in linear time and space." Intelligent Data Analysis 11, no. 5 (2007): 561-580.
In addition, Genex uses Spark as distributed computing engine, whose reference can be found here